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jeremyyyS/README.md

Hey, I'm Jeremy 👋

Final Year B.Tech · Artificial Intelligence & Data Science · RSET, Kerala
Ex-IEEE SPS RSET SBC Chair  |  Ex-ACM RSET Vice Chair  |  AI Undergrad

LinkedIn  ·  Email


About Me

I'm a final-year AI&DS student, with hands-on experience building end-to-end intelligent systems — from AST-level code compilers to ML-powered event planning backends.

Currently finishing my B.Tech at Rajagiri School of Engineering & Technology (RSET), Kochi, with an accepted paper at ICTIS 2026.

  • Building production-grade AI pipelines (CodeBERT + Gemini + AST rule engines)
  • Interested in LLMs, RAG, agentic AI, and ML systems engineering
  • IEEE Student Branch Chair & ACM Student Chapter Vice Chair at RSET

Featured Projects

Hybrid-Intelligence Python Code Optimization Platform · Python · AST · CodeBERT · Gemini 2.5 Flash · Streamlit

An end-to-end code optimization pipeline that combines:

  • 12 hand-engineered AST rules for deterministic transformations
  • CodeBERT semantic detection for context-aware anti-pattern recognition
  • Gemini 2.5 Flash for AI-powered code rewriting
  • Statistical benchmarking, safety validation, and confidence scoring

The system detects → transforms → benchmarks → validates → explains. AI enhances the pipeline — it never replaces the engineering core.

📄 Associated with an accepted paper at ICTIS 2026


📅 AiGenda

AI-Powered Event Planning Platform · React · Flask · XGBoost · Python

A full-stack event management application using ML-driven vendor and budget recommendations. Built with a Flask REST API backend, XGBoost classifier with label encoding and StandardScaler, and a multi-step React frontend for event planning flows.


Tech Stack

Languages: Python · JavaScript · SQL
AI/ML: PyTorch · Scikit-learn · XGBoost · CodeBERT · Gemini API · LangChain
Web: Flask · React · REST APIs · Streamlit
Tools: Git · VS Code · Jupyter · Postman


GitHub Stats

 


Open to AI/ML engineering roles and research collaborations.
Let's connect →

Popular repositories Loading

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  2. AiGenda AiGenda Public

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