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.
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
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.
