Shinas Samoon

Engineering undergraduate · Backend, AI & Full-Stack Developer

Kozhikode, Kerala, India

@shinas_samoon

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About

Engineering undergraduate with experience in backend development, REST APIs, machine learning, cloud deployment, and full-stack web applications using Python and JavaScript. Focused on scalable software systems, AI-powered applications, and enterprise software engineering.

Experience

Machine Learning & AI Intern

ICT Academy of Kerala

Jun 2025 – Jul 2025

Worked on data preprocessing, feature engineering, model training, and evaluation using Python.

Education

Bachelor of Technology

L.B.S College of Engineering

Electronics and Communication Engineering · 2022 – 2026

Skills

<3 months

C SQL RAG MCP Oop NumPy React Flask Python PRISMA Next.js Streamlit Debugging AI Agents JavaScript Playwright Tailwind CSS scikit-learn Version Control Vector Databases Prompt Engineering API design and development API Integration Understanding Data Structures and Algorithms

Tools / apps / platforms

<3 months

Git Linux Gemini GitHub Pytest MongoDB Selenium Supabase Telegram Burp Suite PostgreSQL Arduino IDE Google Colab The MathWorks MATLAB

Projects

Catering ERP & Inventory Management Platform

React 18, TypeScript, Supabase, Tailwind CSS

Developed a full-stack ERP platform for catering businesses and deployed it using Cloudflare infrastructure with PostgreSQL migration.
QutInvAPP – Quotation and Invoice Management System

Flask, pywin32

Developed a Flask-based quotation and invoice automation platform with JSON-based data management and PDF export.
PDF RAG Chatbot

Python, LangChain, FAISS, Gemini, Streamlit

Built a Retrieval-Augmented Generation application for intelligent PDF document querying using vector embeddings and semantic search.
UWB Based Indoor Activity Monitoring for Elderly Care

Developed a real-time indoor monitoring system using UWB transceivers, ESP32, and sensors. Built Python-based machine learning models for activity classification and fall detection.

Courses & certifications

Machine Learning with Python – k-Means Clustering · LinkedIn Learning
Python Training Program · L.B.S College of Engineering Kasaragod

🏆 Achievements & awards

Published and presented “UWB Based Indoor Activity Monitoring for Elderly Care” at ICSTS 2025 · 2025

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