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A Realist Minimalist
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Quantiphi R&D
Data Scientist
June 16, 2026 – Present
claude-internals
May 17, 2026 – Present
Claude Code internals notes and a small toolkit (hooks + slash commands) for cost visibility
View Projectperceive-benchmark
April 29, 2026 – Present
PERCEIVE: A Self-Expanding Benchmark for Psychophysics-grounded Elicitation of Routing Cost-Efficiency In Vision-Language Evaluation (NeurIPS 2026)
View ProjectSentiments-Mining
July 27, 2020 – August 5, 2020
A semi-supervised BERT based Sentiment classification model and Sentiment cluster mining model.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal research and development, particularly in AI/ML. The diversity of projects, from web development (portfolio, polyrhythML.github.io, cere-bro) to advanced AI research, suggests a broad interest and self-driven learning. However, the lack of detailed descriptions for many projects makes it difficult to fully assess the depth of involvement and collaborative potential. The current role as a Data Scientist aligns well with the target role, but the short tenure (start date in 2026) and lack of detailed responsibilities limit the assessment of cultural fit within a team or corporate environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, and no other information is available.