Toolbox

Skills, in working order

60 skills ยท 6 domains

Programming

6

The languages everything else is built on.

Python
JavaScript
SQL
HTML/CSS
TypeScript
Bash

AI/ML Frameworks

10

Training, fine-tuning, and serving models.

PyTorch
TensorFlow
Scikit-learn
OpenCV
Hugging Face
ONNX Runtime
SpaCy
MONAIsentence-transformersXGBoost

Deep Learning & Computer Vision

9

Architectures and techniques I reach for.

DINOv2 (ViT)U-Net++ / 3D U-NetTemporal Fusion TransformerLSTM + AttentionPubMedBERT NERLoRA Fine-TuningSegmentation (Dice, IoU, HD95)Calibration & TTAMixed Precision (BF16/AMP)

Agentic AI, LLMs & RAG

10

LLM systems that retrieve, reason, and stay grounded.

OpenAI API
Anthropic API
LangChain
n8n
Hybrid RAG (dense + BM25)Multi-Agent / Tool-CallingGroundedness VerificationvLLM + Qwen3pgvectorPrompt & Context Engineering

Data, MLOps & HPC

10

From raw data to reproducible, tracked runs.

Pandas
NumPy
Matplotlib
Polars
DuckDB
MLflow
Weights & Biases
DVC
SLURM (B200 / H200)Tableau

Backend, DevOps & Tools

15

Shipping and serving the work.

Docker
Git
VS Code
Jupyter
Claude Code
Cursor
FastAPI
Next.js
React
PostgreSQL
Redis
GitHub Actions
Vercel
pytest
Playwright