COMPUTER SCIENCE & ENGINEERING

Computer Science is now at the center of transformative projects across all industries. Machines, shop floor and equipments are being transformed into digital assets by integrating sensors, computer vision software and AI powered performance monitoring digital tools.

The structure & composition of Computer science use in industries is undergoing rapid change. The dependency on coding and languages is getting reduced with the design of No-code applications and GenAI. The focus is now shifting towards application oriented development. The learning of computer science therefore requires developing basic KSA and topping the learning with super-specialisations aligned with specific competencies of a career pathway.

A. DRONES/UAV

B. ROBOTS/UGV

C. AI INTEGRATED ENTERPRISE SYSTEMS

D. AI DRIVEN SYSTEM & PRODUCT DESIGN FRAMEWORK

E. IOT & AI FRAMEWORK FOR SMART APPLICATIONS & ENTERPRISES

F. DIGITAL TWIN, INDUSTRY 4.0/DIGITAL FACTORY SYSTEMS

G. STRATEGIC PLANNING

H. MANAGEMENT

The following sections give details of the competency modules along with the constituent courses.

AI POWERED DRONES: CAREER OPTIONS FOR STEM PROFESSIONALS

DEFENCE SECTOR

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. IMAGERY ANALYST:

An imagery analyst's primary task is to interpret and analyze images, primarily from sources like satellites, drones, and aerial photography, to extract meaningful intelligence and support decision-making.

Imagery Analysts work in both strategic and tactical environments. Strategic imagery intelligence is concerned with understanding the longer-term military, industrial, telecommunications, transport systems and infrastructure of foreign powers. Tactical imagery intelligence normally deals with immediate threats or rapidly required and time critical information needed to assist friendly-force deployments within a specific geographic area. Tactical imagery intelligence normally concerns hostile activity.

An Imagery analyst profile has huge scope of fast growth in domestic industrial & farm operations. Thermal & Hyper-spectral imaging is the foundational skill for modern precision agriculture. Photogrammetry provides the skill for digitalisation of urban planning while 3D photogrammetry & LIDAR are high in-demand skills for civil & industrial projects.

Imagery analyst is the foundational skill for many career options.

LEARNING PLAN

COMPETENCY MODULE: IMAGERY ANALYST (AM/AID/DEF/02)

NO OF LESSONS: 8; ESTIMATED HOURS 40: NO OF QUIZ: 10, PROJECT-2

This course is very useful for Civil Engineers, Computer Science Engineers and Management students/working professionals planning a career switch. It develops the application knowledge about analysis of images obtained by drone surveys.

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.

SCHEDULE OF STUDY

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

a. Mapping, surveying & Inspection

b. Orthomosaics

c. Visual Data Models

d. Photogrammetry

e. Advanced Photogrammetry

f. LIDAR

g. Cameras

h. Application of Cameras & Sensors

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

B. 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: NO OF QUIZ: 9, PROJECT-2

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)

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

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

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

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

C. 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: NO OF QUIZ: 9, PROJECT-2

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/04)

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

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

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

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

D. SOFTWARE ANALYST

A software analyst checks the configuration of different softwares used in the drone operation. Often, tasks are multiple and a drone operates as guided by the operating algorithms integrated with the software and operating system. Proper configuration ensures data is captured and analysed as required.

LEARNING PLAN

COMPETENCY MODULE: SOFTWARE ANALYST (AM/AID/DEF/05)

NO OF LESSONS: 6; ESTIMATED HOURS 35: NO OF QUIZ: 8, PROJECT-2

This course is very useful for Computer Science Engineers and Management students/working professionals having Algorithm designer certification or fresh grads interested in entering drones industry.

After this certification, following certifications can be added to move to a fast career growth or a startup venture:

Suggested progressions:

A. Drone swarms control ( AM/AID/DEF/04)

This is a comprehensive module covering all aspects and areas where drone swarms are used. After this certification, one can plan to manage swarms for service providers or in defence.

B. Algorithms designer (AM/AID/DEF/03)

This add-on module or composite module for users not having Algorithms designer certification, helps develop the capability to manage drone operations by mapping software.

C. AGRICULTURE (AM/AID/DEF/10)

This is an emerging career option as software 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.

SCHEDULE OF STUDY

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:(a, b, c & g will be dropped for Algorithm designer certified users.

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

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

It is suggested to become an "IMAGERY ANALYST" or an "ALGORITHMS DESIGNER" and then move up to become "SOFTWARE ANALYST".

"UAV SWARMS MANAGER" can be combined with Agriculture domain for a career in "SMART FARMING" or with other functions like Civil, Advertising & Media, Event displays etc

COUNTER-DRONE SYSTEM

This is an emerging career option where opportunities are intense. With drones increasingly being inducted for attack & surveillance, demand for innovative solutions for defence against drones using a mix of electronics, laser & AI is increasing. To be an expert in anti-drone warfare, one needs to be an expert in drones. hence, this option is the next level of career for professionals who have undergone various certifications in drones.

SUGGESTED CERTIFICATIONS:

Undergo drone training for UAV design

COMPETENCY MODULE:

AM/AID/DEF/06.

LEARNING PLAN

COMPETENCY MODULE: COUNTER DRONE CONTROL E&E SYSTEMS (AM/EEE/AID/02)

NO OF LESSONS: 9; ESTIMATED HOURS 50: NO OF QUIZ: 11, PROJECT-3

This module is best suited for E&E engineers/management professionals who aspire to move up in the drone industry as counter drone operations & design experts. This module develops the ability of managing the E&E control systems/software applications for controlling counter drone/swarms frameworks.

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. 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

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

a. Parts & types of drones

b. Communication system

c. AI enabled drone systems

d. RF based detection

e. Radar based detection

f. Electro-optical & infrared based system

g. Interceptor systems

h. GNSS spoofing & signal manipulation

i. Signal jamming & interference

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

DRONE SERVICES

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: NO OF QUIZ: 23, PROJECT-5

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

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

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

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

DRONE SENSORS & CAMERAS

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: NO OF QUIZ: 10, PROJECT-2

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

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

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

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

COMPETENCY IN-DRONES - UAV

SOFTWARE PLATFORMS FOR DRONE OPERATION:

This module develops the ability to understand the composition of different software and configure as per end use. No programming background is required nor any prior knowledge of softwares.

LEARNING PLAN

COMPETENCY MODULE: SOFTWARE PLATFORMS FOR DRONE OPERATIONS (AM/MAE/AID/03)

NO OF LESSONS: 10; ESTIMATED HOURS 50: NO OF QUIZ: 11, PROJECT-3

This module is best suited for all industry/management professionals who aspire to enter drone industry as operations experts. This module develops the ability of managing software applications for controlling and operating drone/swarms.

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.

D. Algorithms designer: A very high-in-demand profile, algorithms are the brain of a drone and guides it operations.

SCHEDULE OF STUDY

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

a. Parts & types of drones

b. Mapping, surveying & inspection software

c. Swarms control & management

d. Flight control system

e. Safety systems: swarms collision avoidance

f. Fleet management software

g. Thermal Inspection software

h. AI enabled drone systems

i. Drone calculations for designing

j. Ground control stations

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

SOFTWARE PLATFORMS FOR DRONE APPLICATIONS:

This module is best suited for all industry/management professionals who aspire to enter drone industry applications or professionals in agriculture, e-comm, logistics, retail, defence, media to expand their KSA profile and enter fast moving drone sector.

COMPETENCY MODULE

AM/MAE/AID/04

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LEARNING PLAN

COMPETENCY MODULE: SOFTWARE PLATFORMS FOR DRONE APPLICATIONS (AM/MAE/AID/04)

NO OF LESSONS: 8; ESTIMATED HOURS 50: NO OF QUIZ: 11, PROJECT-3

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.

D. Algorithms designer: A very high-in-demand profile, algorithms are the brain of a drone and guides it operations.

SCHEDULE OF STUDY

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

a. Uses of drones

b. Application of sensors & cameras

c. Photogrammetry software

d. AI algorithms for drones

e. Thermal Inspection software

f. LIDAR software

g. Drone calculations for designing

h. Ground control stations

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

TERRAIN MAPPING

LEARNING PLAN

COMPETENCY MODULE: TERRAIN MAPPING SYSTEMS (AM/CSE/AID/02)

NO OF LESSONS: 10; ESTIMATED HOURS 50: NO OF QUIZ: 11, PROJECT-3

This module is best suited for Civil & CS/IT engineers/management professionals who aspire to move up in the drone industry as terrain mapping operations experts. This module develops the ability of managing the terrain mapping systems/software applications for developing the framework for mapping using different combinations of sensors, cameras, algorithms and software.

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. 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.

C. 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.

D. AGRICULTURE (AM/AID/DEF/04)

E. Software Analyst( AM/AID/DEF/05)

F. Imagery analyst (AM/AID/DEF/02)

This module helps expand the capability to analyse images generated by drone surveys, post which a career switch can be planned in Agriculture, Civil construction, Defence.

SCHEDULE OF STUDY

1. Go through each lesson and attempt a self-assessment quiz at the end of each lesson. Follow the sequence as below:

a. Thermal mapping

b. AI enabled drone systems

c. Photogrammetry

d. Orthomosaics

e. Advanced Photogrammetry

f. LIDAR mapping

g. Visual data models

h. Drone cameras

2. PROJECT

3. VIDEOS

4. Additional learning: Go through suggested reference articles.

5. Appear for CERTIFICATION EXAM.

COMPETENCY IN ROBOTS/UGV

The career pathway in the fast emerging Robotics industry comprises of 3 competency modules. Each module enhances the KSA profile and makes the learner competent & confident to enter the Robotics sector in middle/top management positions as per past experience. Fresh graduate engineers start their career at the middle management level with a very fast career progression.

Robotics is physical as well as digital. For computer science engineers, we shall cover physical & digital robotics is represented by AI agents to automate processes.

A. SOFTWARE 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. SOFTWARE 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 SOFTWARE 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. 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

COMPETENCY IN AI INTEGRATED ENTERPRISE SYSTEMS

Enterprise systems are being integrated on a common platform using sensors, AI agents and other digital technology applications. Engineers are using AI to optimize the resources utilisation and systems' efficiency.

The career pathway in the fast emerging Smart Enterprises segment comprises of competency modules which enhances the KSA profile and makes the learner competent & confident to manage the enterprise using AI and digital technologies. AI integration with the micro-systems of each enterprise to make processes intelligent has led to transformation of the enterprise due to efficient and automated systems.

This module covers a major gap in the KSA profile of fresh graduates and enable them to join a fast progression career in the Smart enterprise pathway.

AI POWERED ENTERPRISE SYSTEMS:

AM/CSE/AES/09

1. AI INTEGRATED SELF OPTIMISING SYSTEM FOR SMART ENTERPRISE

2. AI PLATFORM TO AUTOMATE CRM COMMUNICATION

3. AI PLATFORM FOR WORKFLOW AUTOMATION IN SMART CITIES MANAGEMENT

4. AGENTIC AI, EDGE ANALYTICS & SENSORS MESH FOR OPTIMISING ENTERPRISE SYSTEMS

5. AGENTIC AI DRIVEN AUTOMATION OF ENTERPRISE PROCESSES

6. AGENTIC AI DRIVEN AUTOMATION FOR SMART FACTORY

7. HYPER AUTOMATION PLATFORM FOR ENTERPRISE PROCESSES

8. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION

9. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY

COMPETENCY IN AI DRIVEN SYSTEM & PRODUCT DESIGN FRAMEWORK

Systems design is rapidly getting automated with the emergence of AI driven platforms which can develop design based on the requirements. AI agents and other digital technology applications are developing numerous alternatives for systems and product design in a much shorter time.

The career pathway is fast emerging as a choice for Computer Science engineers.

A. AI POWERED SYSTEM DESIGN PLATFORM:

AM/CSE/AED/10

1. AI PLATFORM FOR ELECTRONICS SYSTEM DESIGN

2. AI PLATFORM FOR ELECTRICAL SYSTEMS DESIGN

3. AI PLATFORM FOR CIVIL ENGG SYSTEMS DESIGN

4. ALGORITHMS & GENERATIVE DESIGN TOOLS

5. AI PLATFORM FOR VISUAL SCRIPTING & 3D GAMING

6. AI CHATBOT PLATFORM

B. AI POWERED PRODUCT DESIGN FRAMEWORK PLATFORM:

AM/CSE/AED/11

1. AI POWERED PROTOTYPE DEVELOPMENT & PRODUCT DESIGN PLATFORM

2. INTERACTIVE AI PLATFORM FOR 3D MODELING & PRODUCT DEVELOPMENT

3. AI PLATFORM TO DEVELOP MVP

COMPETENCY IN IOT & AI FRAMEWORK FOR SMART APPLICATIONS & ENTERPRISES

IOT & AI are being paired to develop systems to monitor operations and design analytics integrated processes for a quick correction in any parameter. Applications for process dominant enterprises are rapidly getting automated with the emergence of AI & IOT driven platforms.

A. IOT & AI INTERVENTION FOR SMART ENTERPRISES:

AM/CSE/IOT/12 .

1. SMART FACTORY

2. PREDICTIVE MAINTENANCE

3. AI ALGORITHMS FOR PERFORMANCE MONITORING OF SHOP FLOOR

4. AGENTIC AI WORKFLOW AUTOMATION

5. AI POWERED AUTOMATION TECHNOLOGIES FOR DIGITAL TRANSFORMATION

B. IOT & AI FRAMEWORK FOR SMART APPLICATIONS:

AM/CSE/IOT/14.

1. SMART CAMPUS

2. SMART CITIES

3. FARMING

4. DRONES

5. SMART RETAIL

6. SMART WAREHOUSE FOR ECOM

7. SMART TRANSPORTATION

COMPETENCY IN DIGITAL TWIN, INDUSTRY 4.0/DIGITAL FACTORY SYSTEMS

IOT & AI are being paired to develop systems to monitor factory operations and design analytics integrated processes (Edge Analytics) for a quick correction in any parameter. Using sensors embedded with machines & equipments, manufacturing facilities are becoming SMART due to systems ability to take some operational decisions to maintain desired operating parameters. Factories are thus rapidly getting automated with the emergence of AI & IOT driven platforms.

The career pathway is fast emerging as a choice for Computer Science engineers as IOT sensors are getting integrated with all equipments and AI vision is monitoring all activities, together generating huge amount of data. Computer science professionals are finding huge demand for Digital factory/Industry 4.0 projects and for development of Digital twins.

A. RESOURCES OPTIMIZATION USING AI & DIGITAL TWINS:

AM/CSE/AIA/15

1. DIGITAL TWIN FOR SHOP OPERATIONS OPTIMISATION

2. DIGITAL TWIN FOR DIVERSE INDUSTRIES

3. AI POWERED AUTOMATION TECHNOLOGIES FOR DIGITAL TRANSFORMATION

4. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION

5. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY

6. AGENTIC AI DRIVEN AUTOMATION FOR SMART FACTORY

B. 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 & Computer Science 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

C. AI POWERED DESIGNING, MODELING & SMART CAMPUS DEVELOPMENT:

AM/CVE/AED/07

1. AI POWERED AUTOMATION OF TECHNICAL DRAWINGS FROM 3D MODELS

2. AUTOMATED BUILDING DESIGN PLATFORM

3. AI PLATFORM FOR AUTOMATION OF TENDERING & BID EVALUATION

4. ENERGY MANAGEMENT SYSTEM FOR SMART CAMPUS

5. AI PLATFORM FOR WORKFLOW AUTOMATION IN SMART CITIES MANAGEMENT

6. AI PLATFORM TO CREATE BIM MODEL

7. DIGITAL TECHNOLOGIES FOR SMART CAMPUS DEVELOPMENT

8. AI DRIVEN AUTOMATION OF STRUCTURAL DESIGN

COMPETENCY IN STRATEGIC PLANNING

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. This module will develop the required skill in engineers without a management qualification.

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

COMPETENCY IN MANAGEMENT

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. The micro-credit courses included in the module have AI integration. Each module enhances the KSA profile and makes the learner competent & confident to manage the enterprise in middle/top management positions as per past experience. Fresh graduate engineers start their career at the middle management level with a very fast career progression.

A. 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

B. 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

C. 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

COMPUTER SCIENCE & ENGINEERING

AI POWERED DRONES: CAREER OPTIONS FOR STEM PROFESSIONALS

DEFENCE SECTOR

COUNTER-DRONE SYSTEM

DRONE SERVICES

DRONE SENSORS & CAMERAS

COMPETENCY IN-DRONES - UAV

COMPETENCY IN ROBOTS/UGV

COMPETENCY IN AI INTEGRATED ENTERPRISE SYSTEMS

COMPETENCY IN AI DRIVEN SYSTEM & PRODUCT DESIGN FRAMEWORK

COMPETENCY IN IOT & AI FRAMEWORK FOR SMART APPLICATIONS & ENTERPRISES

COMPETENCY IN DIGITAL TWIN, INDUSTRY 4.0/DIGITAL FACTORY SYSTEMS

COMPETENCY IN STRATEGIC PLANNING

COMPETENCY IN MANAGEMENT

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