Arathi Shekhar Munavalli

VTU final-year Major Project (Phase-1 and Phase-2), built with a 4-member team. An AI-driven recruitment platform with an Interview Simulator, Bias-Free Hiring mode, AI Career Chatbot, and a Resume Authenticity/Plagiarism Checker using TF-IDF cosine similarity.

• Secure authentication with Flask-Login, OAuth via Authlib, and TOTP-based 2FA
• Resume parsing, ATS scoring, and TF-IDF-based job matching
• Trained ML classifier with explainable NLP output, plus a skill-gap analyzer with GitHub-based skill verification
• Recruiter candidate comparison tool and public candidate portfolio pages
• Automated test suite grown from 105 to 158 passing tests, backed by a statistical evaluation harness for model performance

Hyperlocal skill marketplace connecting skilled workers (plumbers, electricians, tailors, repair technicians) directly with customers in Hubli-Dharwad — no middlemen, no commission. Workers create a Skill Card in 2 minutes, upload work proof, get verified, and get hired via WhatsApp or call. Built for YUVA i-Cause 2026 — Team Arohana ranked 23rd out of 887 teams nationally.

A cybersecurity web application that detects malicious URLs, phishing attacks, and suspicious domains in real time. Generates a risk score (Safe / Suspicious / Dangerous) using automated threat detection. Features: URL security scanning, phishing detection, malware link identification, domain reputation analysis.

Full storefront experience built as the capstone for a frontend internship — product browsing with filter/sort, a persistent shopping cart, simulated auth, and a validated multi-step checkout flow. Live catalog data pulled from FakeStoreAPI, with route-protected checkout and clean separation between UI, state, and data-access layers.

Real-time hand gesture recognition that lets users control PowerPoint, Google Slides, websites, and PDFs using only a webcam — no mouse or keyboard needed. Features: hand-based navigation, pinch-to-zoom, real-time detection using Computer Vision.

Vanilla-JS weather dashboard with debounced city search, geolocation lookup, a 5-day forecast, and °C/°F unit toggling. Integrates live forecasts via the Open-Meteo REST API with async/await, and persists favorite cities and theme via Local Storage.

A platform that turns sustainable farming practices into trackable micro-gigs. Farmers create tasks, from soil preparation to harvest, and laborers complete them and verify the work with photo and location-based proof to earn instant rewards. Selected among the Top 25 teams out of 250+ at CodeBharata, IIIT Dharwad.

Python Tkinter GUI login system with brute-force detection. Tracks failed login attempts, locks account after 5 failures, logs all attempts to a security log file, and emits a sound alert on account lock.