Our Projects

Projects

Discover active open-source initiatives in the Y-SoC program. Join an Ongoing project, explore tech stacks, and start shipping real impact.

Secure Federated Fraud Detection for Retail

A privacy-first, real-time fraud detection platform using federated learning and encrypted model sharing. Local models detect fraud on-device while encrypted updates improve a global model via a lightweight PocketBase backend.

React.jsFlaskTensorFlowDifferential PrivacyFlower

Circular Fashion

An AI-driven platform helping fashion designers choose sustainable materials with smart recommendations, eco-impact scoring, material management, and blockchain transparency.

AISustainabilityBlockchainMaterial ScienceTypeScript

NeuroShield – Parkinson’s Gait Analysis

AI tool that analyzes patient gait from video to aid Parkinson’s monitoring using YOLOv8 pose estimation and stride feature analysis.

PythonStreamlitYOLOv8OpenCVNumPy

DockWidgets

Transparent, functional widgets that live beside your macOS dock: FlipClock, Weather, and Music controls — useful at-a-glance info without clutter.

macOSDesktopProductivityClockWeather

Synapse – AI Powered Cognitive Retraining Platform

Adaptive, home-based cognitive training for children with ADHD, Autism, and Learning Disabilities using EEG neurofeedback, multimodal AI, and gamification.

AIEEGNeurofeedbackGamificationHealthcare

AI-Road Hazard Analyzer (RoadGuard AI)

Real-time computer vision system that detects and classifies road hazards (potholes, debris, flooding, animals) with high accuracy and speed.

Computer VisionYOLOv8OpenCVStreamlitPython

Amazon Product Optimizer – AI SEO & Media Enhancer

Cloud-native SaaS for Amazon sellers that analyzes listings, benchmarks competitors, and generates SEO-optimized titles, bullets, and descriptions while enhancing images and creating short videos.

AWSCognitoBedrockLambdaAPI Gateway

Gesture-Controlled Smart Food Ordering System

Touchless ordering via webcam-based hand gesture recognition. Browse menus, add to cart, and confirm payment using simple thumbs-up/down and swipe gestures.

PythonOpenCVMediaPipeTkinterPillow

Fall Detection and Emergency Alert System

YOLO-based fall detection from video that triggers alerts if a person remains fallen for 10+ seconds. Streamlit app with annotated output and demo dashboards.

PythonUltralytics YOLOOpenCVStreamlitNumPy

DermaScan – AI Skin & Beauty Analysis

Next.js app that analyzes skin and facial features using Google Gemini, provides beauty scores, and generates personalized skincare routines with a premium-tier UX.

Next.jsTypeScriptTailwindshadcn/uiFramer Motion

Trailblazer – AI-Powered Mind Map Search Engine

Search engine that visualizes results as an interactive mind map with AI-driven topic suggestions, relationships, and real-time updates.

JavaScriptHTMLCSSOpenAIMind Map

MemoriQ – Offline, Privacy‑First Memory Assistance

Android app that helps people with memory loss using fully offline, on‑device AI for note recall, reminiscence, and personalized quizzes. No cloud or logins required.

ExpoReact NativeTypeScriptSQLitellama.cpp

Mutate‑X – Genomic Variant Impact Analyzer (Evo2)

Full‑stack platform that predicts pathogenicity of DNA variants in seconds using Evo2 genomic LLM, with ClinVar comparison, confidence scoring, and PDF reports.

Next.jsTailwindshadcn/uiTypeScriptFastAPI

MutualChain – DeFi Insurance Pool with AI Risk Assessment

Peer‑to‑peer insurance protocol using AI for risk scoring, smart contracts for automated claims, and ZK proofs for privacy; built for affordable, transparent coverage.

Next.jsTypeScriptTailwindWagmiRainbowKit

Agent Orchestra – Multimodal AI Agents for Personalized Learning

A multi‑agent learning platform that orchestrates specialized AI agents (curriculum, content, assessment, tutoring, feedback, progress) with real‑time adaptation and a seven‑layer architecture.

AgentsPersonalized LearningMultimodalReactTypeScript

Coral AI Wallet Assistant – Solana Web3 Copilot

AI-powered assistant for Solana that answers wallet questions, analyzes transactions/NFTs, and surfaces staking insights with a clean dashboard UI.

SolanaWeb3ViteTypeScriptReact

HerShield – AI‑Powered Guardian for Women’s Safety

Streamlit app for women’s safety with live map, emergency SMS via Twilio, AI assistant, text‑to‑speech guidance, and dataset‑driven insights.

PythonStreamlitFoliumTwilioOpenAI

Wildfire Risk Prediction System

Web app that estimates real‑time wildfire risk for U.S. locations using environmental features, with map input, automatic data fetching, and color‑coded risk levels.

PythonFlaskRandom Forestscikit-learnpandas

Twin Aluminai — College Alumni Networking Platform

Open‑source platform connecting alumni, students, and faculty with profiles, community feed, job board, mentorship, and events — built for scalable campus networks.

ReactChakra UINode.jsExpressMongoDB

SpeakEZ – Giving Voice to the Voiceless

Mobile‑first, accessible communication app with Text‑to‑Speech, intelligent suggestions, favorites, and contextual phrase buttons for non‑verbal users.

Next.jsReactTypeScriptTailwindAccessibility

RetailBrain AI – Intelligent Commerce Platform

Multi‑context shopping and operations assistant with emotional commerce, predictive inventory, autonomous supply chain, crisis resilience, and unified analytics.

TypeScriptViteReactAgentsSupply Chain

Ideagen Studio — AI Film Production Suite

Fully integrated, cloud-powered production studio with AI-generated scenes, lifelike voiceovers, and in-browser video merging—designed for directors who want cinematic quality without leaving the browser.

ReactTypeScriptTailwindViteFFmpeg.wasm

Spooktrunt — Haunted Architectural Intelligence

Unified architectural playground where haunted creativity meets engineering rigor. Design floating cities, cursed cathedrals, and surreal structures while AI keeps them structurally grounded.

ReactTypeScriptViteThree.jsAR

AuraFarmer – AURA Telegram Bot with Groq AI

AI-powered Telegram bot that leverages Groq's fast inference for intelligent analysis and automation, with database migrations and containerized deployment.

JavaScriptNode.jsTelegram BotGroqAI

ChoreoRockstar – AI That Feels the Dance

Revolutionary AI-powered dance analysis platform featuring AI-Lex, an empathetic AI dance mentor that evaluates technique, emotion, musicality, and artistic presence. Combines multimodal AI, voice synthesis, and cinematic UI to transform every performance into a personalized artistic dialogue.

AIDanceGoogle GeminiCerebrasElevenLabs

FutureMind Pro – Scientifically Accurate Future Prediction App

AI-powered prediction platform combining psychological science, behavioral analytics, and voice analysis to make scientifically accurate predictions about career, health, relationships, and personal growth — not fortune-telling, but science-backed human prediction.

AIPsychologyBehavioral AnalyticsVoice AnalysisGoogle Cloud

NeuraPath – Discover Your Authentic Career Path

Neuroscience-driven, AI-powered career guidance platform that analyzes cognitive strengths, personality traits, and bias influences to help users discover authentic career paths. Features 3D cognitive mapping, bias filtering, and personalized portfolio generation.

AICareer GuidanceNeuroscienceReactTypeScript

NeuroFinance – Your Brain Meets Your Budget

First neuro-emotional AI assistant that monitors users in real-time to prevent impulsive financial losses. Uses Emotional Confidence Score (ECS) combining facial cues, typing patterns, and behavioral signals to intercept risky transactions during cognitive vulnerability.

AIFinTechBehavioral CybersecurityPythonTensorFlow

SRG – Smart Recycling Guide

A Flutter mobile application that helps users identify recyclable materials and provides guidance on proper recycling practices to promote environmental sustainability.

FlutterDartMobileiOSAndroid

NeuroGuard – Biosignal API and Consent Ledger

FastAPI backend for NeuroGuard system that reads biosignal data (EEG), processes it via simulated AI analysis, and handles immutable consent logging using a blockchain-based smart contract ledger.

PythonFastAPISolidityBlockchainEEG

Full-Stack Buddy – AI-Powered Code Generator

AI-powered development assistant that instantly generates Frontend, Backend, or Full-Stack solutions from a single prompt, helping developers prototype faster and streamline workflows.

ReactTypeScriptNode.jsExpressGemini

Neuronattar – Multi-Source Sleep & Wellness Intelligence

Advanced sleep and wellness tracking platform using multi-source data inputs, Fivetran ETL pipelines, Elastic Graph Database, and Gemini AI to provide comprehensive health insights through a 7-tab dashboard.

PythonJupyter NotebookFivetranElasticsearchGraph Database

BioSynapse Cloud – The Living Intelligence of Earth

Self-evolving AWS-based multi-intelligence ecosystem that learns from planetary data and human cognition, creating a living intelligence network for comprehensive environmental and biological insights.

AWSMachine LearningAIMulti-IntelligenceEcosystem

DreamGuardian – Sleep & Wellness for Seniors

Sleep and wellness app for seniors that collects sleep data, analyzes it using AI, and displays actionable insights for both seniors and caregivers using TiDB Cloud and Chat2Query API for automated SQL generation.

ReactTypeScriptTiDB CloudChat2QueryAI

InfoStream – Real-Time News Aggregator

React-based application that aggregates and displays real-time news from various sources, providing users with up-to-date information across customizable categories with a user-friendly interface.

ReactTypeScriptNewsReal-TimeData Aggregation

AIEditor – AI-Powered Text Editor

React-based text editor enhanced with AI capabilities to assist users in writing and editing content more efficiently with grammar suggestions, style improvements, and real-time collaboration features.

ReactTypeScriptAIText EditorNatural Language Processing

SkillSync-AI – AI-Powered Peer Learning Platform

Platform that connects learners with peers for collaborative learning experiences, leveraging AI to match users based on skills, interests, and learning goals for effective skill development.

AIPeer LearningEducationMatching AlgorithmCollaboration

SafePath – Location-Aware Safety Navigation

Mapping application designed to help users navigate safely by providing real-time information about route safety conditions, integrating with local law enforcement data for incident reports and alerts.

React NativeTypeScriptMapsNavigationSafety

Rimo – Remote Monitoring System

System designed for remote monitoring of various environments, providing real-time data and alerts to users through customizable alert settings and support for multiple sensor integrations.

ReactTypeScriptIoTRemote MonitoringSensors

Plantologist – AI Plant Care Assistant

Application that assists users in caring for their plants by providing personalized care schedules, reminders for watering and fertilizing, and optimal care recommendations based on plant species and local weather data.

ReactTypeScriptAIPlant CareWeather Integration