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5 followers · 3 following
  • https://www.linkedin.com/in/stoneericm/
  • Brooklyn, NY

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Achievement: YOLOAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: Pair Extraordinairex2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: Pair Extraordinairex2Achievement: Arctic Code Vault Contributor

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stone-ericm/README.md

Hey, I'm Eric

Data scientist at The New York Times, where I build experimentation infrastructure and statistical tooling. Side projects in Python and whatever seems interesting. Based in Brooklyn.

What I'm Working On

  • Beat the Streak v2 — PA-level MLB hit prediction model that beats published benchmarks on backtested data. LightGBM on 1.5M plate appearances, 13 provably leak-free features, validated across 6 seasons. Successor to my 2021 project.

  • FTL Reinforcement Learning — Training an RL agent to play FTL: Faster Than Light using Gymnasium + Stable Baselines3. Live memory reading via Mach VM API, custom action masking, curriculum learning.

  • Screenshot to Calendar — Turn screenshots of events into Google Calendar entries using Claude's vision AI. Vercel, Cloudflare Workers, Google OAuth.

  • NYC Parking Ticket Heatmap — Interactive heatmap of parking tickets by street, day, and hour. NYC Open Data API, SQLite, Streamlit.

Tech I Use

Languages: Python, SQL, JavaScript

ML/Data Science: LightGBM, scikit-learn, pandas, PyTorch, Gymnasium

Data Infrastructure: dbt, BigQuery, Statsig, Airflow, SQLAlchemy

Infrastructure: GCP, Vercel, Docker, GitHub Actions, PostgreSQL

Elsewhere

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  1. bts bts Public

    Beat the Streak v2 — PA-level MLB hit prediction model

    Python

  2. screenshot_event screenshot_event Public

    Turn screenshots of events into Google Calendar entries using Claude's vision AI

    JavaScript

  3. trmnl_monarch trmnl_monarch Public

    TRMNL e-ink plugin displaying recent transactions from Monarch Money

    JavaScript

  4. parking_ticket_map parking_ticket_map Public

    NYC parking ticket heatmap: Open Data API → SQLite → Streamlit interactive viz

    Python

  5. sentiment_analysis sentiment_analysis Public

    Multi-method sentiment analysis (TextBlob, VADER, Transformers) with time series visualization

    Python

  6. MLB_counting_to_57_hits MLB_counting_to_57_hits Public

    Analysis of probability paths to breaking Joe DiMaggio's 56-game hitting streak

    Jupyter Notebook