Signed in as:
filler@godaddy.com
Signed in as:
filler@godaddy.com
The integration of AI into the automotive industry helps enhance vehicle design, optimize manufacturing processes, and deliver superior driving experiences. AI-powered tools read and interpret engineering drawings, highlighting critical tolerances, and compliance issues. AI-powered design tools use algorithms to explore thousands of design iterations based on defined constraints. AI is transforming design in mechanical engineering through advanced computational techniques that enhance efficiency, accuracy, and innovation.
AI algorithms guide robotic arms for precise welding, painting, or assembling. These robots adjust in real time to changes in environment.
The certifications are grouped across the following sections:
A. DRONES/UAV
B. ROBOTICS
C. AI POWERED ENTERPRISE SYSTEMS
D. DIGITAL TWIN, DESIGN & DIGITAL FACTORY
E. STRATEGIC PLANNING & MANAGEMENT
The following sections give details of the competency modules along with the constituent micro-credit courses.

For marketing teams and marketing technology firms, finding and cultivating valuable customers is the key to building a profitable business. Leading companies know that personalized customer experiences and streamlined operations are key to their success. Companies that are making extensive use of AI are reaping the benefits of increased customer satisfaction and loyalty while improving operations which adds to their bottom line. Companies are using AI for a number of scenarios including assortment optimization, product recommendations, fraud detection, customer retention, and optimized marketing. H2O.ai, the open source and automation leader in AI, is empowering leading retail companies to deliver AI solutions that are changing the industry.

Decisyon Digital Factory (DDF) is an advanced suite of Industry 4.0 applications that seamlessly integrates IT and OT capabilities.
DDF is designed from the ground up to provide all required functionality for the entire manufacturing value chain, from connecting all your equipment and devices to creating a digital twin, plus advanced analytics to provide you insight about all your operations and optimize them, or prevent downtime and maintenance based on AI recommendations.
DDF enables Industry 4.0 concepts, transforming manufacturing into a smart and efficient process, creating intelligent factories that enhance productivity, efficiency, and flexibility. This advanced approach enables smarter decision-making and greater customization in both manufacturing and supply chain operations.

Zerynth supports manufacturing companies in streamlining production by increasing the value of interconnected industrial assets. Through the Zerynth Industrial IoT & AI Platform, it connects any industrial machinery in less than 3 hours, using a plug-and-play and non-invasive approach, enabling a complete 4.0 transformation with simplicity, speed and security. With Zerynth, you can Integrate existing ERP and MES systems without disrupting machine operations, providing a unified view of production processes. It introduces a multimodal experience, simplifying the exploration of data and KPI analysis. Zero, Zerynth’s Industrial AI Copilot, supports industrial enterprises in the process of transforming into a smart factory and achieving better performance

Cloudworx Cognitive Digital Twin Platform leverages our patented AI-driven technology to revolutionize operations across diverse industries. Our solution creates an intelligent, self-learning virtual replica of your facility or infrastructure, integrating real-time and historical data with advanced AI/ML algorithms for unprecedented insights and autonomous optimization.

Kyndryl is the world’s largest IT infrastructure services provider serving thousands of enterprise customers in more than 60 countries. The Company designs, builds, manages and modernizes the complex, mission-critical information systems that the world depends on every day. The Kyndryl Institute empowers leaders with original thought and independent insights that inform strategic decision-making and drive change.

Viso Suite is the leading computer vision infrastructure for teams to build, deploy and scale all use cases from prototype to production. Focus on tangible business outcomes, not infrastructure.Accelerate and scale your computer vision with the full-stack platform to build, deploy, and maintain AI vision applications, customized with your own data. Equip your entire organization to build solutions for any use case, with any model, on any hardware.

Capture and process real-world spatial data, pair it with advanced AI solutions, and apply the results in the real world to improve quality, increase efficiency, uncover hidden value and drive sustainability. Hexagon’s technologies improve productivity, quality, safety and sustainability in vital industries including construction, industrial facilities, manufacturing, mining, and cities & nations.

Softdel’s industrial IoT capabilities deliver AI-ready solutions that seamlessly drive digital transformation with proven, ready-to-deploy technologies. Softdel’s core expertise in handling varied device protocols, myriad data points, and seamless product and technology integrations helps organisations scale efficiently, stay at the forefront of today’s AI-enabled world, and keep innovating with current trends.

Our cybersecurity solutions help Software is the key to more efficient automation. Phoenix Contact provides automation software from configuration through to system operation. All products interact perfectly and feature innovative functions and intuitive, user-friendly operation. Emalytics combines a management and control unit with energy monitoring in one intelligent platform. The IoT-based framework allows you to control, evaluate, and process the data and information for all of the individual subtrades where this is needed. Benefit from easy engineering and one platform for all the processes and applications in your building.

Librium designs and manufactures hardware and software to offer IoT solutions applied to its three verticals: smart cities & infrastructure, agriculture and sustainability to build a more sustainable and datocratized society. Libelium's IoT technology entered the world of universities years ago in many different ways. The application of wireless sensor networks has allowed many international campuses to be recognized for their smart facilities. Each university campus can become a small smart city with its buildings and public spaces connected to the Internet. There are multiple applications that can help manage these spaces using wireless sensor network technology. Connect campus gardens or create an organic farming garden to monitor the weather and growing conditions of crops so that they are only watered when necessary.

Digital manufacturing is the process of using technology and computer systems to improve the quality and efficiency of manufacturing operations while reducing costs and waste.
It’s a collaborative, flexible, data-driven approach to manufacturing that helps product-focused companies gain a competitive edge and respond to changing market conditions with agility. PTC’s industry-leading solutions and broad ecosystem of partners can help you accelerate digital transformation by providing a digital foundation for the entire product lifecycle, from early design and development to manufacturing, service, and end-of-life management.

With aPriori, the system automatically identifies and highlights on the CAD model any issues that have the potential to slow down or stop manufacturing. Furthermore, aPriori will provide guidance on how to resolve the issue. This is extremely valuable as new, less experienced engineers enter the work force that are not trained in manufacturing strategies.
aPriori’s Manufacturing Insights Platform can help improve productivity for your design and engineering team by identifying and eliminating manufacturability issues before they reach the sourcing, supply chain, or manufacturing teams. This will allow your company to reach the market with new product innovations before your competitors and secure maximum market share.
Many professionals are managing the enterprise systems but now with AI interventions, the traditional structure of ERP, QMS, CRM etc is changing. AI has automated many workflows and analytics. This career pathway develops a deep understanding of the process of Digital Transformation for developing Smart applications in the AI integrated enterprise systems & the ability to understand & configure AI platform for digitalising the enterprise and its sub-systems through use of sensors, IOT mesh, edge computing & analytics. Mechanical/Automotive/Industrial engineers will be able to enter the fast moving AI integration domain and be able to undertake digital transformation projects.
A. MES, AI & IOT INTEGRATION FOR SMART FACTORY
This competency module develops the ability to understand & configure AI platform for digitalising the factory and shop floor through MES. Mechanical/Automotive/Industrial engineers will be able to enter the fast moving AI integration domain and be able to take control of operation & control functions of the factory through an integrated AI platform.
CODE AM/MAE/AES/08 :
1. AI INTEGRATED SELF OPTIMISING SYSTEM FOR SMART ENTERPRISE
2. AI PLATFORM FOR WORKFLOW AUTOMATION IN SMART CITIES MANAGEMENT
3. AGENTIC AI, EDGE ANALYTICS & SENSORS MESH FOR OPTIMISING ENTERPRISE SYSTEMS
4. AGENTIC AI DRIVEN AUTOMATION OF ENTERPRISE PROCESSES
5. AGENTIC AI DRIVEN AUTOMATION FOR SMART FACTORY
6. HYPER AUTOMATION PLATFORM FOR ENTERPRISE PROCESSES
7. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION
8. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY
B. IOT & AI FRAMEWORK FOR SMART APPLICATIONS:
AM/MAE/AES/11 :
1. WORKFLOW AUTOMATION USING AI BOTS
2. MOBILE AUTONOMOUS ROBOTS FOR SMART MANUFACTURING
3. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION
4. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY
5. AI PLATFORM FOR WORKFLOW AUTOMATION IN SMART CITIES MANAGEMENT
6. AGENTIC AI, EDGE ANALYTICS & SENSORS MESH FOR OPTIMISING ENTERPRISE SYSTEMS
7. AGENTIC AI DRIVEN AUTOMATION FOR SMART FACTORY
8. AI ALGORITHMS FOR PERFORMANCE MONITORING OF SHOP FLOOR
9. AI PLATFORM. FOR MANUFACTURING PROCESS OPTIMISATION
10. IOT & AI FOR SMART RETAIL

Smart factories leverage AI and connected devices to enhance efficiency, quality control, and worker safety. Epicor MES can help supercharge your Industry 4.0, Smart Factory and Sustainability projects. Our Advanced MES helps companies gain a competitive advantage by driving profitability, increasing capacity, improving quality, reducing onboarding time, and empowering employees. Turn your plant data into indispensable insights and bold actions that give you the edge.

papAI greatly increases the efficiency of production lines by automating crucial steps in the AI development and deployment lifecycle. Conventional industrial workflows are frequently beset by manual, repetitive procedures that result in resource waste, sluggish processes, and human error. By automating crucial processes like data intake, feature engineering, model deployment, and performance monitoring, papAI eliminates these inefficiencies.
Businesses may use papAI to build automated pipelines that gather and process data from machines, sensors, and production systems on a continual basis. By ensuring that AI models receive up-to-date inputs, real-time decision-making and increased accuracy are made possible.
Additionally, automation lessens the need for manual interventions, making processes like resource allocation, inventory control, and defect detection more efficient.

AI-driven Smart Factory solutions can be seamlessly integrated with IIoT, sensors, and PLCs on the shop floor, and combined with cyber-physical systems to significantly enhance production efficiency. Computer Vision Solutions come in handy to improve the efficiency of a variety of operations otherwise done manually. Enhance production efficiency using real-time data and minimize equipment downtime.
Machine Downtime Visibility
Equipment Availability Monitoring
Machine Performance Optimization

Optimizing Manufacturing, Boosting Productivity, and Enabling Real-Time Insights for Total Factory Control. Real-time monitoring of production processes and machine performance for enhanced operational efficiency.
Intelligent automated alerts for predictive maintenance and proactive downtime prevention.
IoT integration enabling data-driven insights and precise operational control.
Optimized production scheduling to maximize resource utilization and workflow efficiency.
Advanced quality control dashboards featuring defect tracking and in-depth analytical insights.

Safe, collaborative solutions that will help you revolutionize your intralogistics and Mobile production with cutting Edge technology. Transform your current process by Robotic Automation and improve your flow and efficiency. Centered around the user, the Novusflow(TM) platform fosters collaboration among individuals, computer systems like Enterprise Resource Planning (ERP) and Warehouse Management System (WMS), diverse arrays of mobile robots, and additional peripheral devices. Novusflow empowers your logistics operator to seamlessly devise, implement, and oversee material movements, all while offering valuable insights to your entire organization regarding the comprehensive system efficiency.

Our Smart Factory Solution has the capability to connect multiple sensors to monitor the status, automate, collect data, analyze it and derive useful insights to improve manufacturing operations. Avnet’s Smart Factory is a smart production line monitoring solution powered by AI and IoT technologies, which enables you to monitor everything on the shop floor from a centralized, live dashboard. Our industrial automation solution involves highly trained machine learning algorithms that can predict machine failures and brings higher operational intelligence that your legacy system was not able to perform.
Our Industry 4.0 solution enables manufacturers to connect multiple production lines and machines, acquire data at different stages of production from several disparate sources and develop capabilities like remote monitoring, edge analytics and predictive maintenance and digital twin.

Dot connects ERP, MES, PLM, SCM, and QMS tools to enhance efficiency, optimize operations, reduce downtime, and drive smart manufacturing solutions. Dot unifies AI models, intelligent agents, and seamless app integrations into a single platform, enabling manufacturers to streamline production, optimize supply chains, and enhance quality control using smart manufacturing solutions.
Its no-code customization and built-in optimizations empower manufacturing companies to reduce downtime, improve efficiency, and make data-driven decisions.

Experience the power of connectedness with a single platform that integrates applications, APIs, data, and AI agents. Turn the promise of AI into tangible results with secure orchestration, enhancing data trust and boosting productivity. Integrate and orchestrate applications, APIs, data, and AI agents to accelerate digital transformation and drive the adoption of trusted AI. Streamline business processes that span applications leveraging AI agents and a vast library of pre-built connectors. Manage AI agents across their lifecycle including building, testing, and deployment within one unified space. Interact with AI agents using natural language and manage API usage for enhanced performance and security.

Iotasol revolutionizes industry with AI, digitization, and additive manufacturing, mitigating skill shortages. Achieving a 12% productivity boost through data analytics, cloud computing, and IoT, our AR and VR adoption yields 2.5 times higher aftermarket service margins. iotasol excels in the industrial sector, leveraging automation, data analytics, and Industry 4.0 technologies for efficiency, precision, and innovation. Shaping industry trends, we provide future-ready solutions that turn challenges into growth opportunities for clients. iotasol propels change with AI, ML, and robotics, fostering trust through rigorous cybersecurity measures. As 2/3 of users express concern, we employ red-team testing and zero-trust architecture for resilient products.

At Intellectyx, we partner with enterprises to drive digital transformation, optimize operations, and scale AI-driven solutions. With expertise in data modernization, AI, cloud, and enterprise application development, we help organizations enhance efficiency, improve decision-making, and accelerate innovation. As a leading AI Agent Development Company, Intellectyx builds custom AI agent solutions that empower businesses to automate tasks, enhance decision-making, and scale efficiently. From virtual assistants to vision-based agents, our end-to-end AI agent development services are tailored for seamless integration and maximum ROI.

The Smart Manufacturing Platform offers fully-integrated MES, ERP, and supply chain management (SCM).Plex offers the flexibility to connect, automate, track, and analyze all aspects of your enterprise. Enhanced analytics provides additional levels of analysis. Industrial IoT (IIoT) enables shop floor production and asset management tracking. Plex can also centralize machine data collection from programmable logic controllers (PLC) for additional operational insights. Leverage built-in overall equipment effectiveness (OEE) to monitor and improve productivity.
Use real-time data to track activities and respond proactively rather than reactively.
Avoid disruptive unplanned downtime with predictive and preventive maintenance.

MachineMetrics Production Intelligence Platform captures what's going on with your production and operations, analyzes it, and delivers insights and guidance so you can adapt, pivot, and hit your production goals. Capture data from machines, operations, and shop floor systems. Integrate it with data from your ERP, APS, and other operational systems to see everything that's happening in your production environment, in real-time. Identify underperforming machines immediately so you can quickly address issues in real-time, calculate true machine utilization, and accurately forecast your potential capacity.
Immediately detect, identify and correct defects, Eliminate production bottlenecks & machine downtime, Improve production margins & time to market.
The career pathway in the rapidly expanding Industry 4.0 sector comprises mainly of Product design through digital engineering applications and developing a Digital twin which enable learners to take their KSA to global standards.
A. AI POWERED PRODUCT DESIGN PLATFORM:
This competency module develops the ability to understand the process of product design using AI platforms and generative design tools. Mechanical/Automotive/Industrial engineers will be able to enter the fast moving AI driven digital product design sector
AM/MAE/AED/10:
1. AI DRIVEN PRODUCT DESIGN OPTIMISATION
2. AI POWERED PROTOTYPE DEVELOPMENT & PRODUCT DESIGN PLATFORM
3. INTERACTIVE AI PLATFORM FOR 3D MODELING & PRODUCT DEVELOPMENT
4. AI PLATFORM TO DEVELOP MVP
B. FACTORY RESOURCES OPTIMIZATION USING AI & DIGITAL TWINS:
This module helps professionals to develop the capability in managing enterprise resources using AI and digital twins of various systems. This module is more suitable for professionals working in the industry to expand their KSA profile by adding resources optimisation skill using AI & digital twins. This is the next level of skill above digital transformation.
This module expands the KSA profile of professionals by adding the skill of developing AI agents to automate workflows. Fresh graduates can enter the industry 4.0 sector through this module. This module develops the ability to understand the composition of different AI software, edge analytics & AI agents configuration as per end use.
AM/MAE/AIA/13
1. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION
2. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY
3. AI POWERED AUTOMATION TECHNOLOGIES
4. DIGITAL TWIN FOR SHOP OPERATIONS OPTIMISATION
5. DIGITAL TWIN FOR DIVERSE INDUSTRIES
6. AGENTIC AI DRIVEN AUTOMATION FOR SMART FACTORY
7. AI INTEGRATED DIGITAL SOLUTIONS FOR SMART FACTORY
Drones have multiple applications due to the design and equipments onboarded. Designing drones and robots for multiple uses particularly defence applications has huge potential. Professionals starting with design, move up to drone & robot technologists who integrate different hardware and develop a software platform for data analysis.
This competency module introduces the learners to the basics of a drone, its design principles, materials used, sensors & cameras used as per the application and lastly the mapping software.
Drone manufacturing is picking up pace and certified professionals are expected to enjoy fast growth and ample opportunities.
LEARNING PLAN
COMPETENCY MODULE: DESIGN & MANUFACTURING OF DRONES (AM/AID/DM/01)
NO OF LESSONS: 11; ESTIMATED HOURS 35:
This course is very useful for all Engineers and Management students/working professionals planning a career switch. It develops the foundation knowledge about drones.
After this certification, following certifications can be added to move to a fast career growth or a startup venture:
Suggested progressions:
A. Drone Services ( AM/AID/DEF/11)
This is a comprehensive module covering all aspects and areas where drones are used. After this certification, one can plan a startup offering various drone services or join a services company.
B. Surveying & Mapping (AM/AID/DEF/09)
This module helps develop the capability to manage drone based surveying & mapping, post which a career switch can be planned in Agriculture, Civil construction, Defence.
C. UAV Swarms Control (AM/AID/DEF/04)
This is an emerging career option as drone swarms find extensive use in defence, disaster relief, terrain mapping etc.
SCHEDULE OF STUDY
a. Introduction to drones
b. Parts of drones
c. Types of drones
d. Uses of drones
e. AI algorithms for drones
f. AI components for drones
g. Drone calculations for designing
h. Materials used in drones
i. Design principles of drones
j. Ground control stations
k. Drone technology components
PROJECT
EXPERIENTIAL LEARNING ACTIVITIES
Drones are the new weapons and the differentiator of use are the electronics, software, AI algorithms and imaging/computer vision equipment loaded on it. Pairing the real-time machine learning technology of AI with the exploratory abilities of unmanned drones gives ground-level operators a human-like eye-in-the-sky. Military needs different combinations of these factors and thus this sector offers a vast scope for STEM professionals.
A. ALGORITHMS DESIGNER
An algorithms designer is a critical interface and provides the intelligence to drones through algorithms. A drone performs various tasks based on the process algorithms that are mapped into its system. Algorithms decide the flying path and enables cameras, sensors to operate and send data to the control center.
LEARNING PLAN
COMPETENCY MODULE: ALGORITHM DESIGNER (AM/AID/DEF/03)
NO OF LESSONS: 7; ESTIMATED HOURS 35:
This course is very useful for Computer Science Engineers and Management students/working professionals planning a career switch. It develops the application knowledge about algorithms designing which direct a drone towards specific outcomes. Ex for crop analysis, algorithms define the expected output.
After this certification, following certifications can be added to move to a fast career growth or a startup venture:
Suggested progressions:
A. Drone Services: ( AM/AID/DEF/11)
This is a comprehensive module covering all aspects and areas where drones are used. After this certification, one can plan a startup offering various drone services or join a services company.
B. Surveying & Mapping (AM/AID/DEF/09)
This module helps develop the capability to manage drone based surveying & mapping, post which a career switch can be planned in Agriculture, Civil construction, Defence.
C. AGRICULTURE (AM/AID/DEF/04)
This is an emerging career option as Imaging experts find extensive use in agriculture and if they have knowledge about crop mapping etc then the combination certification becomes a gateway to fast growth.
D. Software Analyst( AM/AID/DEF/05)
These two certifications develop total expertise to develop appropriate algorithms and analyse the efficiency of software used to map the drone operations.(a, b, c & g will be dropped for Software Analyst certified users)
SCHEDULE OF STUDY
a. Fleet management software
b. Mapping software
c. Safety systems: Anti-Collison algorithm
d. Drone swarm controls
e. Algorithms for Agriculture
f. AI enabled drone systems
g. AI algorithms for drones
PROJECTS
EXPERIENTIAL LEARNING ACTIVITIES
B. UAV SWARMS CONTROL
UAV's are deployed in multiples as a swarm of bees and require specific algorithms to avoid collisions, plan flight of each and allocate tasks. Numerous algorithms and mapping of control system is required to operate a drone swarm. The task of the UAV swarm manager is to map the flight plan, develop algorithms or understand which algorithms have been mapped so that the configuration of the control system can be optimised. This is a crucial profile as many sectors deploy swarms particularly defence, agriculture, smart city etc.
LEARNING PLAN
COMPETENCY MODULE: SWARMS CONTROL (AM/AID/DEF/04)
NO OF LESSONS: 8; ESTIMATED HOURS 40:
This course is very useful for E&E, Mechanical, Computer Science Engineers and Management students/working professionals. It develops the application knowledge about swarms and their control, safety systems and applications.
After this certification, following certifications can be added to move to a fast career growth or a startup venture:
Suggested progressions:
A. Drone Services: (AM/AID/DEF/11)
This is a comprehensive module covering all aspects and areas where drones are used. After this certification, one can plan a startup offering various drone services or join a services company.
B. Algorithms designer (AM/AID/DEF/03)
This module helps develop the capability to design algorithms, post which a career switch can be planned in Agriculture, Civil construction, Defence.
C. AGRICULTURE (AM/AID/DEF/14)
This is an emerging career option as Swarm control experts find extensive use in agriculture and if they have knowledge about crop mapping etc then the combination certification becomes a gateway to fast growth.
D. Software Analyst( AM/AID/DEF/05)
These two certifications develop total expertise to develop appropriate algorithms and analyse the efficiency of software used to map the drone operations.
SCHEDULE OF STUDY
a. Fleet management software
b. Flight planning software
c. Mapping software
d. Drone calculations
e. Safety systems: Anti-Collison algorithm
f. Drone swarm controls
g. Swarms management
h. AI enabled drone systems
PROJECT
EXPERIENTIAL LEARNING ACTIVITIES
Roads, bridges, tunnels, power transmission poles and other structures are critical to our way of life, and they require constant maintenance.
Government bodies, insurers, engineers and construction firms are increasingly using drones to assist in the maintenance process. With the ability to safely and rapidly capture images, videos and 3D models of assets, drones can be used to identify defects that require attention.
Using drones to perform inspections makes the process quick, safe and affordable.
Other drone services include crop spraying, farm control, civil projects etc
As a career path, drone service providers can expect fast growth as this is a varied role that could see you inspecting public infrastructure in city centres, or navigating outback power transmission lines to check for signs of damage or provide farm services.
LEARNING PLAN
COMPETENCY MODULE: DRONE SERVICES (AM/AID/DEF/11)
NO OF LESSONS: 19; ESTIMATED HOURS 100:
This course is very useful for all Engineers and Management students/working professionals. It develops the application knowledge about using drones for different services.
This module covers all aspects of a drone from service point of view and the learners are able to develop a broad perspective about components, technology, applications & AI integration.
SCHEDULE OF STUDY
a. Uses of drones
b. Agricultural thermal drones
c. Hyper-spectral imaging
d. Drone for farm operations
e. Agriculture AI drones
f. Infrastructure & Inspection drones
g. Visual data models
h. Drones for farm operations
i. Thermal drone inspection
j. Ortho mosaics
k. Photogrammetry
l. LIDAR
m. Multi-sensor wildlife & disaster management
n. Swarm management & control
o. Smart city infrastructure & construction mapping
p. Flight planning & fleet management software
q. Sensors
r. Cameras
s. Applications of drone sensors & cameras
PROJECT
EXPERIENTIAL LEARNING ACTIVITIES
When floods, fires, earthquakes and other disasters occur, first responders are often tasked with locating and helping those who have been affected. This can be especially challenging in dark, smoky or remote areas, but drones can be used to work around these issues through use of special cameras & sensors.
Equipped with state-of-the-art cameras and sensors, drones can locate survivors in all conditions, providing crucial information that rescuers can use to plan missions.
As an emergency response drone pilot, you will work in challenging conditions to support rescuers, plan missions, locate affected people, assess impassable terrain and more.
In addition to emergency response, drone sensors & cameras are used for diverse applications.
LEARNING PLAN
COMPETENCY MODULE: DRONE: SENSORS & CAMERAS (AM/AID/DEF/08)
NO OF LESSONS: 9; ESTIMATED HOURS 50:
This course is very useful for all engineering & management professionals who aspire to join the drone sector. It develops the application knowledge about using drones for different operations by choosing the right sensors & cameras.
Sensors & cameras are critical to drone operations and the type of use decides the best combination.
This module covers all aspects of drone sensors and cameras.
The suggested progression after getting certified in this module are:
A. Drone Services ( AM/AID/DEF/11)
This is a comprehensive module covering all aspects and areas where drones are used. After this certification, one can plan a startup offering various drone services or join a services company.
B. Surveying & Mapping (AM/AID/DEF/09)
This module helps develop the capability to manage drone based surveying & mapping, post which a career switch can be planned in Agriculture, Civil construction, Defence.
C. UAV Swarms Control (AM/AID/DEF/04)
This is an emerging career option as drone swarms find extensive use in defence, disaster relief, terrain mapping etc.
D. Imagery analyst: Fast growth and specialized skill career option having demand across all domains.
SCHEDULE OF STUDY
a. Visual data models
b. Mapping software
c. Drone sensors
d. Drone cameras
e. Application of drone sensors & cameras
f. Safety systems: Collison avoidance
g. Photogrammetry
h. Multi-sensor wildlife & disaster management
i. Ground control stations
PROJECT
EXPERIENTIAL LEARNING ACTIVITIES
Robotics is physical as well as digital. For mechanical engineers, we shall cover physical robotics. Digital robotics is represented by AI agents to automate processes.
A. AI PLATFORMS FOR ROBOT OPERATION & CONTROL:
AM/CSE/AIR/05
1. AI PLATFORM TO MANAGE INDUSTRIAL ROBOTS
2. AI POWERED SOFTWARE & ALGORITHMS FOR INDUSTRIAL ROBOTS
3. WORKFLOW AUTOMATION USING AI BOTS
4. MOBILE AUTONOMOUS ROBOTS FOR SMART MANUFACTURING
5. COBOT FLEET AUTOMATION
B. AI PLATFORMS FOR ROBOT APPLICATIONS:
AM/CSE/AIR/06
1. ROBOTICS FOR CONSTRUCTION
2. ROBOTICS FOR FOOD INDUSTRY
3. ROBOTICS USING PICK N PLACE
4. SOLAR FARM ROBOTICS
5. INDUSTRIAL ROBOTICS
6. AUTONOMOUS ROBOTS FOR INDUSTRY INSPECTION, MAINT
7. UNDERWATER ROBOT FOR OIL RIGS & DEEP SEA
8. HUMAN-ROBOT INTERACTION CONTROL SYSTEM
9. ROBOTICS FOR WAREHOUSE: SWARM, 4D VISION
C. ROBOTIC AUTOMATION PLATFORM USING AI & EDGE ANALYTICS:
AM/CSE/AIR/07
1. AI PLATFORM TO MANAGE INDUSTRIAL ROBOTS
2. WORKFLOW AUTOMATION USING AI BOTS
3. MOBILE AUTONOMOUS ROBOTS FOR SMART MANUFACTURING
4. COBOT FLEET AUTOMATION
5. ALGORITHMS FOR LOGISTICS ROBOTS
D. AI PLATFORM FOR ROBOTICS AUTOMATION MANAGEMENT
AM/AIM/AIR/92.
1. SOFTWARE FOR OPERATIONS
2. COMPUTER VISION
3. ALGORITHMS FOR MANAGING ROBOTIC FLEET
4. ALGORITHMS FOR SWARM ROBOTICS
5. WORKFLOW AUTOMATION THROUGH RPA
6. AUTOMATION SOFTWARE THRU SELF LEARNING AI
7. MOBILE ROBOT USING LIDAR, SLAM
Manufacturing is getting digitised by integrating sensors & robots for monitoring performance and precision. Many repetitive and hazardous tasks are being accomplished by robots. AI integration further makes the robots decide the best action in certain situations.
COMPETENCY MODULE:
AM/AIR/SM/01
1. AI PLATFORM TO MANAGE INDUSTRIAL ROBOTS
2. AI POWERED SOFTWARE & ALGORITHMS FOR INDUSTRIAL ROBOTS
3. WORKFLOW AUTOMATION USING AI BOTS
4. MOBILE AUTONOMOUS ROBOTS FOR SMART MANUFACTURING
5. COBOT FLEET AUTOMATION
e-commerce platform uses fleets of mobile robots to retrieve items from shelves. A Robotics Engineer designs path-planning algorithms, ensuring robots navigate efficiently and avoid collisions. The system reduces picking errors and shortens delivery times. Logistics start-up leverages deep reinforcement learning to teach robots & drones about pick and place packages to reduce last-mile delivery costs in congested urban areas.
SUGGESTED CERTIFICATIONS:
COMPETENCY MODULE:
AM/AIR/SM/02.
1. ROBOTICS FOR WAREHOUSE: SWARM, 4D VISION & PICK N PLACE
2. ALGORITHMS FOR LOGISTICS ROBOTS
Smart agriculture uses robots for picking ripe fruits, deweeding farms, harvesting, sowing and other tasks. AI helps in enabling faster decisions in real time. Automated harvesting drones, weeding robots, and real-time crop monitoring systems help farmers manage yields more efficiently, tackling labour shortages and sustainability targets.
SUGGESTED CERTIFICATIONS:
COMPETENCY MODULE:
AM/AIR/SM/ 04
1. ROBOTICS FOR SMART FARMS
2. FARM ROBOTICS: SWARM, 4D VISION, PICK N PLACE
This career pathway develops a broad understanding of the process of strategic planning. Engineers often come across situations requiring them to develop product development or launch strategy or run a campaign to assess customers feedback on product parameters to improve design.
Engineering Business Management
Progressive, technology-led companies are looking for people with both the practical engineering skills and the management skills to drive productivity and profitability. Designed for graduates who want to become managers or leaders of technology-based organisations
This career pathway develops a necessary skill in engineers about the basics of management principles and their application in industry. The Management competency module enhances the KSA profile by imparting knowledge about HR, Finance and Marketing.
A. STRATEGIC PLANNING FOR SMART CITY/CAMPUS:
AM/CVE/AIM/14
1. STRATEGY IMPLEMENTATION SYSTEM
2. AI STRATEGY PLATFORM FOR DYNAMIC IMPLEMENTATION
3. AI PLATFORM TO DEVELOP STRATEGY
B. MARKETING STRATEGY & ANALYSIS FOR INDUSTRIAL/SMART CITY AM/MAES/AIM/06
This module helps professionals to expand their KSA profile of managing techno-commercial applications and move up by developing the KSA for a framework of marketing strategy applications with an integrated AI platform.
This module will help engineers to develop a holistic understanding of digital technologies and their application in marketing strategy development automate various systems and workflows for AI driven analytics.
1. AI PLATFORM TO DEVELOP/OPTIMISE MARKETING STRATEGY
2. AI PLATFORM TO DEVELOP MARKETING STRATEGY: SOCIAL MEDIA
3. AI PLATFORM TO DEVELOP MARKETING STRATEGY: DIGITAL MARKETING
4. AI PLATFORM TO DEVELOP MARKETING STRATEGY: ECOM
5. NARRATIVE INTELLIGENCE & BRANDING RISK STRATEGY
C. HR INTERVENTION FOR SMART CITY/INDUSTRY PROJECTS
AM/CSE/AIM/20
1. KEY AI & DIGITAL TECHNOLOGIES FOR TALENT ACQUISITION
2. HR PROCESS AUTOMATION USING AI AGENTS & RPA
3. AUTOMATION OF ENGAGEMENT & COMMUNICATION USING AGENTIC AI
4. INTEGRATION OF INTELLIGENT DIGITAL ASSISTANTS FOR WORKFLOW AUTOMATION
5. PLATFORM TO DEVELOP INTERACTIVE TRAINING PROGRAM
6. AI DRIVEN PERFORMANCE MANAGEMENT PLATFORM
D. FINANCIAL INTELLIGENCE & AUTOMATION FOR SMART CITY/INDUSTRY PROJECTS:
AM/CSE/AIM/21
1. FINANCIAL REPORTS ANALYSIS PLATFORM
2. USING AUTOMATION & ANALYTICS FOR PROCESS IMPROVEMENT
3. AI & ANALYTICS DRIVEN DIGITAL FINANCIAL SOLUTIONS PLATFORM
4. AI POWERED FINTECH PLATFORM FOR BUSINESS INTELLIGENCE
5. HYPER-PERSONALISED DIGITAL BANKING PLATFORM FOR PAYMENTS & TRADE FINANCE.
6. INTELLIGENT AUTOMATION PLATFORM FOR FINANCIAL INSTITUTIONS
7. FPA SOFTWARE USING AI & RPA
E. MARKETING INTERVENTIONS IN SMART CITY/INDUSTRIAL PROJECTS
AM/CSE/AIM/24
1. PREDICTIVE SALES PLATFORM FOR PRICE PREDICTION & CHURN ANALYTICS
2. AI DRIVEN HOLOGRAPHIC TECHNOLOGY FOR IMMERSIVE RETAIL
3. AI DRIVEN RETAIL OPTIMISATION PLATFORM
4. AI DRIVEN PERSONA BASED MARKETING PLATFORM
5. CONVERSATIONAL AI PLATFORM FOR PERSONALISED MARKETING
6. AI DRIVEN MARKETING AUTOMATION PLATFORM
7. AI PLATFORM FOR SELF-OPTIMISING CAMPAIGN DESIGN
8. INTERACTIVE MOBILE VIDEO ADVERTISING CREATION PLATFORM
9. USING AI AVATARS FOR BRANDING & CONTENT MARKETING
GigaTwin Digital Pvt Ltd
We use cookies to analyze website traffic and optimize your website experience. By accepting our use of cookies, your data will be aggregated with all other user data.