Malware Detection Model
Docker · LightGBM · PHP · Ember
- Built a LightGBM-based malware detection model for a class MLSEC competition.
- Evaluated against 17 teams generating 50 adversarial attack variants each using diverse strategies.
- Achieved ~90% detection across attacks and placed 3rd overall for defense performance.
GitHub Repo
Restaurant Management Platform
Python · JavaScript · React · Flask · SQL · Google OAuth
- Full-stack platform with POS, kiosk, and management dashboards.
- Built in a six-member team, focusing on clean UX and secure authentication.
- Supports menu management, order flow, and role-based access.
AI Sanitation Project (Smart Hygiene)
Raspberry Pi 4 · Python · JavaScript · IBM Watson
- Automated AI-powered sanitation device to disinfect rooms with UV when empty.
- Integrated sensors and cloud intelligence for safe and precise activation.
- Designed as a practical solution during COVID-19 to reduce manual intervention.
Demo Video
Business Management Portal
HTML · CSS · PHP · MySQL
- End-to-end financial and sales management site for a family-owned shop.
- Automated stock reports, balance sheets, and sales tracking.
- Eliminated manual bookkeeping and reduced opportunities for fraud.
Screenshots & Materials
