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babarali2k21/README.md
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LinkedIn GitHub Portfolio Location


About

I'm an AI Engineer based in Vienna, pursuing an M.Sc. in Software Engineering at the University of Innsbruck. I focus on LLM applications, RAG systems, and agentic workflows. I also bring a background in Python backends, APIs, and cloud infrastructure (AWS, GCP).

I care about shipping reliable AI systems that hold up in production. Open to AI Engineer, LLM Developer, and ML Engineer roles across the EU / DACH region and remote.


Featured Work

Project Description Stack Links
Rankify Spotlight · DataScienceUIBK toolkit for retrieval, reranking, and RAG, aligned with my M.Sc. research at UIBK Python · PyTorch · FAISS · FastAPI Docs
basic-rag End-to-end RAG pipeline: document indexing, vector search, and LLM-grounded Q&A Python · ChromaDB · OpenAI Live demo
Lostify Lost & found platform for universities with realtime matching and notifications Next.js · Supabase · PostgreSQL Live demo

In progress: advanced RAG (hybrid search, reranking, evaluation) and multi-agent systems. More on my portfolio.


Tech Stack

AI / LLM

LangChain LlamaIndex OpenAI Anthropic HuggingFace PyTorch

Backend & APIs

Python FastAPI Django TypeScript Pydantic

Databases & Vector Stores

PostgreSQL Pinecone Qdrant ChromaDB Redis

Cloud & DevOps

AWS GCP Docker Kubernetes GitHub Actions


GitHub Activity

GitHub Streak


Current Focus

  • Production RAG: hybrid search, cross-encoder reranking, RAGAS evaluation
  • Multi-agent systems: LangGraph patterns, tool use, memory architectures
  • LLM fine-tuning: LoRA / QLoRA with Hugging Face PEFT
  • MLOps: MLflow, DVC, and CI/CD for ML workflows

Let's Connect

Open to conversations about RAG architectures, agent design, or AI engineering roles in the EU / DACH region and remote.

LinkedIn Email Book a Meeting


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