Experienced Software Engineer and ML Researcher focusing on recommendation systems, session-based modeling, and meta-learning. My work spans building intelligent systems, designing scalable architectures, and developing end-to-end ML pipelines. I specialize in API-driven platforms, data engineering, and cloud-native solutions, backed by solid experience in Java, PHP/Laravel, Node.js, and Python for ML experimentation.
📊 My current research involves cold-start adaptation, user-behavior modeling, and meta-learning frameworks for real-world recommender systems.
🤖 I build agentic AI systems on the Model Context Protocol (MCP): designing multi-agent architectures where specialist agents share a single tool server while each sees only the tools it needs. I develop MCP servers with FastMCP and connect them to agents using LangGraph and LangChain, then containerize and deploy them as cloud-native services.
🏆 I am an AWS Certified Solutions Architect – Associate
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