Ganesh Kumar

AI & Full Stack Developer

B.Tech Computer Science student at VIT with expertise in AI/ML, full-stack development, and mobile app development. Passionate about creating innovative solutions.

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Work Experience

Samsung R&D Institute

PRISM Intern

Jun 2024 — Jan 2025

Identified an innovative facial feature extraction model for AI-based segmentation of facial features, leading to a 10% increase in accuracy.
Optimized the ROI Tanh-Polar Transformer Network (RTNet50) using techniques like pruning, knowledge distillation, and student networks, achieving a 35% reduction in model size and a 20% faster inference speed.
Enhanced segmentation performance by integrating Attention U-Net and GAN prior networks, resulting in a minor improvement in segmentation accuracy under occlusions.

Infiheal Healthcare Pvt Ltd

AI & Backend Intern

Aug 2023 — Oct 2023

Implemented diverse classifier models and transformers using HuggingFace, increasing model accuracy by 20% for user detail extraction in the welcome pathway.
Designed and deployed personalized LLM-based chatbots using OpenAI and Langchain, improving response time by 30%.
Optimized chatbot efficiency by removing redundant dialogue pathways with Microsoft Bot Framework Composer, reducing loading time by 30%.

Featured Projects

OnTheGo Platform

A full-stack platform for carpooling, car rental, and bike pooling with real-time booking and listing management. Features secure authentication, user profiles, and rating system with reactive UI.

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CheckMeOut (New)

A modern portfolio creation platform that allows users to build and customize their professional portfolios with drag-and-drop functionality and responsive design templates.

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PhonePe Merchant Dashboard

A comprehensive merchant dashboard for PhonePe payment gateway integration, featuring transaction analytics, payment processing, and merchant account management with real-time data visualization.

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Voyagyr

Mobile-first expense tracker with real-time synchronization and secure user authentication powered by Firebase. Features interactive transaction history and category-wise spending analytics.

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inStock

Scalable e-commerce platform with Node.js backend, Prisma ORM, and AWS infrastructure. Features RESTful APIs with role-based access control and fully managed production environment.

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About Me

Hi, I'm Ganesh Kumar, a passionate B.Tech Computer Science student at Vellore Institute of Technology with a CGPA of 9.12/10. I specialize in AI/ML, full-stack development, and mobile app development. With experience at Samsung R&D Institute and Infiheal Healthcare, I've worked on cutting-edge AI projects including facial feature extraction models and LLM-based chatbots. My technical skills span across Python, React, Node.js, TensorFlow, PyTorch, and AWS. I'm a competitive programmer and Microsoft Learn Student Ambassador who has organized over 10 machine learning workshops. I've also co-authored a research paper on Li-Ion battery life prediction with 98.5% accuracy. I love building innovative solutions that solve real-world problems, from full-stack platforms to mobile applications and AI-powered systems.