AI & FULL-STACK

Full-stack Online social platform with AI content generation

• Posts
• Comments
• Semantic Search with RAG
• Liking
• Following
• Profile Management
• User Auth
• AI Content Generation
• AWS S3 Image & Video Management

React | Redux | Python | JavaScript | Flask | SQLAlchemy | AWS S3 | PostgreSQL | Pinecone | LLMs | CSS

AI & FULL-STACK

A platform enabling semantic search and AI responses with source citations, allowing efficient session management.

• Chat (AI RAG)
• Chat Sessions
• Source Citation
• File Attachment & Management (AWS S3)
• Caching
• Rate Limiting
• Upcoming: User Management

Next.js | TypeScript | Python | Flask | MongoDB | AWS S3 | OpenAI | Pinecone | Upstash | Redis | Docker | Tailwind CSS | Framer Motion | Shadcn

AI & FULL-STACK

LLM Evaluation Platform with Hybrid Search Architecture

• Generate LLM Responses (RAG / LLM integration)
• Evaluate LLM Response Quality (Cosine Similarity/ Exact Match/ LLM-driven Evaluation)
• LLM Accuracy Calculation Algorithm
• Hybrid Search (Dense Vector Search/ Metadata Filtering/ Result Reranking)
• OpenAI Function Calling for Structured Output
• Data Management with MongoDB
• Data Validation with Zod

Next.js | TypeScript | Python | Flask | MongoDB | LLMs | Pinecone | Zod | Tailwind CSS | Framer Motion

AI & FULL-STACK

Full-stack AI-powered Inventory Management System that allows users to take pictures of product labels and update inventory instantly (Camera/Vision Model)

• Image Capturing & Upload
• OCR - Object Character Recognition
• Automated Inventory Update & Management
• Inventory Data Visualization

NextJS | Firebase | TypeScript | OPENAI GPT Vision | Vercel CI/CD | React Camera Pro | Material UI

AI & FULL-STACK

AI text-to-image platform. Users can generate images with text prompts. The AI image generation model is hosted on serverless GPUs (Modal) and ensure low latency for a smooth user experience.

• Chat for Text-To-Image Generation
• View Image Generation History
• View Chat History
• User Authentication w/ Clerk

Modal, StableDiffusion, Python, Next.js, TypeScript, and Tailwind CSS.

AI & FULL-STACK

AI-powered Construction Document Management platform that allows users manage project files through conversations (speaking/listening). Currently under development

• AI Responses in Audio & Text Format: Text-to-Speech
• Voice recording & Processing: Speech-To-Text
• Semantic Search (RAG)
• AWS File Management

Natural Language Processing | NextJS | TypeScript | Python | Fast API | AWS | Hugging Face | Pinecone | Google Gemini

AI & FULL-STACK

This AI system allows Users to submit a codebase url and answer questions based on user queries and the provided codebase.

• RAG on Github Codebase That Allows Semantic Search

Python, Flask, Next.js, TypeScipt, Framer-motion, Langchain, HuggingFaceEmbeddings, Groq, Llama3, GPT4, Pinecone

AI & FULL-STACK

This AI system scrapes linked webpage using puppeteer and get instant response to user queries with Redis caching and rate limiting.

• Web Scraping with Puppeteer
• AI Response Generation w/ RAG
• Chat History Management

Next.js | TypesScript | Redis | Upstash | Groq | Puppeteer | Tailwind CSS

AI & FULL-STACK

A system that can find relevant stocks based on natural language queries from the user

• Ask Questions About Stocks in Natural Human Language
• AI Response Generation (RAG)

Next.js | TypesScript | Python | Flask | Pinecone | OpenAI api | Tailwind CSS

AI & FULL-STACK

This AI system reviews code changes in Pull Requests and provides feedback on the code quality and style.

• Automatically Reviewing Pull Requests When Submitted
• Generate AI Feedback about PR

Python | JavaScript | Ngrok | Github API | Webhook | Groq

ML

This project trained machine learning models to predict customer churn for a bank. The process focused on model inference, and using feature engineering, SMOTE, and Ensembling to improve prediction accuracy for identifying churners.

• Streamlit Frontend: Visualize Customer Churn Possibility
• Model Training on Multiple ML Models

Python | Pandas | Scikit-learn | Logistic Regression | XGBoost | Decision Tree | Random Forest | Naive Bayes | K-Nearest Neighbors | Support Vector Machine, Streamlit

ML

This project trained machine learning models to classify brain tumors.

• Streamlit Frontend: Visualize Brain Imaging Records
• Model Training on Multiple ML Models

Python | Pandas | Numpy | Matplotlib | Seaborn | Scikit-learn | TensorFlow | Keras | Convolutional Neural Networks (CNNs)

AI & FULL-STACK

AI-powered Rate My Professor Platform

• Recommend Professors w/ AI per User Requests (RAG)
• Web Scraping on User Submitted Professor Rating Links
• Automatically Update Database with Scraped Data

NextJS | TypeScript | Pinecone | OpenAI | Sentiment Analysis | Playwright Web Scraping

AI & FULL-STACK

Full-stack SaaS AI-powered Flashcard Creation Platform

• AI-generated Flaskcards based on User Submitted Topics
• Flashcard Generation History
• Stripe Paywall
• User Auth w/ Clerk

NextJS | TypeScript | Clerk | Stripe | OpenAI | Firebase

AI & FULL-STACK

Full-stack AI-powered sales transcript note-taking and file management system

• Note Taking on Sales Transcripts
• AI-generated Summary of Transcript Content & Comments

AWS DynamoDB | AWS Lambda | AWS API Gateway | AWS S3 | NextJS | OpenAI

FULL-STACK

Full-stack E-Commerce Platform.

• Search
• Product Listing/Selling
• Product Review
• Product Favorate
• Product Tags
• User Auth
• Shopping Cart/Checkout

React | Redux | Python | JavaScript | Flask | SQLAlchemy | CSS | PostgreSQL | Figma

AI & FULL-STACK

Full-stack AI-powered Goal Management App

• Create and Manage Goals
• AI-generated Due-Today Goal List
• AI-generated Motivational Messages

OpenAI | NextJS | JavaScript | MongoDB | Python | Flask | Vercel CI/CD | Tailwind CSS

AI & FULL-STACK

Full-stack AI Chat-Image-Video Platform

• AI Video Generation
• AI Audio Generatio
• AI Image Generation
• AI Text Content Generation

NextJS | TypeScript | OpenAI API | Clerk | Tailwind CSS

AI & FULL-STACK

Full-stack Saas AI Photo-Processing Application

• AI Image processing (e.g. Background Removal | Magic Fill)
• Clerk User Auth
• Stripe Paywall

NextJS | TypeScript | MongoDB | Mongoose | Stripe | Clerk | CloudinaryAI | OpenAI

FULL-STACK

This is a full-stack real-time chat application

• Clerk Auth w/ Webhooks
• Messenging
• File Attachment

Convex | Nextjs | TypeScript | Clerk | Webhook | Shadcn | Tailwind CSS

AI & FULL-STACK

Full-stack AI-powered Chat Assistant

• Ask Questions in Natural Human Language
• AI Response w/ Milti-Language Support

Retrieval-Augmented Generation (RAG) | Pinecone | LLMs - Claude, LLama, OpenAI | AWS Bedrock | AWS EC2 | NextJS | TypeScript | Python | Flask

UI / FRONTEND

Frontend Design for an Online Designer Fashion Store

• UI Design for an E-commerce store

JavaScript DOM | Express | HTML | CSS | Bootstrap | MailChimp API

FULL-STACK

A Full-stack MeetUp Clone Project

• Create and Manage Social Groups
• Create and Manage Events
• User Auth

React | Redux/Redux-thunk | HTML 5 | CSS | Javascript | Nodejs/Express |Sequelize ORM | PostgreSQL

FULL-STACK

A Video Streaming Website

• Find Videos By Categories
• View Videos

React | JavaScript | RapidAPI | Material UI