Noel's Projects

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

Built as a SIH 2025 team project, NiriKshan is an automated VAPT platform for CCTV and DVR infrastructure, combining high-rate reconnaissance, protocol-aware enumeration, and real-time evidence-driven reporting.

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

Pronunciation-aware name retrieval for public databases using a fine-tuned Llama 3.2 pipeline and vector similarity search.

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.

Drag-App

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

Chessialo

A godot 2D strategic chess game

Parsec

A code analyser that completely mapps and analyses a github repo and generates diagrams to visualise the codebase