AI at the Edge: Design, Train & Deploy Smart Models - Industry Internship cum Training Program (Online)

Last date to Enroll: 30th May 2026 Registration Fee: INR 1200

ABOUT THE COURSE AREA:

The 2-week course provides a strong technical foundation in Edge AI and TinyML, focusing on deploying machine learning models on embedded systems. Participants will use tools like Edge Impulse and Visual Studio Code to build end-to-end AI pipelines. The course covers data acquisition from sensors, pre-processing, feature extraction, and model training. Learners will implement lightweight neural networks optimised for low memory and power constraints. Real-time deployment will be done on Arduino Nano 33 BLE Sense with integrated sensors. Technical topics include signal processing (MFCC, spectral features), quantisation, and latency optimisation. Hands-on applications include computer vision, audio recognition, and motion analysis. Students will work with sensors such as an accelerometer, gyroscope, microphone, and a camera. The course also introduces sensor fusion and real-time decision-making systems. By the end, participants can develop smart AI-based embedded applications for IoT, automation, healthcare, and surveillance systems.

LEARNING OUTCOME:

By the end of this course, participants will be able to:

• Design and implement end-to-end AI pipelines using Edge Impulse and Visual Studio Code, from sensor data acquisition to real-time deployment.

• Apply signal processing techniques such as MFCC and spectral feature extraction for audio, vision, and motion data.

• Train and optimise lightweight neural networks tailored for embedded systems with low memory and power constraints.

• Deploy AI models on Arduino Nano 33 BLE Sense, leveraging integrated sensors (accelerometer, gyroscope, microphone, camera) for real-world applications.

• Perform quantisation and latency optimisation to ensure efficient inference on resource-constrained devices.

• Integrate sensor fusion techniques to build robust, real-time decision-making systems.

• Develop practical AI-based embedded applications in domains such as IoT, automation, healthcare, and surveillance.

• Demonstrate hands-on expertise in computer vision, audio recognition, and motion analysis tasks using embedded AI.

  
  

TRAINING CUM INTERNSHIP PLAN: 

• Internship Duration: 14 Days

• Live session: Mon, Wed, Sat (7 pm to 9 pm) – 2hrs Per Session

• Last Date to Enrol: 30 May 2026

• Starting Date: May Last Week

• Internship Mode: Online Training + Project 

• Online Session via Google Meet

• Recorded Videos will be provided for a limited time of access

EVENT ID: PCIITP027

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ABOUT THE INTERNSHIP CUM TRAINING PROGRAM (ONLINE):

Project Contest Innovations (PCI) LLP., in association with various Industries across India, has partnered to provide various trainings on the emerging areas to students, faculty, research scholars & start-ups with industry-relevant expertise, to enhance their employability and entrepreneurial capabilities. The Program delivers a task-driven training model that provides participants with hands-on experience. The program is structured to simulate an internship environment, ensuring practical exposure to live projects handled by industry experts.

Key Features

• Industry Certification: Participants receive a recognised certification upon successful completion.

• Expert-Led Sessions: Training is conducted by professionals actively working on real-world projects.

• Hybrid Learning Model: The program offers both online and offline engagement.

• Wide Reach: Over 5,000+ students from 250+ institutions have benefited from PCI’s training initiatives.

• Comprehensive Course Areas: Topics include Artificial Intelligence & IoT, Electrical Vehicle Design & Fabrication, and other emerging technologies.

  
  

Benefits

• Skill Enhancement: Gain expertise in cutting-edge technologies.

• Internship Exposure: Experience industry workflows and project execution.

• Networking Opportunities: Connect with professionals and peers in the field.

• Career Advancement: Improve employability and entrepreneurial prospects.

  
  

PCI’s Training Program is a gateway for aspiring innovators to bridge the gap between academic learning and industry requirements. Whether you are a student looking to gain practical knowledge or a startup aiming to refine your technical skills, this program offers a structured pathway to success.

SAMPLE CERTIFICATE:

Registration Link:

Enroll Now

SYLLABUS TO BE COVERED DURING LIVE SESSIONS:

Modules:

1. Introduction to Edge AI, TinyML & Edge Impulse

2. Python & Data Handling for Embedded AI

3. Computer Vision & Person Detection using Camera

4. Word Recognition & Audio AI using Microphone

5. Gesture Recognition (Magic Wand) using Accelerometer

6. Colour Detection using Colour Sensor

7. Motion Analysis using Accelerometer & Gyroscope

8. Orientation & Direction Detection using Magnetometer

9. Environmental Monitoring using Temperature, Humidity & Barometer Sensors

10. Real-Time Edge AI System Integration & Smart Applications

Projects:

• Word Recognition System (Yes/No/Stop Commands)

• Magic Wand Gesture Recognition System

• Person Detection Alert System

• Colour-Based Object Sorting System

• Gesture-Controlled LED System

• Temperature & Humidity Monitoring with Alert

• Accelerometer-Based Activity Recognition System

• Gyroscope-Based Orientation Tracking System

• Magnetometer-Based Digital Compass System

• Barometer-Based Altitude & Pressure Monitoring System

• Sound Detection & Clap Switch System

• Smart Environmental Monitoring System

• Fall Detection System (Elderly Safety)

• Smart Surveillance System (Edge AI + Alert)

• Voice-Controlled Home Automation System

Hardware & Software to be Used:

Software to be Used:

1)    Edge Impulse

2)    Visual Studio Code

Hardware to be Used:

1)    Arduino Nano BLE 33

2)    OV7675 camera

3)    Tiny Machine Learning Shield

Note: You can get from the college lab or order online if needed

TRAINING REQUIREMENTS:

1. A desktop or laptop computer is required. Windows 7 is recommended.

2. Stable internet connection

3. A microphone is strongly recommended for trainer-student communication.

GUIDELINES:

1. Only limited registration is allowed based on first cum first confirmation process.

2. Internship cum Training Certificate (2 Weeks) Certificate for students will be jointly issued by Training Industry & Project Contest Innovations LLP

3. If students enrol as 3 Members, the faculty mentor of the team will get a separate Faculty Mentor Certificate

4. Payment to be done in the Project Contest Innovations LLP Account & a screenshot to be uploaded in the registration link

5. Important: Transfer of participation to another student is not allowed 

Note: Recorded Video will be given for limited access time if Live Session is missed

BENEFITS:

1. Active students will be given Best Intern Award-Decided by the Industrial trainer.

2. Internship cum Training Certificate (2 Weeks) will be issued as per the norms specified in AICTE Internship Policy, NAAC & NBA Accreditation process

WHO CAN ENROLL:

This program is designed for enthusiastic learners and aspiring professionals who want to gain hands-on expertise in Edge AI, TinyML, and embedded systems. Ideal participants include:

• Undergraduate & Postgraduate Students

  • Engineering, Computer Science, Electronics, AI/ML, Data Science, and related disciplines.

• Early Career Professionals & Interns

  • Those seeking practical exposure to AI deployment on embedded hardware.

• Faculty & Researchers

  • Interested in integrating Edge AI concepts into teaching, labs, or applied research.

• Innovation & Startup Enthusiasts

  • Individuals aiming to build IoT, automation, healthcare, or surveillance solutions.

• Tech Hobbyists & Makers

Registration Link: https://bit.ly/itp027ediylabs

TRAINING METHODOLOGY:

1. Real-Time Case Studies & Application Project.

2. Interact with an industry training expert and work on real-life challenges

3. Complete Plan of the Live sessions and Class Link will be shared with registered participants through the Program WhatsApp Group

4. Assignments after each topic of the training will be provided to the students for practice

5. All training materials developed remain the intellectual property of the training Industry. it has to be used only under their approval and/or supervision.

TRAINING FEE:

1. Individual Registration: 1,200 INR

2. Three-member team: 3,000 INR

Others: (Research Scholar, Faculty & Job Seekers)

3. Individual Registration: 1,500 INR

PAYMENT MODE: UPI ID: projectcontest@icici

GPAY: 9500293472

IMPS/NEFT:

Account Name: Project Contest Innovations LLP

Acc no: 768705000092

IFSC: ICIC0007687

Bank: ICICI Bank

Type: Current

LIST OF E-CERTIFICATES:

• Confirmation Letter

• Internship cum Training Certificate Certificate

• Best Intern Award Certificate for TOP Performers

• Faculty Mentor Certificate for Teams

For Doubt call or WhatsApp: 9176961797, 9500293472, 9514411140

eMail: training@projectcontest.com

............Lets Learn Together............

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For registration click the form link below(Upload payment screenshot):

Register Now: https://bit.ly/itp027ediylabs

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Disclaimer: The Internship/Training is organised through the Industry Training Partnership (ITP) program of Project Contest Innovations (PCI) LLP, with the partnered Industry, to share the knowledge of the resource person/Industry with the Innovators, Students, and the public. Certificates will be issued to participants only upon meeting all the required parameters at the time of Program launch. PCI and the Industry Partner have the right to cancel the Internship due to an unavoidable situation without prior information, if money is paid, alternate days will be informed on such circumstances or the money will be returned. Participants, once registered, are not allowed to cancel or transfer the registration, and money will not be reimbursed. Let's Learn Together!!!