skills

The tools I build with.

01

AI & Computer Vision

Model building, training, and vision systems

  • PyTorch
  • TensorFlow
  • Transformers
  • Scikit-learn
  • OpenCV
  • YOLO
  • SAM
  • VideoMAE
  • ViT

02

LLMs & RAG

Retrieval, agentic pipelines, and verification

  • RAG
  • Qwen2.5
  • Phi-3
  • FAISS
  • BM25
  • sentence-transformers
  • sqlglot
  • Prompt engineering

03

Backend & Data

Serving models and building APIs

  • FastAPI
  • Streamlit
  • REST
  • DuckDB
  • dbt
  • Docker
  • Kafka

04

MLOps

Shipping and maintaining models in production

  • MLflow
  • Calibration & ECE
  • pytest
  • GitHub Actions
  • Docker

05

Cloud

Training and deployment infrastructure

  • AWS
  • Azure
  • GCP