I'm an ML / MLOps Engineer with 6+ years of experience.
Currently working on AI systems for cybersecurity and quantitative trading.
More about my work on my cute little website.
- It works on my laptop: a reproducible Docker image of a model
- Serving a Transformer with FastAPI and Gradio: latency under load
- Your notebook is not a product: a Python package with tests and CI
- Hyperparameter tuning on a free GPU with W&B Sweeps
- What Llama changed in the Transformer: RoPE, RMSNorm, SwiGLU
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Python,C++,Wolfram,LaTex,Git -
NumPy,Pandas,Matplotlib,Plotly -
PyTorch,Lightning,Huggitng Face libs,OpenCV -
MlFlow,DVC,Weights & Biases,Hydra,Optuna,Prometheus,Grafana -
Flask,FastAPI,Docker,CI/CD,AWS SageMaker,Gradio,Streamlit,vLLM





