Alok Kumar

I’m an AI/ML Engineer with 1+ years of hands-on experience building and deploying production-grade AI systems, including LLM applications, RAG pipelines, AI agents, and Model Context Protocol (MCP) integrations. At Hungama Digital Media, I work closely with senior leadership on AI product strategy and have built solutions that connect enterprise data sources with AI assistants for real-time insights and automation.

My work spans the complete AI engineering stack—from backend development using Python, Flask, FastAPI, and Node.js to LLM orchestration with LangChain and LangGraph, observability with Langfuse, vector search, and model deployment using vLLM. I have also self-hosted a 120B-parameter LLM on dual H100 GPUs and built multiple MCP servers integrating platforms such as BigQuery, Mixpanel, YouTube, Freshdesk, Firebase, Google Analytics, and advertising platforms.

I enjoy solving complex business problems through practical AI solutions, taking ownership from idea to deployment, and building systems that make data and intelligence more accessible to teams. Alongside development, I mentor interns and contribute to AI product design, system architecture, and end-to-end delivery.