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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.
The career pathway in the fast emerging Drones-UAV industry comprises of 3 competency modules. Each module enhances the KSA profile and makes the learner competent & confident to enter the Drones 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.
This module introduces use of AI powered drones for civil construction, terrain mapping and logistics.
A. AI INTEGRATED SOFTWARE FOR DRONE OPERATION:
BASIC COMPETENCY
BC/CSE/AID/74 CREDITS 6
1. AI POWERED DRONE TECHNOLOGY
2. AI ALGORITHMS FOR DRONES
3. AI COMPONENTS IN DRONES
4. SWARMS MANAGEMENT
ADVANCED COMPETENCY
AM/CSE/AID/01. CREDITS 8
1. FLIGHT APP & SETTINGS
2. CONTROLLING DRONE SWARMS
3. MAPPING SOFTWARE
4. DRONE OPTIMIZATION SOFTWARE
5. PHOTOGRAMMETRY SOFTWARE FOR MAPPING
6. AERIAL MAPPING SOFTWARE
B. TERRAIN MAPPING SOFTWARE FOR DRONES:
BASIC COMPETENCY
BC/CSE/AID/75 CREDITS 6
1. THERMAL MAPPING
2. BASIC ORTHOMOSAICS
3. 3D ORTHOMOSAICS & PHOTOGRAMMETRY
4. GEO-SPATIAL TECHNOLOGY
ADVANCED COMPETENCY
AM/CSE/AID/02 CREDITS 8
1. SMART CITY INFRASTRUCTURE
2. MAPPING SOFTWARE
3. PHOTOGRAMMETRY SOFTWARE FOR MAPPING
4. AERIAL MAPPING SOFTWARE
C. AI POWERED SOFTWARE FOR MANAGING DRONE SWARMS
BASIC COMPETENCY
BC/CSE/AID/76 CREDITS 6
1. AGRICULTURAL MAPPING
2. SWARMS MANAGEMENT
3. SMART CITY INFRASTRUCTURE
4. COMMUNICATION SYSTEM
ADVANCED COMPETENCY
AM/CSE/AID/03 CREDITS 8
1. FLIGHT CONTROL SYSTEM
2. SAFETY SYSTEMS: COLLISION AVOIDANCE
3. CONTROLLING DRONE SWARMS
4. MAPPING SOFTWARE
5. AERIAL MAPPING SOFTWARE
D. AI POWERED SOFTWARE FOR MANAGING ANTI DRONE SYSTEMS:
ADVANCED COMPETENCY
CM/CSE/AID/04. CREDITS 6
1. DRONE ON DRONE INTERCEPTOR SYSTEMS
2. GNSS SPOOFING & SIGNAL MANIPULATION
3. AERIAL MAPPING SOFTWARE
E. 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.
BASIC COMPETENCY
BC/MAE/AID/62. CREDITS 6
1. INTRODUCTION TO DRONES
2. PARTS OF A DRONE
3. TYPES OF DRONES
4. USES OF DRONES
5. INDOOR INDUSTRIAL INSPECTION
6. FLIGHT CONTROL SYSTEM
ADVANCED COMPETENCY
AM/MAE/AID/03 CREDITS 12
1. SAFETY SYSTEMS: COLLISION AVOIDANCE
2. HOW TO FLY: DRONE CONTROLS
3. PRE-FLIGHT CHECKLIST
4. CONTROLLING DRONE SWARMS
5. DRONE OPERATING SYSTEM
6. DRONE OPTIMISATION SOFTWARE
7. DRONE CONTROL SYSTEM
8. GROUND CONTROL STATIONS
D. 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.
BASIC COMPETENCY
BC/MAE/AID/63. CREDITS 12
1. AGRICULTURE-THERMAL DRONES
2. INFRASTRUCTURE INSPECTION
3. INDOOR INDUSTRIAL INSPECTION
4. AGRICULTURAL AI DRONES
5. THERMAL ROOF INSPECTION
6. MULTI-SENSOR WILD LIFE MONITORING
7. EMERGENCY RESPONSE SEARCH & RESCUE
8. SMART CITY INFRASTRUCTURE
ADVANCED COMPETENCY
AM/MAE/AID/04 CREDITS 12
1. APPLICATION OF DRONE SENSORS & CAMERAS
2. DESIGNING MULTI-USE DRONES
3. FLIGHT APP & SETTINGS
4. CONTROLLING DRONE SWARMS
5. HOW DRONE MAPPING IS USED ACROSS INDUSTRIES
6. PHOTOGRAMMETRY SOFTWARE FOR MAPPING
7. AERIAL MAPPING SOFTWARE
8. GROUND CONTROL STATION
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:
ADVANCED COMPETENCY
AM/CSE/AIR/05 CREDITS 8
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:
ADVANCED COMPETENCY
AM/CSE/AIR/06 CREDITS 8
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:
ADVANCED COMPETENCY
AM/CSE/AIR/07 CREDITS 8
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. ROBOT MOBILITY CONTROL SYSTEMS
ADVANCED COMPETENCY
AM/AIM/AIR/01 CREDITS 8
1. APPLICATION OF DRONE SENSORS & CAMERAS
2. AI ENABLED DRONE SYSTEMS
3. FLIGHT PLANNING OF DRONES
4. MAPPING SOFTWARE
5. DRONE OPTIMIZATION SOFTWARE .
6. HOW DRONE MAPPING IS USED ACROSS INDUSTRIES
E. ROBOTICS AUTOMATION MANAGEMENT
ADVANCED COMPETENCY-SERVICES MANAGEMENT
AM/AIM/AIR/92. CREDITS 8
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
F. INDUSTRIAL APPLICATIONS MANAGEMENT
ADVANCED COMPETENCY-
AM/AIM/AIR/02 CREDITS 8
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
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:
ADVANCED COMPETENCY
AM/CSE/AES/09 CREDITS 12
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
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:
ADVANCED COMPETENCY
AM/CSE/AED/10 CREDITS 12
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:
ADVANCED COMPETENCY
AM/CSE/AED/11 CREDITS 6
1. AI POWERED PROTOTYPE DEVELOPMENT & PRODUCT DESIGN PLATFORM
2. INTERACTIVE AI PLATFORM FOR 3D MODELING & PRODUCT DEVELOPMENT
3. AI PLATFORM TO DEVELOP MVP
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.
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.
A. IOT & AI INTERVENTION FOR SMART ENTERPRISES:
ADVANCED COMPETENCY
AM/CSE/IOT/12 . CREDITS 8
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:
ADVANCED COMPETENCY
AM/CSE/IOT/14. CREDITS 8
1. SMART CAMPUS
2. SMART CITIES
3. FARMING
4. DRONES
5. SMART RETAIL
6. SMART WAREHOUSE FOR ECOM
7. SMART TRANSPORTATION
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:
ADVANCED COMPETENCY
AM/CSE/AIA/15 CREDITS 12
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.
ADVANCED COMPETENCY
CODE AM/MAE/AES/08 : CREDITS 12
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:
ADVANCED COMPETENCY
AM/CVE/AED/07 CREDITS 12
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
D. 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.
ADVANCED COMPETENCY
AM/MAE/AIA/13 CREDITS 12
1. SENSORS & EDGE COMPUTING FOR SHOP FLOOR OPTIMISATION
2. IOT MESH, AI & ANALYTICS PLATFORM FOR DIGITAL FACTORY
3. AI POWERED AUTOMATION TECHNOLOGIES FOR DIGITAL TRANSFORMATION
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
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:
ADVANCED COMPETENCY
AM/CVE/AIM/14 CREDITS 6
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 CREDITS 6
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
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
ADVANCED COMPETENCY
AM/CSE/AIM/20 CREDITS 8
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 CREDITS 8
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
ADVANCED COMPETENCY
AM/CSE/AIM/24 CREDITS 12
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
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