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rezacr588/README.md

Reza Zeraat

Lead AI Engineer | 13+ years building intelligent systems

I ship production AI—fine-tuned LLMs, RAG pipelines, agentic workflows. Currently deep in legal AI and making complex ML actually work in production.


Now

  • 🔬 Fine-tuning legal reasoning models (Qwen + LoRA)
  • 🏗️ Building agentic AI systems for document analysis
  • 📹 Explaining AI on YouTube

Stack

ML/AI · PyTorch · Hugging Face · LangChain · Unsloth · PEFT/LoRA · RAG
Languages · Python · TypeScript · Go · C#
Infrastructure · AWS · Azure · GCP · Kubernetes · Docker · Airflow


Selected Work

Legal AI Fine-tuning Pipeline
Custom training framework for legal reasoning. LoRA + QLoRA achieving 85% memory reduction, 40% retrieval precision improvement.

RAG-Powered Chat Agent
LangChain + Weaviate vector search. Horizontally scaled on K8s.

Manufacturing Anomaly Detection
PyTorch CNN with automated retraining via Airflow. Real-time React dashboard.

RL Game Agent
DQN in TensorFlow. 20% performance gain over baseline.


Connect

LinkedIn · YouTube · [email protected]

Open to AI engineering roles, consulting, and interesting collaborations.

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