available for work

Building AI Systems That Matter.

I'm Pratham Kapure — AI Engineer specializing in LLM-powered systems, RAG pipelines, and production ML backends. I build things that hold up when it matters.

pratham@ai-engineer ~

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View Projects GitHub
110K Records processed
64% Minority class recall
40% Memory reduction
$614K Estimated impact
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About Me

Pratham Kapure
Pune, India MCA — Dr DY Patil AI/ML Engineer

I'm an AI engineer who learned most of what I know by breaking things at 2am and figuring out why. I build end-to-end systems — from raw data to deployed APIs — with a focus on making AI honest, reliable, and actually useful in production.

My real transcript is my GitHub. Every project I've shipped has taught me something no classroom could — catching data leakage before it ships, debugging hallucinations at the retrieval layer, quantizing models to run on real-world hardware.

Currently building Amora — an AI-powered dating platform designed to get users into relationships faster, not keep them scrolling.

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Featured Projects

RAG System
RAG · LLM · NLP

RAG Document Q&A System

Conversational AI over research documents with source citation tracking. Deployed quantized LLaMA-2 locally via Ollama — cutting memory usage by 40% without sacrificing output quality.

LangChainLLaMA-2ChromaDBOllamaStreamlit
40% memory reduction Source citation tracking
Medical Prediction API
ML · FastAPI · XGBoost

Medical No-Show Prediction API

Production ML pipeline on 110K appointment records. Caught and fixed subtle data leakage using time-aware feature construction — something that would've silently broken the model in production.

FastAPIXGBoostscikit-learnPydanticDocker
64% minority recall $614K estimated impact
CareOps
Full Stack · Node · React

CareOps — Workflow Platform

Full-stack operations and workflow management platform. Built modular from day one — designed with an extensible architecture ready for AI automation layer integration.

Next.jsNode.jsMongoDBTailwindREST
Soulbound
AI · pgvector · Matching
In Progress

Amora — AI Dating Platform

Anti-Tinder dating app: 3 AI-curated matches per day. Nightly bilateral scheduler using pgvector similarity. Built to get users into relationships, not keep them scrolling.

pgvectorLLMNode.jsReact Native
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Tech Stack

AI / ML

LangChainLLaMA-2OllamaHuggingFace scikit-learnXGBoostPyTorchChromaDB RAGPrompt Engineering

Backend

PythonFastAPINode.jsExpress REST APIsPydanticOpenAPI

Data & DB

PostgreSQLMongoDBpgvectorSQL PandasNumPyVector DBs

Tools & DevOps

DockerGitGitHubPostman Google ColabLinuxCursor

Certifications

CompTIA Cloud+
CompTIA Network+
Ethical Hacking
CCNA
// what's next?

Let's Build Something Real

I'm actively looking for AI engineering roles where the bar is genuinely high. If you're building something serious — reach out.

Get In Touch GitHub
prathamrkapure@gmail.com +91 9960108676 Pune, India