Lawrence Chan
Data ScientistMember since June 19, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
guarantees-based-mechanistic-interpretability
January 4, 2024 – Present
guarantees-based-mechanistic-interpretability — GitHub repository
View Projectnatural-abstractions
February 16, 2023 – February 16, 2023
Scratch work for the Natural Abstractions AF post
View ProjectL4DC-MPC-OCD
November 20, 2020 – April 23, 2021
Implementation/experiments for L4DC 2020 submission "Optimal Cost Design for Model Predictive Control"
View Projectassistance-games
April 6, 2020 – July 11, 2022
Supporting code for Assistance Games as a Framework paper
View Projectassistive-bandits
January 7, 2019 – April 22, 2024
Code for The Assistive Multi-Armed Bandit (2019)
View ProjectPennAppsXII
September 5, 2015 – July 7, 2016
Prediction market website we built for PennApps Fall 2015.
View ProjectCultural Fit Analysis
The candidate's project history shows a strong inclination towards research-oriented and academic projects in machine learning and statistics, which aligns well with a data scientist role that involves research or advanced model development. However, the lack of diverse project types or team-based work makes it difficult to fully assess broader cultural fit. The projects are primarily personal, limiting insight into collaboration or broader business context application.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview data are available.