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About Rashaad

Tech stack

The tools I actually reach for.

Languages

  1. Python (primary)
  2. JavaScript / TypeScript
  3. C, Shell, SQL

ML & AI

  1. PyTorch, TensorFlow, Scikit-learn
  2. HF Transformers, OpenCV
  3. AI evaluation, quantization & pruning

LLMs & agents

  1. Fine-tuning with LoRA / QLoRA (PEFT, TRL)
  2. RAG and prompt engineering
  3. Multi-agent architectures, LangChain, MCP, Ollama, llama.cpp

Data

  1. PostgreSQL, MongoDB
  2. Vector databases: ChromaDB, Pinecone
  3. Pandas, ETL pipelines, Tableau, Power BI

Infrastructure & MLOps

  1. FastAPI model serving, REST API design
  2. Docker, GitHub / GitLab CI
  3. AWS (EC2 · S3 · Lambda), Modal, Cloudflare Tunnels, Linux