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Robotics & CV @ScaleAI | Wannabe mech interp researcher | Poking at LLM safety representations | Ex-Amazon
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Assessing your cultural and operational fit
scaleapi
Data Scientist
June 26, 2026 – Present
empathetic-language-bandwidth
January 20, 2026 – Present
Measuring representational bandwidth for empathetic language patterns in LLMs through activation geometry
View Projectcrystallized-safety
January 15, 2026 – Present
Activation steering experiments across LLM families - investigating why readable safety representations don't guarantee controllable behavior
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and research-oriented, focusing on advanced LLM topics. While demonstrating initiative and technical depth, the diversity of team-based or production-oriented projects is limited. The experience level is 0, suggesting a very early career stage despite a current Data Scientist role. This might indicate a fit for research-heavy or innovative environments, but less so for roles requiring extensive collaboration or established industry practices without further evidence.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.