Autonomous Options Trading & Hedging with Deep RL
A MaskablePPO agent that trades and hedges NIFTY50 weekly straddles from a 69-feature option-Greeks state space — 93.75% win rate on 2025 out-of-sample data.
MaskablePPOGymnasiumSHAP
01 · domain
Reinforcement Learning
Agents that learn a policy from experience instead of following a hand-coded rule — applied to options trading, intraday execution, and V2V communication.
Intraday RL Trading System
A custom Gym-compatible environment for training PPO agents on NIFTY/BANKNIFTY options, modeling transaction costs, slippage, and real intraday market hours to optimize risk-adjusted returns.
PPOGymnasiumOption Greeks
RL for Signal Selection in Vehicle Platooning
Applying reinforcement learning to balance latency and signal lifespan in V2V communication — improving real-time decision-making and coordination between vehicle platoons, and learning optimal signaling adaptively instead of relying on fixed rules.
Reinforcement LearningV2V CommunicationPython
02 · domain
LLM & Agents
Systems built around large language models as a reasoning and extraction engine, wrapped in structure — graphs, schemas, and guardrails — rather than a single raw prompt.
VocalSQL — Natural Language to SQL
A self-correcting 7-node LangGraph agent that turns plain English into safe SQL, backed by RAG schema retrieval and a 9-layer anti-hallucination pipeline.
LangGraphLlama 3.3 70BChromaDB
TaskIQ — AI Project Manager
Converts unstructured meeting notes into structured, prioritized tasks with a chain-of-thought Gemini pipeline and a live drag-and-drop Kanban board.
Gemini 2.5 FlashFastAPIPydantic
03 · domain
Computer Vision
Real-time detection and tracking applied to a physical-world safety problem.
Wildlife Conservation With A.I.
An AI-powered system to detect lions near railway tracks in Sasangir, Gujarat, for accident prevention — using YOLOv5 and DeepSort for real-time video tracking, integrated with a Flask alert system for rangers and conservationists.
YOLOv5DeepSortOpenCVFlask
Award · 1st Place — Annual College Project Fair
04 · domain
Full-Stack & Backend Systems
Django applications built around real operational workflows rather than AI — CRUD, roles, and reporting done cleanly.
Vendor Management System
A Django application for managing vendor profiles and purchase orders, with performance tracking across on-time delivery, quality rating, and fulfillment rate.
Django
Hospital Management System
A Django platform with separate admin, doctor, and patient portals for running day-to-day hospital operations.
Django