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hamehrabi/README.md

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Hamed Mehrabi header

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I’m a Machine Learning Engineer with 6+ years of experience shipping ML to production β€” from MLOps and scalable data/feature pipelines to deep learning models in the wild. I love clean engineering, measurable impact, and continuous learning.

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πŸ› οΈ Technical Stack

Core

  • Operating Systems: Windows, Linux
  • Languages: Python, SQL, C#
  • ML & Data: TensorFlow, Keras, PyTorch, PyG, scikit-learn, Pandas, NumPy, Matplotlib/Seaborn, NLP/NLTK

MLOps & Infra

  • Experimentation: MLflow, DVC
  • Packaging & Serving: FastAPI, Flask, BentoML
  • Pipelines & Orchestration: TFX, Kubeflow, Jenkins
  • Containers & Clusters: Docker, Kubernetes
  • IaC & Ops: Ansible, Terraform
  • Observability: Elasticsearch, Kibana, Grafana
  • VCS: Git

Cloud

  • GCP: Vertex AI, BigQuery
  • AWS

πŸ“Œ Featured Projects

Part 1 Part 2 Drug Discovery MLOps

  • AI-Powered Petition Search – Part 1: FastAPI backend + semantic search (Sentence-Transformers), responsive UI, and analytics for UK Parliament petitions.
  • AI-Powered Petition Search – Part 2: Low-code/agentic system with n8n + Supabase hybrid search + GPT orchestration for conversational querying.
  • Drug Discovery (MLOps): End-to-end pipeline for ADMET_PAMPA_NCATS β€” training, registry/feature store on AWS, CI/CD with Jenkins, and monitoring via Prometheus/Grafana.

πŸ“ˆ GitHub Stats

GitHub Stats GitHub Streak

Top Languages


πŸ₯‡ Badges & Certifications

TensorFlow Developer Azure AI Fundamentals GCP Advanced ML


🀝 Connect

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