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Machine Learning PhD student @ Berkeley. Caltech '23. CS, Data Science, Biology.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Caltech
Data Scientist
June 30, 2026 – Present
DADO
November 4, 2025 – Present
Code for our method Decomposition-Aware Distibutional Optimization (DADO). Accompanies our paper, "Leveraging Discrete Function Decomposability for Scientific Design".
View Projectpublish
January 16, 2025 – January 29, 2025
Place for publishing my obsidian vault files.
View Projectgcs_transformer
December 12, 2024 – December 19, 2024
Transformer to mimic generation of iterative convex solver solutions from GCS, on UAV navigation task.
View Projectteaching
June 20, 2020 – December 17, 2020
Various resources for CS education that I've written.
View ProjectAI-lien
June 14, 2020 – June 24, 2020
Survival game implemented from scratch in C, in which you are hunted by an alien (utilizes A* for pathfinding) while you try to accrue cash and escape.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and research-oriented, indicating a strong drive for independent exploration and problem-solving. The 'teaching' project suggests a willingness to share knowledge. However, the lack of team-based projects or open-source contributions makes it difficult to fully assess collaborative cultural fit. The current role at Caltech aligns well with a research-heavy data science environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.