I will fix your broken python, langchain, or rag pipeline

Your RAG bot hallucinating? LangChain pipeline throwing errors? Vector search returning garbage? I fix it.

I am an AI/ML engineer who builds production RAG and ML systems: LangChain orchestration, FAISS and ChromaDB indexing, chunking and tokenization pipelines, FastAPI deployment, and MLflow-tracked reproducibility. I debug Python ML pipelines daily, so your broken code is a fast read for me.

What you get:

• Diagnosis of the exact failure point: retrieval, chunking, embeddings, or prompt
• Fixed, tested code with comments explaining every change
• A short video walkthrough so you understand the fix
• A written root-cause note so it never breaks the same way again

Why me:

• Production track record: FastAPI inference benchmarked at 7.4ms p95, MLflow runs pinned to git commits
• Enterprise RAG engine on LangChain + FAISS/ChromaDB grounding LLMs in private documents
• Headless async ingestion pipelines with zero third-party scraper dependencies

How it works:

1. You send the error log or repo access plus expected vs actual output
2. I diagnose and confirm scope within 12 hours
3. Fix delivered with comments, docs, and walkthrough

If I cannot fix it, you do not pay. Message me before ordering so we scope it.