Last login: Sat Aug 22 16:52:22 on ttys000

swhelan123@github ~ $ whoami

shane whelan
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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

swhelan123@github ~ $ ls projects/

UCDFS/TEENSY
Vehicle Control Unit firmware for the UCD Formula Student car,
running 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

swhelan123@github ~ $ 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

swhelan123@github ~ $