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  • Automation and Robotics Club
  • St Joseph Engineering College, Mangaluru
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Shalton2005/README.md

Shalton Menezes

AI Software Engineer

Building AI-powered software and intelligent applications that solve real-world problems.



About

AI & Machine Learning undergraduate at St Joseph Engineering College, Mangaluru.

I enjoy building AI-powered software, full-stack web applications, and intelligent automation systems with an emphasis on clean architecture, maintainability, and practical problem solving.

Currently serving as Software Lead at the Automation & Robotics Club (ARC), leading software initiatives and collaborating on AI and automation projects.


Current Focus Currently Exploring
AI-powered Software Development Agentic AI & LLM Applications
Computer Vision Software Architecture & System Design
Intelligent Automation Distributed Systems
IoT Applications Scalable Backend Engineering


Featured Projects


Industrial safety intelligence platform combining real-time CCTV analysis with IoT sensor telemetry into a compound risk engine, using a RAG-grounded LLM to generate explainable safety assessments.

Tech Stack FastAPI React PostgreSQL Neo4j LangChain/LangGraph YOLOv11 OpenCV Docker

Impact Turns disconnected sensor, video, and compliance data into a single real-time risk picture.




Vision-language framework for medicinal plant identification, combining CLIP-based visual retrieval with a vision-language model and a RAG pipeline so users can ask follow-up questions grounded in a curated knowledge base.

Tech Stack FastAPI React PyTorch Qwen2.5-VL CLIP ChromaDB PostgreSQL Docker

Impact Moves plant identification beyond a bare species label into grounded, explainable, conversational analysis.




Student Feedback Management System

Web application built for SJEC that replaces a Google Forms–based feedback process with a dedicated platform for form authoring, student submission, and report generation across administrator and student portals.

Tech Stack React TypeScript Vite

Impact Removes a manual export-to-Excel-to-Word reporting chain with a direct form-to-report pipeline.




Faculty Publication Portal

Web application for managing and organizing faculty publication records, including bulk user setup, citation updates, and report generation.

Tech Stack Flask SQLAlchemy SQLite

Impact Centralizes faculty publication tracking that was previously handled manually.




QUIZIX

LAN-based quiz platform for institutional exams with admin and student portals, built for production deployment with connection pooling and concurrent session support.

Tech Stack Flask PostgreSQL Gunicorn Nginx

Impact Runs multi-session live quizzes for a full classroom over a local network with export-ready results.



Experience

Software Lead · Automation & Robotics Club (ARC) Lead software development for web, AI, and embedded systems while defining technical direction, collaborating across teams, and mentoring club members on engineering best practices.

Contributor · SafeFusion AI (team project, ET AI Hackathon 2.0) Responsible for backend architecture and the AI pipeline: FastAPI services, the compound risk engine, and integration of the computer vision, RAG, and knowledge-graph components.



Selected Achievements

  • 🏆 COMEDK Idea Pitching Competition — Smart Energy Meter
  • 📜 Letter of Appreciation — Student Feedback Management System


Core Technologies

Languages
AI / ML
Backend
Database
Tools


GitHub Statistics

GitHub Stats Top Languages


LinkedIn Email

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