Skills

Programming

• Python(Proficient)
• JavaScript(Intermediate)
• SQL(Intermediate)
• PUG(Basic)
• MongoDB(Basic)
• C++(Basic)
• Rust(Basic)

Platforms

• Google Cloud Platform
• Azure
• On-Premise High-Performance Computing (HPC) Clusters

Machine Learning

• PyTorch
• Huggingface (Transformers, Datasets, TRL)
• Parallel and Mixed Precision Training using CUDA
• Accelerate
• LangChain

Tools

• OpenAI API
• VertexAI

Configuration & Management

• Hydra/Hydra-zen configuration management
• Astral UV - Python version and dependency management
• Poetry - Python dependency management

Testing & Code Quality

• Pytest
• Ruff - Code formatter and linter for Python
• MyPy - Type checker

Deployment

• Docker
• Google Cloud Platform
• Flask
• FastAPI

Terminal

• Zsh
• Bash
• Tmux/Screen

Languages

• English (Native)
• Afrikaans (Native)
• German (Fluent)