Projects
Explore my latest projects and research work
Autonomous Car Detection
Leveraged the YOLO_v8 architecture to detect cars in video footage, achieving a detection accuracy of 90% utilizing efficient image processing techniques like feature extraction and image segmentation.
Art Generation with Neural Style Transfer
Applied transfer learning techniques using the VGG-19 network for neural style transfer, achieving 70% accuracy in style rendition. Enhanced the destination-style rendering process by reducing computational time by 22% through efficient GPU utilization.
3D Hand Reconstruction
Enhancing 3D hand reconstruction accuracy from single RGB images, focusing on complex hand interactions and obscure regions by utilizing keymaps of hand joints with self-attention layers to determine optimal joint positions.
Skin Cancer Detection
Built a machine learning pipeline for Skin Cancer Detection using a multi-model approach, achieving 91% accuracy and an AUC of 0.963 for accurately labeling skin cancer with a single RGB image.
AI Travel Booking Platform
Developed an AI-driven LLM-based travel booking platform that reduced booking times by 70%, revolutionizing user experience in the travel industry. Implemented personalized AI travel itinerary planner using an advanced LLM pipeline.
Metaverse Learning Management System
Led the development of a gamified Metaverse Learning Management System (LMS), increasing student engagement by 80% through interactive learning methodologies in immersive virtual environments.
Tesla Coil- Wireless Energy Transfer
Developed a Tesla Coil that uses a high voltage transmitter antenna to transfer energy wirelessly, with a range of 2 meters with a 75% efficiency.
Crowd SensingAQI Predictor
Developed a prototype for the sensing of live AQI data and using a machine learning model that predicts the AQI of a given location based on the weather and pollution data.
Single Axis Ball Balancing
A Beam Ball system that uses PID Controller to balance a ball at a specificied point on a single axis.