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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist
June 25, 2026 – Present
metaclip-tree-classifier
June 1, 2026 – Present
MetaCLIP plant classifier with PNW tree species
View Projectringbuffer
June 18, 2017 – October 23, 2021
Ring-Buffer Implementation in C optimized for embedded application
View Projectsoc_picoblaze_based
March 5, 2015 – September 6, 2015
SoC based on Picoblaze implemented in Verilog
View ProjectPSOLibrary
February 22, 2015 – November 4, 2019
Partical Swarm Optimization implemented using Qt/C++
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards C++, embedded systems, and hardware, with only two projects directly related to data science ('mlp', 'metaclip-tree-classifier'). While the candidate lists 'Data Scientist' as their current role at Facebook (with a future start date), the project history does not strongly align with a typical senior Data Scientist profile, which usually emphasizes statistics, advanced machine learning, big data technologies, and cloud platforms. This suggests a potential mismatch in core expertise for a dedicated Data Scientist role, though the foundational programming skills are strong.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but no direct communication or collaboration examples are provided. Psychometric test scores are not available.