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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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@UCDFS

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swhelan123/README.md 
$ whoami

shane whelan
────────────────────────────────────────────────
study    final-year CS with Data Science & AI
         University College Dublin, Ireland
role     Powertrain Captain, UCD Formula Student
         took the powertrain team to Silverstone 2026
prev     Software Engineering Intern, Twilio
side     co-founder, SmartCert — AI study platform
into     data engineering · ML · embedded systems

shane-whelan.ie · linkedin

$ ls projects/

UCDFS/TEENSY — Vehicle Control Unit firmware for the UCD Formula Student car, on a Teensy 4.1. Pedal and brake sensing, BMS and Bamocar inverter comms over CAN, IMU, and a Nextion dash HMI. Team repo — I work on it as Powertrain Captain. C++ PlatformIO Teensy 4.1 CAN

f1-fantasy-predictor — automated weekly F1 Fantasy predictions with ML-based lineup optimisation. Retrains on every race weekend. FastF1 LightGBM DuckDB GitHub Actions

smartcert — study and cert-exam prep platform built on LLM APIs. Python LLM APIs

chess-analytics — my own chess history pulled from the Lichess and Chess.com APIs and made legible. Streamlit Plotly Python

sp500-vs-irish-housing — correlation study between the Irish housing market and the S&P 500, at scale. Spark Hadoop MapReduce SQL

$ cat stack.txt

daily      Python, C, C++, Java, SQL, bash
data/ml    scikit-learn, PyTorch, Spark, DuckDB
embedded   Arduino, Raspberry Pi, CAN
infra      Docker, GitHub Actions, Azure, MySQL

Pinned Loading

  1. comp30770-big-data-project comp30770-big-data-project Public

    Big Data Energy Project

    TeX

  2. f1-fantasy-predictor f1-fantasy-predictor Public

    🏎️ ML pipeline that predicts the optimal F1 Fantasy team each race week. LightGBM predictions, PuLP budget optimisation, and automated weekly reports via GitHub Actions.

    Python

  3. UCDFS/CAN-Testing UCDFS/CAN-Testing Public

    C++

  4. UCDFS/TEENSY UCDFS/TEENSY Public

    C++

  5. clipper clipper Public

    AI-powered clipboard watcher for macOS that auto-queries Gemini and returns smart responses to your clipboard

    Python

  6. HexOust HexOust Public

    Java