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AdityaK-gits/README.md

🧠 About Me

I'm an Information Science & Engineering student at MS Ramaiah University of Applied Sciences, Bengaluru, building production-grade AI/ML systems at the intersection of deep learning and cybersecurity — not just academic notebooks, but deployed, end-to-end tools that solve real problems. My work spans behavioral anomaly detection engines, real-time fraud intelligence dashboards, and NLP-driven security log analyzers, all built with a full-stack mindset.

B.Tech ISE @ MS Ramaiah University · Graduating January 2027 · Open to Internships & Entry-Level Roles

🔭 Currently Working On

▸ 🏏  Sports prediction ML system (IPL & beyond)
▸ 🔥  Deepening PyTorch — attention mechanisms, custom training loops
▸ 🛡️  AI-driven security systems for real-time threat detection
▸ 💼  Actively seeking AI/ML & Cybersecurity internships

⚙️ Tech Stack

ML / Deep Learning

Python PyTorch TensorFlow Scikit-learn Streamlit Jupyter

Full-Stack & Cloud

React JavaScript HTML/CSS Firebase IBM Cloud Git

🚀 Featured Projects

🔐 Project ⚡ What It Does 🛠️ Stack
🧬 Behaviour-First Zero-Day Detector AI malware detector using LSTM/GRU/Transformer autoencoders — flags anomalies in real-time via behavioral telemetry, with live trace analysis, model versioning & event heatmaps PyTorch · LSTM · GRU · Transformer
💳 FraudShield AI Full-stack real-time fraud detection dashboard integrating Groq AI (llama-3.3-70b) inference, Firebase Firestore, and a client-side logistic regression model on the IEEE-CIS dataset React · Firebase · Groq AI · Python
🔍 Cybersecurity Log Analyzer Streamlit app that parses raw security logs to detect brute force, SQL injection, and DoS patterns — generates structured reports and JSON alerts Python · Streamlit · NLP
🏏 IPL Prediction Tracker ML-based cricket match prediction and tracking system with real-time model scoring Python · Scikit-learn · ML
🎓 College Admission Agent AI chatbot deployed on IBM Cloud using Watson Assistant, resolving student admission queries through an interactive NLP interface IBM Watson · IBM Cloud · NLP

📊 GitHub Stats


🏅 Education & Certifications

🎓 Credential 🏛️ Issuer 📅
B.Tech — Information Science & Engineering MS Ramaiah University of Applied Sciences Jan 2027
AI Technical Practitioner Cisco ✅
Oracle Cloud Infrastructure 2025 Oracle ✅
AI Fundamentals IBM ✅
Agentic AI IBM Cognitive Class ✅
SkillsBuild Internship Program IBM ✅
Software Engineering Simulation Forage ✅

🤝 Let's Build Something Real

I'm actively looking for internships and entry-level roles in AI/ML and Cybersecurity.
If you're working on anomaly detection, threat intelligence, or ML-powered security — let's talk.


Last updated: June 2026

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