I am a B.Tech Computer Science and Engineering student specializing in building end-to-end, scalable applications, designing machine learning models, and deploying production-grade systems. I love bridging the gap between intelligent predictive algorithms and premium user experiences.

Your Elite AI-Powered Health & Wellness Coach

• Description: An end-to-end fitness platform featuring context-aware coaching, in-memory product scanning caches, and visual meal analysis.
• Tech Stack: FastAPI, React.js, MongoDB, Google Gemini 2.5 Flash, Chart.js.
• ML Integration: Integrates a custom-trained XGBoost Classifier (with 5-fold cross-validation) to predict personalized fitness plans.

ML-Enhanced DDoS Attack Detection & Monitoring System

• Description: A comprehensive network traffic analysis tool capturing real-time flows, monitoring agent status, and alerting on active threats.
• Tech Stack: Flask, React, MongoDB, PyShark, Scikit-learn.
• ML Integration: Real-time packet parsing and ML classification for active DDoS intrusion detection.

Chrome Extension Threat Intelligence & Redirection Resolver

• Description: A Manifest V3 Google Chrome extension designed to scan, parse, and highlight phishing or malicious URLs in real time.
• Tech Stack: JavaScript, HTML5/CSS3, Manifest V3.
• Threat Integration: Queries VirusTotal API and Google Safe Browsing, with a fallback local OpenPhish threat intelligence feed. Features a custom parser for incoming emails on Gmail.

Hybrid Text Mining & Coordinates Geodesic Recommendation Engine

• Description: A Jupyter Notebook project proposing optimal healthcare facilities based on a user's location and specific symptom requirements.
• Tech Stack: Pandas, NumPy, Scikit-learn, Geopy, Matplotlib.
• Algorithm: Implements TF-IDF Vectorization and Cosine Similarity on department metadata, combined with Geodesic distance filtering from geo-coordinates.

• Top 50 / 630+ Teams: Ranked in the top tier at the VOIS Innovation Marathon for building high-performance, full-stack prototypes under tight time constraints.
• Academic Projects Leader: Acted as the technical lead on multiple university full-stack/security projects, implementing standard dev-ops setups (Docker, CI/CD).

• LinkedIn: linkedin.com/in/parshav-shah-485739284
• Email: parshavshah2304@gmail.com
• GitHub: github.com/Parshav2304