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Assessing your cultural and operational fit
University of Illinois Urbana-Champaign
Data Scientist
June 28, 2026 – Present
alzheimer-nlp
May 22, 2026 – Present
Clinical NLP and RAG for Alzheimer's and cognitive decline detection (ClinicalBERT fine-tuning, PubMed RAG pipeline, MLOps on GCP.)
View ProjectLeetcodeSubmissions
July 8, 2025 – August 19, 2025
LeetcodeSubmissions — GitHub repository
View ProjectToThePoint
June 9, 2024 – June 9, 2024
AI Summarizer that can quickly summarize any text, article, or essay using the most important aspects
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, indicating self-motivation and initiative. The diversity of projects, from web development to AI/ML, suggests a broad interest in technology. However, the lack of team-based projects or professional experience beyond a future role at a university makes it difficult to fully assess cultural fit in a collaborative industry setting. The target role of 'Data Scientist' aligns well with the AI/ML-focused projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no actionable insights.