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GitDario79/README.md

Hi, I'm Dario 👋

Molecular biologist → Data Scientist. I build clean, reproducible analytics & ML pipelines that turn messy data into decisions.
PhD (Imperial College London) • Python/SQL • ML (sklearn) • upskilling in PyTorch/TensorFlow.

  • 🧪 Background: 10+ years in genomics/CRISPR, now focused on ML & data products
  • 🚀 I like shipping: tests, CI, simple deploys (Streamlit / FastAPI)
  • 📍 Open to Data Scientist roles in London (primary); ready to relocate

🔬 Featured Projects

🏎 F1 Golden Era — “Action Index” Analytics App

Quantifies how “action-packed” each season was using Position Volatility Index & Lead-Change Rate.

  • Streamlit app (interactive exploration) • Tested pipeline (pytest + CI)
  • Coming next: bootstrap CIs, track/weather covariates
  • 👉 Repo: https://github.com/GitDario79/F1_Golden_Era
  • ▶️ Live demo: link coming soon

tests license python


🚀 SpaceY — Launch Reusability & Cost (E2E + API)

Product-style project: business framing → model → inference FastAPI.


🛠️ Tech Stack

Languages: Python, SQL, (R basics), Bash
ML: scikit-learn (classification, regression, clustering), feature engineering, model validation
Data: Pandas/NumPy, Plotly/Matplotlib, Scanpy (RNA-seq), UMAP/PCA
Product & Ops: Streamlit, FastAPI, GitHub Actions, pytest, Docker (basic)
Learning: PyTorch, TensorFlow, deployment patterns


🧩 How I work

  • Reproducible structure (src/, notebooks/, tests/, app/)
  • Short READMEs with “how to run” + screenshots
  • Prefer small, shippable iterations over big rewrites

📫 Contact

Pinned Loading

  1. Pancan-multiomic-classifier Pancan-multiomic-classifier Public

    Multi-omic (TCGA-like) cancer type classifier with toy dataset, CI, and model card

    Jupyter Notebook

  2. F1_Golden_Era F1_Golden_Era Public

    Streamlit analytics exploring F1 ‘show’ using overtakes as a proxy for race excitement.

    Jupyter Notebook

  3. The-SpaceY-project The-SpaceY-project Public

    End-to-end ML project predicting rocket launch reusability with FastAPI inference service.

    Jupyter Notebook