AC215 E115 Group Project

AC215 E115 Group Project

Production-ready machine learning application focusing on Large Language Models (LLMs). Implements MLOps workflows with Docker containerization, GCP/AWS infrastructure, and Kubernetes scaling. Features include data pipeline construction, multi-GPU training, model optimization, and deployment using Cloud Run and Vertex AI.

PythonTensorFlowPyTorchDockerKubernetesGCPAWSLangChain
Portfolio Site Generator

Portfolio Site Generator

A static site generator built with Node.js for creating professional portfolio websites. Features YAML-based content management, automated build processes, responsive design, and easy deployment to GitHub Pages.

Node.jsJavaScriptYAMLHTML5CSS3GitHub Pages
Enterprise Document QA Solution (Oct 24)

Enterprise Document QA Solution (Oct 24)

Enterprise-grade document question-answer system using advanced NLP techniques. Enables intelligent document search, semantic understanding, and accurate answer extraction from large document repositories.

PythonNLPMachine LearningDocument ProcessingSemantic Search
Practicum Registration System

Practicum Registration System

Web application for managing practicum course registrations. Features student enrollment, course management, scheduling, and administrative tools for educational institutions.

Web DevelopmentDatabase ManagementUser AuthenticationForm Handling
Rice Market AI System (Kiwi)

Rice Market AI System (Kiwi)

AI-powered frontend application for rice market analysis and predictions. Built with React, providing real-time market data visualization, price forecasting, and trading insights for the agricultural commodity market.

ReactJavaScriptAI/ML IntegrationData VisualizationAPI Integration
Task Management System (Kangaroo)

Task Management System (Kangaroo)

Full-stack task management application built with Node.js. Features project organization, task assignment, progress tracking, team collaboration, and real-time updates for efficient project management.

Node.jsExpress.jsMongoDBREST APIReal-time Updates
Rails Dream App (Knifejaw)

Rails Dream App (Knifejaw)

Ruby on Rails web application demonstrating full-stack development capabilities. Features MVC architecture, database integration, user authentication, and RESTful API design following Rails best practices.

Ruby on RailsPostgreSQLMVC ArchitectureRESTful APIActive Record
Enterprise Document QA Solution (Oct 23)

Enterprise Document QA Solution (Oct 23)

Production version of enterprise document question-answer system. Implements advanced NLP and machine learning for intelligent document processing, semantic search, and automated answer generation.

PythonNLPMachine LearningEnterprise ArchitectureCloud Deployment
Scalable Hackathon Platform

Scalable Hackathon Platform

Web platform built for the Dreamers in Tech Hackathon. Focused on Creating Access To Working Opportunities track, featuring scalable architecture, user management, and project showcase capabilities.

Scalable ArchitectureWeb DevelopmentCloud InfrastructureUser Management
Open-Meteo Weather App

Open-Meteo Weather App

A modern weather application built with JavaScript that provides real-time weather information using the Open-Meteo API. Features location-based weather detection, clean UI design, and detailed weather metrics without requiring API keys.

JavaScriptHTML5CSS3Open-Meteo APIGeolocation APIResponsive Design
Vietnamese Drivers License Quiz

Vietnamese Drivers License Quiz

An interactive quiz application designed to help users prepare for the Vietnamese driving license exam. Features multiple-choice questions, progress tracking, immediate feedback, and a comprehensive question bank covering traffic rules and regulations specific to Vietnam.

JavaScriptHTML5CSS3Local StorageResponsive Design
NYC Taxi KPI Dashboard

NYC Taxi KPI Dashboard

Full-stack Node.js dashboard for visualizing NYC Taxi KPIs from Spark batch data pipeline. Features real-time KPI display with Chart.js, Parquet file integration for Gold layer data, Docker containerization with multi-stage builds, and Railway deployment. Implements Factory, Dependency Injection, and Middleware patterns from Node.js Design Patterns 4th Edition.

Node.jsExpress.jsEJSChart.jsParquet.jsDockerRailwayDesign Patterns