Projects
This section showcases my key projects in Artificial Intelligence, Machine Learning, and Software Engineering, highlighting practical applications of research, model development, and real-world problem solving.
PublishedEnhanced Weakly Supervised Learning for 3D Hand Pose Estimation
An enhanced weakly supervised learning framework using EfficientNet-B0 with a regression head for accurate 3D hand joint prediction from RGB images, effectively leveraging limited annotated data.
PublishedAccurate 3D Object Detection with Minimal Labels: A CAM-Guided Weak Supervision Strategy
A CAM-guided weak supervision framework for object detection using Grad-CAM and YOLOv8, enabling accurate object localization and detection with minimal labeled data.
AI-Powered Insurance Document Processing System
An intelligent document processing solution for automatically classifying insurance documents and extracting structured information from EOBs and related insurance records.
MoM: AI-Powered Addiction Recovery Platform
Developed AI-powered recovery support modules and an intelligent AI Companion that provides personalized guidance, contextual conversations, and emotional support for individuals recovering from substance addiction.
Transforming GenBI with Real-World LLMs & Dynamic Data Intelligence Loops
Developed an AWS Bedrock-powered pipeline for generating QuickSight calculated fields using Claude LLM and implemented automated feedback analysis workflows for business intelligence systems.
WeDo: Social Engine
Developed an intelligent recommendation system for a social networking platform that connects users with like-minded individuals through interest similarity, behavioral patterns, and location-based matching algorithms.
Round-Robin Robot: An AI-Powered Conversational Manager with Real-Time Speech Diarization
A Conversational Management Robot, which analyze and regulate conversational patterns to ensure equitable participation and enhance engagement.
Eye-Controlled Mouse System Using Real-Time Face Mesh Detection
A computer vision-based accessibility solution that enables hands-free computer interaction by tracking eye movements through a webcam and translating them into mouse cursor actions.
Predicting Credit Risk and Building a Credit Risk Score to Detect Fraud
Developed an interpretable machine learning model for fraud detection and credit risk scoring, enabling identification of high-risk customers and reducing potential financial losses.