currently passionate about how llms are changing life for everyday people outside the sf/x bubble
mostly a generalist, i just love solving problems!
Publications
Experience
tldr
- ~5 years of industry experience (including co-ops)
- now an ML engineer at meta, working on LLMs and recommender systems
- background in distributed systems, backend infra, and ML infra
- languages: python, go, typescript, javascript, ruby, SQL
- infra: kubernetes, AWS, GCP, linux, docker
- worked across big tech, startups, fintech, healthtech, and research
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feb 2026 – present software engineer @ meta
- working on notifications ranking for facebook and post-training LLMs for content understanding, building toward the next generation of LLM-based recommenders
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aug 2025 – dec 2025 graduate researcher @ gatech
- researched AI agent memory and built MemoBankRL, a memory optimization framework
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mar 2025 – aug 2025 founding software engineer @ controlcore.io
- built AI-native access control for kubernetes in golang
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oct 2024 – feb 2025 senior full‑stack developer @ atb financial
- 0 → 1 new product engineering, working on the whole stack
- developed some product sense
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oct 2023 – sep 2024 software developer @ symcor
- led the org-wide migration from svn + capistrano to git + ansible
- got really good at python, linux, and distributed systems
Co-ops
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jan 2023 – apr 2023 software developer intern @ uottawa
- launched MFA reset tool to 50,000+ users
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may 2022 – aug 2022 software developer co‑op @ emids
- built a telehealth app with react and typescript
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may 2021 – dec 2021 unix system engineer co‑op @ canadian bank note
- built a TLS certificate management API with python and flask
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sep 2020 – apr 2021 software engineering intern @ uottawa
- built e-learning modules for the faculty of medicine with react
Education
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jan 2025 – dec 2025 masters in computer science @ gatech
- completed 3 courses with a 4.0 GPA
- on a leave of absence
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sep 2018 – apr 2023 bachelors in computer science @ uottawa
- president of the uottawa google developer student club '22
- minor in psychology