Aedwin Bobby

Aedwin Bobby

Computer Engineering Student @ Mangalam College of Engineering | AI & Machine Learning Enthusiast | Python
Kottayam, Kerala, India

About

I'm Aedwin Bobby, a Computer Engineering student at Mangalam College of Engineering, Kottayam (2024–2028), focused on Artificial Intelligence and Machine Learning. I build practical AI projects in Python — from an AI-powered network intrusion detection system and a web vulnerability scanner, to an air-quality predictor and a Kerala flood-risk model retrained on real rainfall and river-discharge data. I'm open to internships and collaborations in AI/ML.

Projects

AI-Powered Network Intrusion Detection System

Machine-learning based detection of malicious network traffic, with a live monitoring dashboard.

Web Vulnerability Scanner

AI web vulnerability scanner and DevSecOps platform with 15 scanning modules.

AI-AQI-Predictor

Predicts air quality and pollutant gas levels using machine learning.

Hybrid AI Chiller Controller

Hybrid AI controller for smarter, more efficient chiller operation.

Kerala Flood Risk Predictor

Gradient-boosting flood-risk model for Kottayam, retrained on 3,195 days of real CHIRPS rainfall and GloFAS river-discharge data (2018–2026).

Skills

Python Machine Learning Artificial Intelligence (AI) Git GitHub Java MySQL Ollama (Local AI)

Education & Certifications