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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
ai-talent-matching-engine
June 12, 2026 – Present
AI-driven resume and job matching built with LangChain, ChromaDB, and Semantic search.
View ProjectRL-vs-LLM-in-Chess
April 15, 2026 – Present
Comparing PPO reinforcement learning vs GPT LLM as chess-playing agents in a custom OpenAI Gym environment.
View ProjectCapstone-Project
November 17, 2025 – November 17, 2025
Exploratory Data Analysis w/ a Recommendation System on 30k spotify songs
View ProjectProject-Based-Learning-III
September 22, 2025 – October 14, 2025
Malaria Detection w/ EfficientNetB3
View ProjectMini-Project-3
September 15, 2025 – September 19, 2025
Mini-Project-3 — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio is entirely personal, which demonstrates self-motivation and a passion for data science. However, the lack of professional experience or team-based projects makes it difficult to assess cultural fit, collaboration skills, or adaptability within an organizational structure. The projects align well with a Data Scientist role, but the breadth of technologies outside of core AI/ML is limited.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style in a team setting.