Machine Learning · AI/ML · Reinforcement Learning · Agentic AI
I enjoy exploring Machine Learning and AI, with a focus on Deep Learning, Reinforcement Learning, Agentic AI, NLP, RAG, and Computer Vision.
I like turning ideas into working systems, experimenting with different approaches, and understanding why a model or system works — not just how to use it.
Machine Learning · Deep Learning · Reinforcement Learning · MARL
NLP · RAG · Computer Vision · AI Agents
PyTorch · Scikit-learn · Stable-Baselines3 · Gymnasium · LangChain · LangGraph · OpenCV · NumPy · Pandas
PostgreSQL · SQLite · Git · GitHub · Jupyter · SUMO · Prisma · Fireworks AI
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Pathway-Powered Agentic Gateway Provider-agnostic AI orchestration focused on event-driven execution, real-time event streaming, and independent workflow monitoring.
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Multi-Agent Traffic Optimization A MARL-based adaptive traffic signal system designed to improve traffic flow while reducing congestion, queue lengths, and waiting time.
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Deterministic NLP Triage An explainable NLP system using retrieval, risk analysis, similarity scoring, and confidence checks for automated response or escalation.
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A space for ideas, notes & experiments A personal blog where I document what I learn, build, and discover across technology and AI.
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