Projects
Agentic AI for Observability & Control
Built end-to-end observability platform for BMC using agentic LLM. Integrated FastAPI, MongoDB, Prometheus, Grafana, LangChain, and Gemini 1.5 to monitor server telemetry and trigger self-healing actions via natural language.
Human Activity Recognition (HAR) on MMASH
Trained machine learning and deep learning models for human activity recognition using MultiModal Activities for Stress and Health dataset. Classified user activities based on sensor data and evaluated generalization of models using cross-validation.
DDoS Detection using Reinforcement Learning
Built an intrusion detection system using Deep Q-Networks in a custom OpenAI Gym environment on the NSL-KDD dataset specialized to detect DDoS attacks. Designed and implemented a risk-weighted reward function to minimize false positives.
Bob The Agent
Multi-Agentic construction management network using Crew AI agents and Masumi payment integration. Making the process of bidding, scheduling, payments, and progress tracking more efficient, transparent, and secure.
Personality test using NLP
Leverages Natural Language Processing and Machine Learning to analyze user inputs and predict user personalities with characters from "Game of Thrones" TV series integrating zero-shot learning for high-accuracy personality predictions.
Real Time Weather API
Web API that provides real-time weather information based on user input or IP geolocation. It includes secure authentication using JWT and integrates with MongoDB for persistent user data management.
