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AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
sharanharsoor.github.io
June 12, 2026 – Present
sharanharsoor.github.io — GitHub repository
View Projectllm-smartmem
February 27, 2026 – Present
Smart memory management for LLM conversations - topic-aware compression that just works
View Projectchunking
September 16, 2025 – Present
A comprehensive Python library for intelligent text chunking with many strategies, CLI interface, and config support
View Projectmedical-application
November 11, 2024 – November 19, 2024
medical-application — GitHub repository
View Projectfastapi_learning
August 8, 2023 – October 4, 2023
This repository covers fundamental to advanced information regarding FastAPI.
View ProjectCultural Fit Analysis
The candidate's personal projects show initiative and a self-driven learning approach. The diversity of technologies listed in 'chunking' (Python, JavaScript, Go, Java, HTML) suggests a broad technical curiosity, though depth in all these areas for a Data Scientist role is not clear. The projects are primarily personal, which is good for demonstrating initiative, but lacks context on team collaboration or professional project experience. The target role is 'Data Scientist', and while there are relevant projects, the overall breadth of data science specific skills (e.g., machine learning algorithms, statistical analysis, data visualization, big data technologies) is not explicitly demonstrated beyond LLM/NLP.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.