RS

Rathin's Portfolio

Passionate about building products that help people and organizations - web and mobile apps, AI, and more.

Full-Stack Developer
AI/ML Engineer
UI/UX Designer

Showing all 11 projects

AILearningFull-stackLLM

Chimera – AI-Powered Learning Platform

Built adaptive learning platform using React, Redux, Django, and PostgreSQL for teams and universities. Powered by Gemini LLM for real-time mission generation, path planning, and micro-learning with domain-tuned AI Agents.

Tech Stack

ReactReduxDjangoPostgreSQLGemini LLMAI Agents
GISRoutingReal-timeSpatial Analysis

MoodRoute – Intelligent GIS Routing App

Built full-stack mapping tool using ArcGIS API for JavaScript, WebGL, and World Route Service with real-time traffic data. Designed mood-based routing algorithm with 12 profiles and live route scoring via spatial analysis.

Tech Stack

ArcGIS APIJavaScriptWebGLCalcite DesignGIS
RAGLLMDocument ProcessingAI

Wireless Network Expert System (RAG)

Developed RAG-powered system for navigating complex wireless networking standards (5G NR, WiFi 6/6E). Combined retrieval mechanism with fine-tuned LLM, featuring Flask web interface, document parsing, ChromaDB embeddings, and containerized deployment.

Tech Stack

FlaskRAGChromaDBHuggingFaceLlama 3DockerPyPDF2
EnterpriseTrackingAPI IntegrationReal-time

GSQUARE Field Executive Tracking Platform

Developed comprehensive tracking platform with perimeter configuration and API integration for field executive management. Features real-time Mapping, automated timestamping, QR-based data entry, role-based dashboards, and Salesforce integration via secure APIs. Use username: 1234567890 and password: welcome@1

Tech Stack

ReactNode.jsPostgreSQLSalesforce APIQR CodeGeolocationReal-time Mapping
Job TrackingAIFull-stackProductivity

thatJob - Job Application Tracker

Built comprehensive job application tracking website with AI-powered features using LLM Wrappers for application insights and automation. Features application management, status tracking, analytics dashboard, and intelligent recommendations to streamline the job search process.

Tech Stack

ReactExpressSupabaseBootstrapLLM WrappersVercel
MobileReact NativeMachine LearningNLP

Funance

Led team to develop ML-powered mobile app using React Native and Zustand, featuring gamification, cross-platform support, push notifications, and progress tracking. Fine-tuned Google T5 on 5,000+ inputs and utilized Stable Diffusion.

Tech Stack

React NativeDjangoZustandNLPGoogle T5Stable Diffusion
NLPSocialAIReact

Ethosphere

Dynamic web application leveraging NLP to facilitate meaningful discussions among like-minded individuals. Implemented Redux for state management, JWT authentication, and BERT word embeddings for enhanced recommendation accuracy.

Tech Stack

ReactReduxDjangoBERTJWTNLP
Computer VisionReactMachine LearningAward

PortHole

machine learning-powered navigation web app featuring pothole detection using trained YOLO v5 model. Developed seamless ReactJS UI with real-time updates and advanced pooling techniques. Won 1st place in Smart India hackathon.

Tech Stack

ReactReduxDjangoYOLO v5Computer Vision
AIEmergencyBackendAward

AidWiser

Comprehensive infrastructure connecting emergencies to responses using AI. Led team of 3 developing custom NLP pipeline with bidirectional LSTM, integrated External APIs, and implemented optimized ambulance assignment algorithm. Won 2nd place in Smart City hackathon.

Tech Stack

DjangoLSTMNLPML ClassifiersExternal APIs
ResearchPublicationsIEEEAI

IEEE Research Publications

Published Research on AI-based pothole detection and ML-powered smart parking systems. Co-authored papers at IEEE International Conference on Approaches in Technology for Social Innovation (IATMSI) and IEEE 20th India Council International Conference (INDICON).

Tech Stack

Machine LearningComputer VisionResearchIEEE
E-commerceFull-stackAWSPostgreSQL

dogsNshows - E-commerce Website

Designed and single-handedly developed a full-stack e-commerce website. Led end-to-end development including branding, UI/UX, cart functionality, order management, payment gateways, and CMS. Implemented database on PostgreSQL and RDS on AWS.

Tech Stack

ReactDjangoPostgreSQLAWS RDSPayment GatewayCMS