Showcasing my best machine learning and AI solutions
Featured project
Developed an AI-powered system that processes live CCTV footage to detect vehicle number plates using YOLO algorithm. Integrated OCR technology to read plates and store vehicle details in MySQL database. Designed automated tracking for real-time traffic monitoring, aiding law enforcement and toll management.
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Featured project
Identified key risks in IPO investing including market volatility and overvaluation. Gathered financial data from Screener and MoneyControl for finance sector analysis. Built predictive ML models to estimate IPO performance using data science techniques.
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Featured project
Built an AI system where users upload an image and text, converted to speech and synced with the image to generate realistic talking head avatars. Integrated deep learning and TTS models for accurate lip-sync and facial animations with multilingual speech generation capabilities.
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Featured project
Developed a web-based Asset Management System using PHP and WAMP to track company-issued laptops, printers, and machines. Implemented centralized database for asset details and usage history. Designed intuitive dashboard for real-time monitoring and asset allocation.
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Featured project
Developed an AI system that detects and recognizes multiple speakers in group discussions using speech recognition and speaker identification techniques. Implemented automated transcription and summarization to convert long discussions into structured, concise summaries. Designed to improve meeting analysis, collaboration insights, and documentation.
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Featured project
Built a predictive AI model to forecast renewable energy generation using meteorological and historical weather data. Implemented machine learning and deep learning models such as ANN, LSTM, and Gradient Boosting for accurate energy prediction. Developed a data-driven approach to optimize energy planning and management.
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Featured project
Developing an AI-powered drone vision system that processes real-time camera feeds for object detection and tracking. Integrating Vision-Language Models (VLM) to enable intelligent scene understanding and contextual analysis from aerial data. Designing for surveillance, environmental monitoring, and smart navigation applications.
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Featured project
Building a framework to measure energy consumption and carbon footprint of large foundation models during training and inference. Implementing optimization techniques to reduce computational cost while maintaining model accuracy. Aiming to promote sustainable AI practices and improve environmental impact of large-scale AI systems.
View projectLeveraging modern AI/ML stack for intelligent solutions
Primary language for AI/ML development and data processing
Deep learning framework for building neural networks
Advanced ML framework for research and production models
Machine learning library for classification and regression
Data manipulation and analysis toolkit
Interactive environment for ML experimentation
Version control for collaborative development
Containerization for model deployment
Database querying and data management
Recognition of excellence in research, innovation, and competitive events
Secured 2nd rank in Idea Pitching / Startup Pitch and 2nd rank in Web App Development Using AI at Technofest 2026, Ganpat University
Won Silver Prize in Best Research Project Category at Shodh Shikhar 2026, International Research and Innovation Conference hosted by Rabindranath Tagore University, Bhopal
Achieved 3rd rank in Computer Science and Application category at Research Conclave 2025, Ganpat University
Secured 2nd rank for Winter Student Research Internship Programme (WSRIP) at Ganpat University
Awarded Student of the Year (2024-25) at Ganpat University
Won Gold Prize in Best Research Paper Award at Shodh Shikhar 2025 in Engineering & Technology track, International Research and Innovation Conference hosted by Rabindranath Tagore University, Bhopal
Achieved 2nd rank in Start-Up Spark – Launch of Business Plan Challenge at Protsahan 2025, organized by Ganpat University
Secured 1st rank in 24-hour hackathon Hack Odyssey 2K25 hosted by Kalasalingam University, Tamil-Nadu
Won 1st rank in Best Proposed Solution category at Ideathon on Emerging Technologies for Sustainable Development organized by ACM-W, hosted by Adani University and L.D. College of Engineering
Secured 2nd rank in Computer Science and Application category at Research Conclave 2024, Ganpat University
Achieved 3rd rank at PROJECT SPARK CODEFEST 2024 organized by Shrimad Raj Chandra Institute, Uka Tarsadia University
Secured 2nd prize in paper presentation competition at Convergence 2024 hosted by Ganpat University
Won 1st rank in Ganpat University's WSRIP project competition
Secured 3rd prize in paper presentation at National Level Event hosted by Study World College of Engineering
Achieved 1st rank in Computer Science and Application category at Ganpat University
Academic qualifications and achievements
Artificial Intelligence & Machine Learning
Ganpat University
Aug 2024 - May 2026
GPA: 9.50Ganpat University
Aug 2021 - June 2024
GPA: 8.89Academic research and peer-reviewed publications
A comprehensive study on implementing YOLOv5 and OCR technologies for real-time vehicle license plate detection, recognition, and monitoring in traffic management systems.
Passionate about solving problems with AI
I'm Vivek Nayi, an AI/ML Developer with a passion for building intelligent systems that solve real-world problems using machine learning and data science.
With expertise in Python, TensorFlow, PyTorch, and data analysis, I develop end-to-end machine learning solutions from data preprocessing to model deployment. I specialize in deep learning, NLP, computer vision, and predictive analytics.
I'm passionate about transforming raw data into actionable insights and creating AI models that make a meaningful impact.
Core competencies across AI and machine learning
Professional journey and career milestones
I'm always interested in discussing machine learning projects, AI research, and innovative solutions.