CATEGORY & TECH STACK:
Conversational AIFull-Stack (Node.js/ Express & React.js/Vite)React JsJavaScriptMultimodal RetrievalAPI DesignTailwind CSSTransformers.jsExpress.jsNode.js
AI Image Gallery with Semantic Search using CLIP (On-Device)
A full-stack AI application that enables semantic image search, automated tagging, and conversational image discovery using an on-device CLIP model, React frontend, and Node.js backend.
CATEGORY & TECH STACK:
AI / Generative AI SystemsConversational AICloud DeploymentLLM-as-a-JudgeOpen Source LLMChromaDBLangChainAPI DesignChatbot UX
ECommerceChatbot – AI‑Driven Conversational Assistant for Online Shopping
A full‑stack AI chatbot prototype that enhances e‑commerce user engagement by answering FAQs and product‑specific queries using semantic retrieval and language model generation, with support for product database lookup.
CATEGORY & TECH STACK:
Natural Language ProcessingAI / Generative AI SystemsAI‑Powered Video Q&AVideo Transcript AnalysisLLM IntegrationYouTube APIVector SearchFAISSLangChainPython
RAGTube – YouTube Video Intelligence with Retrieval‑Augmented Generation
An AI‑assisted YouTube video query system enabling natural‑language question answering and summarization from video transcripts using RAG, vector search, and real‑time UI interaction.
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CATEGORY & TECH STACK:
Natural Language ProcessingRAGAI‑Powered Research ToolsPrompt EngineeringLLMLangChainLangGraphPGVectorPythonOpen Source LLMRAG (Retrieval‑Augmented Generation)
PropWise – Real Estate Research Assistant with Retrieval‑Augmented Generation
End‑to‑end AI assistant that transforms online real estate news and article URLs into concise, cited insights to support data‑driven decision making for analysts and property professionals.
CATEGORY & TECH STACK:
Computer VisionDeep LearningQuality AutomationTransfer LearningPythonPyTorchResNet50OptunaImage Classification
FreshHarvest Logistic – Stale vs. Fresh Fruit Classification
Deep learning proof of concept for automated fresh versus stale fruit classification to support logistics and cold storage quality assurance, delivering high‑accuracy model performance using transfer learning and hyperparameter optimization.
CATEGORY & TECH STACK:
Deep LearningComputer VisionMLOps & Model DeploymentClassificationTransfer LearningResNet50PythonPyTorch
Car Damage Detection using Convolutional Neural Networks (CNN)
Proof of concept for automated car exterior damage classification using deep learning, integrating a CNN model within a Streamlit interface and FastAPI backend for scalable prediction workflows.
CATEGORY & TECH STACK:
FinanceMachine Learning ApplicationsConfusion matrix and ROC curvesLogistic RegressionRandom ForestPandasClassificationRisk Analytics
Credit Risk Modeling System for NBFC (Non-Banking Financial Company)
A credit risk classification system for NBFC portfolios that predicts loan defaults using engineered features, model comparison, and robust evaluation metrics.
CATEGORY & TECH STACK:
Data Engineering & AnalyticsMachine Learning ApplicationsPandasRegressionA/B TestingInsuranceFeature EngineeringETLData VisualizationPydanticFastAPI
Health Insurance Cost Prediction & Analysis System
A data-driven regression system that predicts health insurance costs using feature engineering and scalable ML modeling, delivered with an interactive ReactJs interface.
CATEGORY & TECH STACK:
Data AnalysisFull-Stack Web ApplicationsSQLitePytestScalabilityFastAPIReact JsPython
Expense Management System
A full-stack expense tracking platform with secure authentication, real-time analytics, and AI-powered financial insights, designed for scalable personal and small-business finance management.