About Me

Portrait of Om Wani

Om Wani

I've always been naturally curious. I can't stop asking why, how, and what about the inner workings of things. This habit pushed me toward first-principles thinking, where I break problems down to their roots instead of just patching symptoms.

That same curiosity is what led me into AI engineering, and it's why I love building systems that actually work in the real world. I create reliable RAG pipelines that handle messy customer queries, agentic workflows that move smoothly from idea to production, and LLM-powered applications that teams can trust.

What sets me apart is how I approach problems. I don't just implement code. I dig deep to understand why something works, where it usually breaks under pressure, and how to make it faster, cheaper, and more robust. This first-principles mindset helps me solve the hard, ambiguous challenges that stop most projects.

These days I work across the full stack; designing custom RAG assistants for real customer use cases, automating multi-stage content pipelines with n8n, Claude Code, and Gemini API, and shipping solid production systems using LangChain, ChromaDB, and FastAPI.

I'm an active open-source contributor, I pick up new tools and ideas quickly, and I genuinely care about building things the right way.

If you're working on AI products, especially production RAG systems, agents, or LLM applications, and you need someone who thinks deeply, enjoys the tough parts, and consistently delivers systems that hold up, I'd love to connect and talk.

Technologies I’ve Worked With

Languages

Python
C#
Java
SQL
JavaScript
TypeScript

AI & LLM

LangChain
LangGraph
RAG
LLMs
Agentic AI
Prompt Engineering
OpenAI API
Claude API
Gemini API
Ollama
LM Studio
CrewAI
AutoGen
Fine-tuning
Embeddings
Transformer Models

Engineering & DevOps

Git
Docker
AWS
Azure
ASP.NET Web API
FastAPI
CI/CD

Data

Data Cleaning
Data Preprocessing
SQLite
MySQL
SQL Server
PostgreSQL
JSON
XML

Quality & Testing

JWT Auth
Telemetry
System Health Monitoring
Automation Scripts

Experience

Aug 2025 — Present

AIML Engineer (Freelancer)

Upperture Interactive (Om Wani)

Built end-to-end RAG and chatbot systems that reduced manual information retrieval by 60% and automated 100+ daily queries across business teams.

Feb 2025 — Jul 2025

Software Development Intern

Jade Global Software Pvt. Ltd.

Led a 4-person team to build network scanning and vulnerability monitoring software, and automated compliance workflows across multilingual engineering stacks.

Jul 2024 — Dec 2024

Web Development Intern

BioClutch Scientific Pvt. Ltd.

Built healthcare systems including RFID/barcode IVF witnessing workflows with near-100% sample matching and ERP capabilities used by 50+ organizations.