Open for freelance and contract work
Het Patel, Machine Learning Engineer at Shaip. I build LLM apps, AI agents, vision pipelines and the full stack around them. Based in Ahmedabad, working with teams anywhere.
About
Short version: I like hard data problems and I like shipping them.
I'm an AI engineer at Shaip, where I design the systems that keep large data and AI projects moving: LLM document pipelines, analytics assistants, computer vision QA and the automations teams rely on every day.
Before Shaip I built a multi agent recruitment platform at RAAPID and mentored open source contributors at GirlScript Summer of Code. I studied Electronics and Communication at Nirma University with a minor in Software Engineering.
What I care about is simple. Does it hold up in production, and did it ship on time.
Selected work
Vision pipelines, agents and document tools. Scroll and the cards stack.
Computer vision QA pipeline for facial dataset deliveries. Face detection with a fallback model, a zero shot SigLIP 2 cascade for rejection codes, ArcFace clustering for subject identity, and confidence gated human review for anything uncertain.
Autonomous agent platform for document summarisation, contextual Q&A and email drafting. LangChain orchestration across providers with persistent memory and tool calling, in a modular FastAPI and Streamlit architecture.
Extracts structured product attributes from low resolution images with ESRGAN super resolution, CRAFT text detection and EasyOCR. Includes metadata validation and OCR corruption checks for large dataset quality.
Document intelligence over any PDF. Vector based semantic search with FAISS and context aware answers through a RAG chain, wrapped in a simple Streamlit interface.
These are private builds and client builds, so they are not listed here. On a call I can walk you through relevant examples and how they were put together.
Get in touchExperience
Shaip AI, a Ubiquity company
RAAPID Inc.
GirlScript Summer of Code
Nirma University, minor in Software Engineering
Skills
Grouped by how I actually use them. Hover a tile to light it up.
Freelance
Startups, businesses and teams. Fixed scope, weekly demos, clean handover.
Send a short note on what you need. I reply within a day, usually sooner.