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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
FraudShield
March 7, 2026 – Present
🔐 FraudShield AI is an end-to-end ML pipeline that classifies banking transactions into five fraud categories using 3,000 realistic records. It evaluates 13 classification models with automated hyperparameter tuning and deploys the best model through an interactive Gradio web app, all implemented within a single Google Colab notebook.
View ProjectPoliticalSentimentShift
February 14, 2026 – Present
PoliticalSentimentShift — GitHub repository
View ProjectMazdoor-Mitra
January 11, 2026 – Present
Platform connecting daily wage workers with contractors through digital contracts
View ProjectSentiment-Hype-Analyzer
May 8, 2024 – May 8, 2024
Sentiment-Hype-Analyzer — GitHub repository
View ProjectFiltered-Sentence-NLP
May 8, 2024 – May 8, 2024
Filtered-Sentence-NLP — GitHub repository
View ProjectStock-Price-Forecaster
May 8, 2024 – May 8, 2024
Stock-Price-Forecaster — GitHub repository
View ProjectGuess-The-Number-Game
May 7, 2024 – May 7, 2024
Guess-The-Number-Game — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, including several basic programming exercises. While there are relevant data science projects, the overall diversity and depth of projects suggest a developing professional rather than a senior-level cultural fit for a Data Scientist role without further validation. The 'Mazdoor-Mitra' project indicates some interest in social impact, but its technical stack (typescript, PL/pgSQL) is not directly aligned with the target role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.