👋 Hi, my name is Aninda Ghosh

💻Projects

Streamjacking Detector: Cryptocurrency Scam Detection on YouTube

Streamjacking Detector: Cryptocurrency Scam Detection on YouTube

NYU Tandon School of Engineering - Trust & Safety Engineering

Machine learning-based detection system for identifying hijacked YouTube livestreams promoting cryptocurrency scams. Analyzes video metadata, channel information, and live chat pat...

Performance Metrics
precision:62.2%
specificity:95.5%
dataset Size:358
inference Latency:< 1 second
Key Features
  • Automated detection of hijacked livestreams
  • Multi-feature analysis (metadata, channel stats, chat patterns)
  • Binary classification with multiple ML models
  • Real-time detection with sub-second latency
  • Comprehensive evaluation with confusion matrices and performance metrics
PythonYouTube Data API v3scikit-learnPandasMatplotlibSeabornNLTKRegular Expressions
CareVault

CareVault

A secure healthcare management platform for patients and caregivers to organize medical documents, schedule appointments, and track medications. Features an AI assistant for queryi...

FlaskSupabasePostgreSQLRAGFlowReactDocker
AI-Powered Vulnerability Detector

AI-Powered Vulnerability Detector

Built a cloud-based web app that scans Python-based GitHub repos for security vulnerabilities using Bandit and LLaMA 3B. The tool provides CWE-tagged issues with AI-generated fix s...

FlaskSupabaseAWSBanditLLaMA 3BReact
RoomScout - Student Housing Platform

RoomScout - Student Housing Platform

End-to-end web app for international students to find verified housing near NYC schools. Features property listings, advanced filters, student verification, and GPT-powered amenity...

ReactDjangoPostgreSQLOpenAI APIFigmaJestPytestLocust
Fine-Tuned Retrieval-Augmented Generation (RAG) System

Fine-Tuned Retrieval-Augmented Generation (RAG) System

Built a performant document QA agent using LangChain, Qdrant, OpenAI, and FAISS. Improved BLEU to 0.87 and reduced latency by 25%.

PythonLangChainOpenAIQdrantFAISS
PC Makr - India's First PC Component Aggregator

PC Makr - India's First PC Component Aggregator

Aggregated 5000+ products across e-commerce sites. Attracted 4000 users. Deployed 80% accurate recommendation system.

ReactFlaskPostgreSQLPython