Projects, Products & Research
A showcase of enterprise products I have architected, alongside deep research in Agentic AI, Computer Vision, and Reinforcement Learning. Documents, demos, and presentations are available for viewing.
ANA — Enterprise Conversational AI
Enterprise intelligence layer and AI operating layer for control assurance in regulated industries. Designed multi-agent workflows and conversational AI capabilities.
CovenAce — AI Covenant Management
AI-powered covenant management platform. Architected the self-correcting multi-agent extraction pipeline to process thousands of legal documents autonomously.
Index AI — Document Intelligence
AI platform for transforming unstructured financial documents into structured, workflow-ready intelligence.
Pan-Organ Tumor Detection (IIT-B & Tata Memorial)
Collaborative research with IIT Bombay Medical Lab and Tata Memorial Cancer Center. Fine-tuned KimiaNet for multi-organ tumor detection on gigapixel WSIs.
MAP-Boosting
Novel framework treating prompt optimization as pseudo-gradient descent over discrete instruction space using an ensemble of specialized agents.
Fake Emotion Prediction
Research exploring multimodal late-fusion architectures combining text and audio to detect true vs fake internal human emotions.
RAG-Based Code Visualization
RAG system using ChromaDB and Gemini 2.0 to generate complex Manim animation code from natural language mathematical descriptions.
Industrial Fire Detection
Deployed production YOLOv8 fire detection system with real-time video processing and temporal consistency filtering.
SAM Variants & Edge Optimization
Compressed Segment Anything Model (SAM) for edge deployment using ONNX quantization and structured pruning.
UNIFIED: Meta-RL Trading Architecture
Meta-RL framework achieving 10-20x sample efficiency and slashing regime adaptation latency via Transformer World Models.