Milan Baldaniya Milan-Baldaniya

🎯
Role
_{Full-Stack AI / LLM
Application Engineer}

🧠
Focus
_{RAG · Multi-Agent LLM
Workflow Automation}

📍
Based in
_{Surat, Gujarat
India}

✅
Status
_{Open to
opportunities}

👤 About Me

_{🧭 the Log Pose — where the needle points}

I build production features on top of foundation models — retrieval systems, multi-agent LLM pipelines and workflow automation — and then build the whole product around them.

🏢 Full-Stack AI / LLM Application Engineer at Scholar Clone — intern (Dec 2025) → full-time (Apr 2026 → now)
🔧 Day to day: Next.js · FastAPI · Laravel · Supabase/pgvector · DeepSeek
🔭 Currently working on hybrid-retrieval RAG, document intelligence at scale, and agentic pipelines that hold up under real users
🎓 Final-year B.Tech Computer Engineering, CHARUSAT (2022 – 2026)
💬 Ask me about pgvector, MinerU, n8n — or why my insurance chatbot is deliberately not LangChain-based
⚔️ This profile is themed after One Piece. Every section has a plain label first, so you can ignore the pirates entirely.

What I'm looking for — full-stack AI and LLM application work: retrieval systems, document intelligence, agentic pipelines, and the product engineering that turns them into something people can actually use.

🛠️ Tech Stack

_{☠️ the Crew — the tech that sails with the captain}

☠️ …and the same stack as a pirate crew, for those who want it

Role	Nakama	What they do
🧭 Navigator	`Python`	charts every course
⚓ Helmsman	`TypeScript` · `JavaScript`	steady hands on the wheel
🔨 Shipwright	`Next.js` + `React`	builds and repairs the ship
🍳 Cook	`FastAPI` + `Laravel`	serves every request hot
🍎 Devil Fruit	`RAG` · `LLMs` · `Multi-Agent`	DeepSeek / Gemini / Qwen powers
📚 Archaeologist	`Supabase` · `pgvector`	keeper of the records
🗿 Log Keeper	`MariaDB` · `Neo4j`	maps every relation
🎻 Musician	`n8n` · `Puppeteer` · `Playwright`	automation that plays itself
⚕️ Doctor	`Docker` · `Vercel` · `Render`	keeps ships alive at sea

📂 Featured Projects

_{📜 the Bounty Board — every project gets a wanted poster}

Insurance RAG Chatbot _{Advisory assistant with hybrid retrieval, citations, an IRDAI compliance engine and SSE streaming. Custom retrieval stack with an automated evaluation harness.} `FastAPI` `pgvector` `Next.js` Live ↗ · Code	PDF Semantic Intelligence _{Turns messy textbook PDFs into structured content, then a three-agent LLM pipeline emits a 13-dimension concept schema per topic.} `MinerU` `DeepSeek` `React Flow` Code	K-12 LMS + PAL _{Lesson planning, AI-generated classroom content, and an adaptive loop turning exam misconceptions into remediation on the CBSE framework.} `Laravel` `Next.js` `DeepSeek` Live ↗ · Code
Corporate ERP Frontend _{The full app frontend for a workforce & competency ERP — org directory, competency, task, learning, rights and the report engine.} `Next.js` `Design System` `AI UX` Live ↗ · Code	n8n Automation Suite _{16 self-hosted workflows — AI social publishing, SEO blog generation, MariaDB → Neo4j sync and task classification. Owned end to end.} `n8n` `Gemini` `Neo4j` `Docker`	HR Template Engine _{A Canva-style A4 document editor with a 10-type block system and templates stored as JSON, so HR paperwork stops needing a developer.} `Craft.js` `Tiptap` `Next.js` Code

📜 Eight more projects on the board

GapstoGrowth _{48 routes, ~225 components, Spline 3D hero, SEO schema. Primary contributor.} Live ↗	Triz Higher Education _{23 routes, 85 components, codebase restructure and an automation-fed dynamic blog.} Live ↗	LinkedIn Analytics _{Playwright scraping of per-post engagement into Supabase, on a live dashboard.} Code	AI Infographic Renderer _{Headless Chrome turning HTML/CSS into PNG infographics over one endpoint.} Code
K-12 Design System _{Tokens, layout system, page templates and a component library driving a prototyping pipeline.} Live ↗	ERP Voice Chatbot UI _{In-product assistant with a macOS-genie animation and Web Speech voice-to-text.} Live ↗	StyleNX _{Freelance commercial website — brand-led design and a client-editable structure.} Live ↗	KrushiWorld _{Freelance agriculture-sector site — product pages, enquiry flow, responsive down to phone.} Live ↗

💼 Experience & Education

_{⚓ the Voyage So Far — every island on the log}

	Role	Where	When
🏝️	Full-Stack AI Engineer	Scholar Clone, Surat	Dec 2025 → now
🔬	ML & Data Analysis Intern	BrainyBeam Technologies, Ahmedabad	May – Jul 2025
🌊	Web Developer Intern	Agevole Innovation, Surat	May – Jun 2024
🎓	B.Tech, Computer Engineering	CHARUSAT, Anand	2022 – 2026

At Scholar Clone I've shipped: an insurance RAG assistant on FastAPI + pgvector · a MinerU document-intelligence platform with a three-agent LLM pipeline · concept-wise question and rubric generation for a Laravel/Next.js K-12 platform · 16 n8n automation workflows · and the Next.js frontends for two ERPs and three marketing sites.

📊 GitHub Activity

_{🗺️ the Voyage Chart — what the logbook records}

📐 More readings from the instruments

🚢 Sail the Full Portfolio

_{an interactive 3D voyage — eight islands, fourteen bounties, one Grand Line}

_{“Nothing happened.”}

📬 Contact

_{📡 the Den Den Mushi — ring once and I'll pick up}

Building something that needs retrieval, agents or automation done properly? Let's talk.

_{The treasure was never gold — it was everything the voyage made him.}
_{Themed after One Piece (Eiichiro Oda) — fan-made, not affiliated with or endorsed by Shueisha/Toei.}

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Milan Baldaniya Milan-Baldaniya

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