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Assessing your cultural and operational fit
runtime-diff-agent
June 1, 2026 – Present
An AI agent that diffs runtime behavior between two git commits, not just what lines changed but how the program executes differently
View ProjectCampus-Navigator
March 29, 2026 – Present
An interactive A* Pathfinding visualizer for the SRM IST campus. Built with a custom JavaScript algorithm and dynamic SVG mapping, it features real-time heuristic sightlines, step-by-step execution, and precise distance/cost analysis. A high-performance blend of graph theory and modern glassmorphism design.
View ProjectPerson-or-Bot
March 15, 2026 – Present
This project uses a Random Forest machine learning model to classify whether typing behavior belongs to a human or a bot based on patterns in a dataset.
View ProjectFake-News-Detection
February 24, 2026 – Present
A machine learning project that classifies news articles as fake or real using NLP.
View ProjectMusic-Genre-Classification
December 10, 2025 – December 10, 2025
Music Genre Classification using the GTZAN dataset. Extracted audio features (MFCC, Chroma, Spectral Centroid, Zero-Crossing Rate, Tempo) and trained Random Forest models on both 30-second and 3-second datasets. Achieved 87% accuracy on the 3-second dataset. Includes data preprocessing, model training, evaluation, and confusion matrix analysis.
View ProjectPharmaTrack-Real-Time-Medicine-Availability-System
October 21, 2025 – November 5, 2025
A pharmacy management and medicine search platform, built purely in Java, that enables effortless medicine lookup, location-aware pharmacy discovery, and real-time inventory tracking. Includes user registration, medicine reservation, out-of-stock alerts, pharmacy dashboard functionality, and advanced analytics for a seamless Java-based healthcare
View ProjectNextBid-Auction-Site
October 21, 2025 – October 21, 2025
NextBid is a modern auction website designed to bring the thrill of real-time bidding to your browser. Built with a user-friendly and responsive front end using HTML, CSS, and JavaScript, NextBid enables users to easily browse, search, and participate in online auctions from any device.
View ProjectCultural Fit Analysis
The candidate has a strong portfolio of personal projects, indicating initiative and a passion for technology. The projects span web development, AI/ML, and Java applications, showing a broad interest. However, the target role is 'Data Scientist', and while there are relevant ML projects, the overall project diversity might suggest a broader interest than a focused deep dive into data science specific areas. The lack of professional experience or education details makes it hard to assess alignment with a structured corporate environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies. The diversity of personal projects suggests curiosity and a problem-solving mindset. However, without psychometric or English test scores, it's difficult to assess communication clarity, work attitude, stress handling, or team collaboration directly. The project descriptions themselves are generally clear and concise.