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Assessing your cultural and operational fit
Independent AI Researcher
Data Scientist
June 19, 2026 – Present
turboquant-app
March 26, 2026 – Present
PyTorch toolkit for TurboQuant-based unbiased vector quantization, LLM KV-cache compression, and embedding retrieval.
View Projectfastapi-mcp
March 12, 2026 – Present
Turn any FastAPI app into an MCP server in minutes—auto-expose endpoints as AI tools with production-grade security, compatibility controls, and observability.
View Projectfastapi-starter
March 11, 2026 – Present
A lightweight FastAPI starter template for building production-ready REST APIs in Python. Includes a clean project structure, async endpoints, and a simple foundation for scalable backend services.
View Projectralph-python-skill
March 11, 2026 – Present
A Python-based skill for the Ralph autonomous agent framework that helps AI coding tools execute structured development tasks, automate workflows, and integrate with Claude Code style agents.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards independent research and development in AI/ML, which aligns with an innovative and self-driven culture. However, the lack of team-based projects or diverse industry experience limits the assessment of broader cultural fit. The 'Independent AI Researcher' role suggests autonomy but provides no insight into collaborative work.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.