Noel's Projects

allpyq

AI study platform with a document-intelligence pipeline for academic question papers; grew to 2,000+ users in its first month.

Bunkialo

An open-source Expo React Native campus platform used by thousands at IIIT Kottayam, built around LMS ingestion, attendance tracking, timetable sync, and daily academic workflows.

Eko

Built a Tauri audio relay with an optimized Rust core and a performance matrix for comparing streaming latency across receiver devices.

COPS

Built a Tauri app that restricts network access to Codeforces during contests and alerts when firewall rules are changed.

NiriKshan

Automated VAPT Suite

Blackbox vulnerability assessment for CCTV and DVR infrastructure.

Automated reconnaissance, protocol enumeration, and evidence-backed reporting streamed live to operator dashboards.

FastAPI

Next.js

Socket.IO

Masscan

Nmap

Network Reconnaissance

Protocol Enumeration

RTSP & ONVIF Validation

Live Operator Dashboard

Evidence-backed Reporting

NiriKshan

Scanned 196,000+ IP addresses for exposed CCTV and DVR devices with an automated VAPT platform; placed 1st nationwide at SIH 2025.

Fuzzify

Name Matching Engine

Pronunciation-aware search that matches how names sound, not how they're spelled.

Built for public-sector lookup workflows where phonetic accuracy across languages matters more than exact string matches.

Llama 3.2

Chroma DB

Flutter

IPA Phonetics

Phonetic Search

IPA Variant Generation

Vector Similarity Ranking

Real-world Record Matching

Fine-tuned LLM Pipeline

Fuzzify

Searched 200,000+ records in under 700 ms with pronunciation-aware retrieval; fine-tuned Llama 3.2 1B and placed Top 5 among 500+ teams.

Tabeeb

A healthcare platform delivered through freelance software development work.

Chessialo

A godot 2D strategic chess game

Drag-App

Bilingual platform tackling youth substance abuse in Kerala with AI guidance, anonymous reporting, and law-enforcement analytics.