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Nilay Mallik
@nilaymallikk
AI Engineer / Agentic AI Engineer
AI that agents: I design and build end to end AI systems
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I design and develop multi agent workflows, RAG pipelines, LLM powered applications, and production style AI products that are reliable, scalable, and impactful.
My work spans from intelligent agent design and tool augmented reasoning to vector search, knowledge retrieval, and e2e AI product development.
I’m passionate about turning ideas into production ready systems that create meaningful impact. Currently seeking AI Engineer / Agentic AI Engineer/ any similar opportunities where I can learn, build, and contribute.
Technical toolkit
AI/ML & Agentic Systems
LangChain
LangGraph
RAG
Multi-Agent Systems
Scikit-learn
Model Context Protocol
Prompt Engineering
Natural Language Processing
PyTorch
LLM Platforms & APIs
Ollama
OpenAI
Google Gemini
Anthropic
Groq
OpenRouter
Tavily Search
Jina Embeddings
Backend & Web
FastAPI
Streamlit
REST APIs
Server-Sent Events
Databases & Vector Stores
PostgreSQL
Redis
SQLite
ChromaDB
Pinecone
Qdrant
Cloud, DevOps & Observability
Render
Docker
GitHub Actions
Git
GitHub
Linux
LangSmith
current focus
Building nowAvailable for opportunities
AI Engineer · Agentic AI Engineer
Independent AI systems
Production-minded projects, shipped end to end
projects
All repositoriesNilora.
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Nilora — Agentic AI chatbot
A production-style conversational agent with tool routing, multi-format RAG, persistent memory, SSE streaming, and speech input.
MLGPT — Hybrid RAG chatbot
Course-handbook Q&A combining Pinecone vector search with BM25, reciprocal-rank fusion, CrossEncoder reranking, and Redis conversation memory.
KinetiBlog — Technical writing agent
A LangGraph system that researches, plans, and drafts article sections in parallel, then assembles polished technical writing with visuals.
RoamAI — Multi-agent travel planner
Specialized agents coordinate itinerary research, stays, recommendations, and budgets to build complete trip plans through one conversational interface.
activity
@nilaymallikkblogs
Medium
Notes on building AI systems
Long-form writing is coming to Medium.
Follow along for practical field notes on agent workflows, retrieval, and taking LLM applications from prototype to production.
Visit my Medium