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About

Software Engineer

Luke Blommesteyn

I build product, data, and ML systems with a bias toward clear execution.

Recent work spans full-stack product engineering, applied ML, and research projects in sports and decision systems.

Toronto Product + Data Applied ML

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Experience

Experience

Jobs, fellowships, and leadership roles that shaped how I work.

Sep 2025 – Nov 2025

Software Engineer

Raremarq · Remote (Los Angeles)

Eng hire #2, shipping very fast to help people sell.

Sep 2024 – Dec 2024

Strategy & Analytics Intern

Maple Leaf Sports & Entertainment · Toronto

Assorted full-stack, data, and product analytics work.

Jul 2024 – Aug 2024

Data Science Intern

Beats by Dr. Dre · Remote

Consumer behavior modelling for launch decisions.

Mar 2023 – Feb 2026

Research Assistant

Innovation North, Ivey Business School · London

Gen-AI and systems thinking research under Dr. Tima Bansal.

May 2024 – Aug 2024

Software Developer Intern

RBC Amplify · Toronto

Patent-pending recommendation engine for a gamified fantasy sports inspired financial education app.

Jan 2024 – May 2024

Future Analytics Stars Fellowship

NBA

Youngest in cohort for executive-led training with fewer than 1% of 5,400 applicants accepted.

Mar 2022 – Mar 2024

Founder & Co-President

Western Dev Society

Scaled a 700+ builder circle and partnered with 30+ organizations.

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Writing

Writings

Working notes on product focus, reliable data, and keeping teams confident.

Thought Piece

The Meta-Episteme: Prediction Markets and the Next Knowledge Revolution

An epistemic revolution: prices as a living truth engine.

Read note
Research

NBA Roster Geometry and Resilience

Salary-weighted lineup connectivity adds signal for playoff stability; negative salary assortativity aligns with robustness.

Read note
Build Log

LLMs in Rust: Fast Embeddings with Candle

Why Rust, how I built it, and where it runs.

Read note
Research

Elixir Under Uncertainty

Risk-sensitive POMDP and control math for Clash Royale mechanics.

Read note

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Contact

Contact

Open to interesting product, data, and engineering conversations.

Best way to reach me is email.

lukeblommesteyn [at] gmail [dot] com