The integration of AI into the E&E industry helps enhances design of control systems, chips & circuitry, optimizes manufacturing processes, and deliver superior performance. AI-powered tools read and interpret electrical drawings, highlighting critical dimensions, tolerances, and compliance issues. AI-powered design tools use algorithms to explore thousands of chip design iterations based on defined constraints. AI is transforming design in electronics engineering through advanced computational techniques that enhance efficiency, accuracy, and innovation.
The micro-credit certifications are grouped as a COMPETENCY MODULE for engineers and are spread across the following sections:
A. DRONES/UAV & ROBOTS/UGV
B. DESIGN
C. AI INTEGRATION IN E&E ENGG
D. ENTERPRISE & SMART FACTORY SYSTEMS
E. SMART CITY & SMART RETAIL
F. STRATEGIC PLANNING
G. MANAGEMENT
The competency modules are aligned with career pathways,
The following sections give details of the competency modules along with the constituent micro-credit courses.
The career pathway in the fast emerging Drones-UAV industry comprises of competency module which 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.
A. DRONE CONTROL SYSTEMS ENGINEER:
ADVANCED COMPETENCY MODULE
CM/EEE/AID/01 CREDITS 8
1. Different types of drones, their design parameters, applications & control systems.
AID/DT/E01 1.5 CREDITS 25 HOURS
2. Designing multi-use drones, control systems and software platform.
AID/DT/A02 1.5 CREDITS 25 HOURS
3. Multi-modal communications network within heterogeneous UAVs & UGVs swarm against jamming.
AID/DT/A06 2 CREDITS 35 HOURS
4. Drone operating system for swarms & flight control with analytics dashboard.
AID/DT/A08 1 CREDIT 15 HOURS
5. Sensors used in UAV systems:
IOT/SE/A07 2 CREDIT 35 HOURS
B. COUNTER DRONE CONTROL SYSTEMS ENGINEER:
CM/EEE/AID/02 . CREDITS 8
1. Introduction to anti-drone systems, components, electronics & operation.
AID/DT/A10 2 CREDITS 35 HOURS
2. Developments in anti-drone technology & its impact on design for stealth surveillance.
AID/DT/A11 2 CREDITS 35 HOURS
3. Designing an Integrated counter UAS framework deploying multiple technologies.
AID/DT/A12 2 CREDITS 35 HOURS
4. Sensors used in UAV systems:
IOT/SE/A07 2 CREDITS 35 HOURS
C. ROBOTS MOBILITY ENGINEER:
CM/EEE/AIR/03 CREDITS 11.5
1. AI powered computer vision software for industrial robots.
AIR/SW/E01 1 CREDIT 15 HOURS
2. AI driven robotics for Pick n Place use in warehouses & retail logistics.
AIR/SW/A03 1.5 CREDIT 25 HOURS
3. Platform to generate optimised electronics systems for manufacturing & complex robotics.
EEE/SW/A02 2 CREDIT 35 HOURS
4. Mobile Robots: Integration of machine vision, LIDAR, SLAM on a software platform with 5G
AIR/SW/A05 2 CREDIT 35 HOURS
5. Intelligent navigation by 4D Vision-guided robotics to Interpret Complex Environments.
AIR/SW/A08 1.5 CREDIT 25 HOURS
6. Swarm robot automation platform to synchronize data communication across all systems.
AIR/SW/A09 2 CREDIT 35 HOURS
7. Developing a collaborative Human Robot interaction control system.
AIR/SW/A14 1.5 CREDIT 25 HOURS
8. Platform to generate optimised electronics systems for manufacturing & complex robotics.
EEE/SW/A02 2 CREDIT 35 HOURS
The career pathway in the fast emerging AI powered electronics & chip design industry comprises of competency module which enhances the KSA profile and makes the learner upskill to AI domain from traditional electrical & electronics career. AI applications now complete the design work with much greater efficiency and in much less time. Professionals can upskill to enter the AI domain and fresh graduates can improve their employability prospects.
A. ELECTRONICS DESIGN ENGINEER:
MICRO-COMPETENCY MODULE
MC/EEE/AED/38 CREDITS 7
1. Introduction to platform for smart grid technology management.
EEE/SW/E02 1.5 CR 25 HR
2. AI powered electronic design software app.
AED/AI/E06 1 CR 15 HR
3. AI driven engineering design for electrical industry.
AED/AI/E07 1.5 CR 25 HR
4. Software to simulate designing and testing power electronic systems.
AED/SW/E08 1.5 CR 25 HR
5. AI augmented tools to test applications, processes & data for testing lifecycle.
AED/AI/A03 1.5 CR 25 HR
B. PCB DESIGN ENGINEER:
MC/EEE/AED/39 CREDITS 3.5
1. AI powered electronic design software app.
AED/AI/E06 1 CR 15 HR
2. Software to simulate PCB design.
AED/SW/E09 1 CR 15 HR
3. Understanding the process of Chip design with EDA-electronic design automation software.
EEE/SW/A03 1.5 CR 25 HR
ADVANCED COMPETENCY MODULE
CM/EEE/AED/04 CREDITS 6
1. Product development s/w with integrated solution for MBSE, PCB, electrical design.
AED/SW/A07 2 CR 35 HR
2. Platform for Agentic AI based electronics design.
AED/AI/A09 2 CR 35 HR
3. Platform to generate optimised electronics systems for manufacturing & complex robotics.
EEE/SW/A02 2 CR 35 HR
This is an extended career pathway in the fast emerging AI integration in Electrical & Electronics industry. In addition to design, AI agents are automating workflows and increasing the efficiency of systems. This module helps in upskilling and changing careers from traditional to fast moving AI domain. Module develops a holistic understanding of AI integration parameters.
A. AI INTEGRATION IN ELECTRICAL & ELECTRONICS:
MICRO-COMPETENCY
MC/EEE/AIA/42
1. AI powered electronic design software app.
AED/AI/E06 1 CR 15 HR
2. AI driven engineering design for electrical industry.
AED/AI/E07 1.5 CR 25 HR
3. AI augmented tools to test applications, processes & data for testing lifecycle.
AED/AI/A03 1.5 CR 25 HR
ADVANCED COMPETENCY
CM/EEE/AIA/08 CREDITS 6.5
1. Visual scripting & 3D experience platform for design planning, gaming & testing.
AED/SW/A04 3 CR 45 HR
2. Implementation guidelines for AI workflow automation through RPA, AI assistants & chatbots.
AIA/SW/A18 2 CR 35 HR
3. AI powered Manufacturing insights platform to identify problems & suggest strategies.
AIA/SW/A19 1.5 CR 25 HR
B. AI DRIVEN DIGITAL TRANSFORMATION:
MICRO-COMPETENCY
MC/EEE/AIA/43 CREDITS 5.5
1. Structuring & developing AI agents to drive digital transformation.
DTW/AI/E01 2 CR 35 HR
2. Develop a scalable digital twin for shop floor operations.
DTW/AI/A01 2 CR 35 HR
3. Integrated platform with API, data, AI agents for digital transformation.
DTW/AI/A02 1.5 CR 25 HR
ADVANCED COMPETENCY
CM/EEE/AIA/09 CREDITS 8
1. Cognitive digital twin development platform for diverse industries.
DTW/AI/A03 2 CR 35 HR
2. Intelligent hyper automation platform for manufacturing & service processes.
AIA/SW/E05 2 CR 35 HR
3. Introduction to an Integrated platform with API, data, AI agents for digital transformation.
AIA/SW/A16 2 CR 35 HR
4. Implementation guidelines for AI workflow automation through RPA, AI assistants & chatbots.
AIA/SW/A18 2 CR 35 HR
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 factory 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.
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.
A. ENTERPRISE SYSTEMS ENGINEER:
MICRO-COMPETENCY
MC/EEE/AES/40
1. Platform for standards, codes, and regulations management covering electronics engg lifecycle.
EEE/SW/E01 1 CR 15 HR
2. IoT framework testing tools, automation techniques and QA tools for performance optimization.
IOT/SE/E05 1.5 CR 25 HR
3. Intelligent hyper automation platform for manufacturing & service processes.
AIA/SW/E05 2 CR 35 HR
4. Introduction to renewable energy monitoring platform.
EEE/SW/E03 1.5 CR 25 HR
ADVANCED COMPETENCY
CM/EEE/AES/05 CREDITS 6
1. Software to design medium/low voltage system for industries & building automation.
AED/SW/A06 2 CR 35 HR
2. Introduction to IoT network architecture & hardware components with Edge analytics.
AED/AI/A10 2 CR 35 HR
3. Introduction to an open source platform for AI powered automation in enterprises.
AIA/SW/A13 . 2 CR 35 HR
B. SMART FACTORY SYSTEMS ENGINEER
MICRO-COMPETENCY
MC/EEE/AIA/41. CREDITS 6
1. Introduction to ERP AI Chatbot platform: Development, Architecture, workflows, integration.
AES/SW/A07 2 CR 35 HR
2. Platform to generate optimised electronics systems for manufacturing & complex robotics.
EEE/SW/A02 2 CR 35 HR
3. Developing AI driven smart factory solutions with computer vision, IoT, analytics & AR.
AIA/SW/A03 2 CR 35 HR
ADVANCED COMPETENCY
CM/EEE/AIA/07 CREDITS 8
1. Introduction to a digital factory: integrating IT & OT capabilities for Industry 4.0 apps.
AIA/SW/A12 2 CR 35 HR
2. Introduction to AI powered multi-modal agentic workflow automation systems for Smart factory.
AIA/SW/A17 2.5 CR 45 HR
3. AI powered Manufacturing insights platform to identify problems & suggest strategies.
AIA/SW/A19 1.5 CR 25 HR
4. Agentic AI solution for predictive maintenance & smart factories.
AIA/SW/A22 2 CR 35 HR
Smart retail & Smart cities sector is emerging as a big employer. These two sectors have been impacted by AI & Analytics in a big way. The two sectors have seen their processes undergo sea change with the integration of AI, IOT and other digital technologies.
The competency module aims to upskill professionals used to old systems and develop capabilities of working on AI integrated platforms.
A. SMART RETAIL SYSTEMS ENGINEER:
ADVANCED COMPETENCY
CM/EEE/AIM/06 CREDITS 10
1. AI for Smart Retail.
AIM/MKMT/A80 2 CR 35 HR
2. Retail technology platforms.
AIM/MKMT/A81 2 CR 35 HR
3. AI recognition technology, Visual AI, vision analytics for Smart Retail.
AIM/MKMT/A82 2 CR 35 HR
4. AI driven Holographic system for an interactive immersive retail experience.
AIM/MKMT/A83 2 CR 35 HR
5. Smart shelves with RFID technology & realtime edge AI for personalised shopping experience.
AIM/MKMT/A84 2 CR 35 HR
B. SMART CITY SYSTEMS ENGINEER:
MICRO-COMPETENCY
MC/EEE/IOT/44 CREDITS 6
1. Introduction to platform for smart grid technology management.
EEE/SW/E02 1.5 CR 25 HR
2. Introduction to renewable energy monitoring platform.
EEE/SW/E03 . 1.5 CR 25 HR
3. Introduction to carbon footprint tracking tools.
EEE/SW/E04 1.5 CR 25HR 4.Configure IoT platform to integrate sensors, geofencing, alerts, dashboard and devices on 5G.
IOT/SE/E07 1.5 CR 25 HR
ADVANCED COMPETENCY
CM/EEE/IOT/11 CREDITS 11
1. Introduction to IoT network architecture & hardware components with Edge analytics.
AED/AI/A10 2 CR 35 HR
2. Open source IoT device connectivity platform with edge computing gateway.
IOT/SE/A05 2 CR 35 HR
3. Cognitive digital twin development platform for diverse industries.
DTW/AI/A03 2 CR 35 HR
4. Spatial data processing platform to improve quality, safety & sustainability in industries.
AIA/SW/A15 . 1.5 CR 25 HR
5. AI powered Manufacturing insights platform to identify problems & suggest strategies.
AIA/SW/A19 1.5 CR 25 HR
6. IoT & AI applications for smart cities management and sustainability practices.
IOT/SE/A03 2 CR 35 HR
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 INDUSTRIAL/SMART CITY PROJECTS:
CM/MAES/AIM/01 : CREDITS 7.5
This competency module develops the ability to understand the strategic plan development using a software & AI platform. This module will help in using AI applications for generating various components of strategy.
1. Introduction to an AI tool for evaluating external influences for strategy development.
AIM/SW/E01 1.5 CREDIT 25 HOURS
2. Introduction to AI applications to develop strategy maps, business plan, blueprint & strategy.
AIM/SW/A01 2 CREDIT. 35 HOURS
3. Introduction to an AI platform to develop an always on strategy domain for real time correction.
AIM/SW/A02 2 CREDIT 35 HOURS
4. Strategy Implementation System to convert high-level strategy into quantified goals.
AIM/SW/A03 2 CREDITS 35 HOURS
B. MARKETING STRATEGY & ANALYSIS FOR INDUSTRIAL/SMART CITY PROJECTS:
CM/MAES/AIM/06 CREDITS 7.5
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. Narrative Intelligence Platform to identify risks by influencers, bot campaigns & media posts.
AIM/FIAA/A58 2 CREDITS 35 HOURS
2. AI platform for developing social media marketing strategy.
AIM/MKMS/A59 1 CREDIT 15 HOURS
3. AI platform for developing strategy for digital marketing.
AIM/MKMS/A61 1 CREDIT 15 HOURS
4.AI powered platform for developing e-comm strategy with KPI's, metrics & planning.
AIM/MKMS/A62 2 CREDIT 35 HOURS
5. AI powered content strategy development platform.
AIM/MKMS/A63 1.5 CREDITS 25 HOURS
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.WORKFORCE PLANNING & STAFFING FOR INDUSTRIAL/SMART CITY PROJECTS:
CM/MAEH/AIM/02: CREDITS 6.5
This competency module develops the ability to understand & configure software used for operation & control of workforce. This module enhances the KSA profile of engineers with basics of workforce planning & staffing applications powered by AI.
1. AI powered talent acquisition & management platform.
AIM/HRAN/A06 1 CREDIT 15 HOURS
2. Employee recognition software that rewards and fuels positive workplace behaviors.
AIM/HRAN/A08 1.5 CREDIT 25 HOURS
3. Advanced analytics & AI driven HR decisions platform.
AIM/HRAN/A07 2 CREDIT 35 HOURS
4. Introduction to HR process automation platforms using AI agents & RPA.
AIM/HRAU/A10 2 CREDITS 35 HOURS
B.HR PROCESS CONTROL & AUTOMATION FOR INDUSTRIAL/SMART CITY PROJECTS.
CM/MAEH/AIM/03 CREDITS 8
This module helps professionals to develop the capability in managing HR processes through AI applications. This module is more suitable for professionals working in the industry to expand their KSA profile by adding the skill to manage the performance of workforce, automate HR workflows and use AI platform to develop training programs.
1. AI based PMS for informed decisions and to improve employee experience.
AIM/HRAN/A09 2 CREDITS 35 HOURS
2. AI Agents for Continuous Engagement, Employee Communications & HR Automation.
AIM/HRAU/A11 2 CREDIT 35 HOURS
3. Software for Instant insights into people data and impact on business powered by patented AI.
AIM/HRTE/A22 2 CREDIT 35 HOURS
4. Developing personalised training programs using AI & micro-learning.
AIM/HRTE/A25 2 CREDIT 25 HOURS
C. FINANCIAL PLANNING & OPERATIONAL CONTROL PROCESS FOR INDUSTRIAL/SMART CITY PROJECTS:
CM/MAEF/AIM/04 CREDITS 6.5
This module expands the KSA profile of professionals to develop financial planning acumen. This module develops the ability to understand the composition of different AI software for financial planning and edge analytics.
1. Introduction to digital financial solutions driven by AI & analytics.
AIM/FIFA/A29 1.5 CREDIT 25 HOURS
2. Introduction to AI powered financial reporting & analytics automation solutions.
AIM/FIFA/A30 1.5 CREDITS 25 HOURS
3. Introduction to AI powered financial analytics process automation software solution.
AIM/FIFA/A31 1.5 CREDITS 25 HOURS
4. AI-driven platform for operational finance, minimizing financial losses and operational efforts.
AIM/FIFT/A42 1.5 CREDITS 25 HOURS
D. FINANCIAL INTELLIGENCE & AUTOMATION FOR INDUSTRIAL/SMART CITY PROJECTS.
CM/MAEF/AIM/05. 8 CREDITS
This module develops a higher level KSA profile in technologists having undergone the previous module MAEF/05. This module develops the ability to analyse financial data through AI assisted platform and develop AI agents for automation of workflows to boost efficiency of finance domain as related to manufacturing.
1. Introduction to AI powered Financial decision intelligence platforms,
AIM/FIAA/A44. 2 CREDITS. 35 HOURS
2. Comprehensive guide to implementation of intelligent financial process automation platform.
AIM/FIAA/A46 . 2 CREDITS. 35 HOURS
3. Self learning AI agents for finance process automation.
AIM/FIAA/A49 . 2 CREDITS. 35 HOURS
4. AI-Powered Automation as a Route to Boosting Productivity of finance processes.
AIM/FIAA/A50. . 2 CREDITS. 35 HOURS
E. INTERACTIVE PERSONALISED MARKETING FOR INDUSTRIAL/SMART CITY PROJECTS
CM/MAEM/AIM/07. 11 CREDITS
This module develops the ability to apply Interactive marketing to boost point of sale visibility of products. Technologists with no formal management education can easily complete this module as it's backed by marketing technology applications. This is an important module for management students as it builds up on their basic marketing knowledge to develop the KSA of interactivone marketing.
1. AI driven Persona based marketing platform for customer, website, social & competitor personas.
AIM/MKIM/A72. 3 CREDITS. 50 HOURS
2. AI software platform to make personas actionable by generating dynamic, virtual twins.
AIM/MKIM/A73. 2 CREDITS. 35 HOURS
3. Conversational AI platform for interactive personalised marketing
AIM/MKIM/A74. 2 CREDITS. 35 HOURS
4. Smart shelves with RFID technology & realtime edge AI for personalised shopping experience
AIM/MKMT/A84. 2 CREDITS. 35 HOURS
5. 3D holographic projection for engaging customers in Smart retail
AIM/MKMT/A89. 2 CREDITS. 35 HOURS
This course helps lay the foundation to understand various standards that govern the electronics value chain so as to maintain uniformity and adherence to protocols. Essential for professionals desiring to enter the industry through design of systems for drones, robots etc.
This course develops the ability to manage grids through an integrated platform, controlling various factors and developing the automation procedures.
Expansion of solar farms, hydro-electric projects, wind turbines farm etc require an interface for managing the grid integration and control over the generation & distribution platform. This course helps develop the ability to understand the software, configure and manage the energy system.
Smart cities, smart campuses and other institutions conscious of environmental goals need to monitor the carbon footprint. This course introduces the platform to track and manage carbon footprint using AI/ML.
This course helps in understanding an integrated platform to design operational & control systems, covering all stages from concept to prototype. The platform helps in developing alternatives of MVP's, evaluation, constraints mapping and proposing design alternatives.
Professionals planning to switch over to the fast track robotic systems pathway need to understand about an integrated platform to develop & evaluate electronic systems to control various movements, switches, actuators and other components. Robotic systems become complex due to the variability of mechanical movements, precision of pick and place, micro-controllers and the need to optimise systems.
The understanding of a design platform to develop chips is critical for professionals managing the design value chain. This course helps in understanding the automation process for chip design through a software.
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