Current Projects

Active experiments and prototypes in various stages of development

🎤

AI Homework Helper

In Progress

Intelligent learning assistant designed for children, combining voice recognition and text-based interaction to provide educational support across multiple subjects.

Problem

Parents struggle to help with homework across diverse subjects. Kids need immediate, patient assistance that adapts to their learning style.

Solution Approach

Building a conversational AI that explains concepts in age-appropriate language, provides step-by-step guidance, and encourages critical thinking rather than just providing answers.

Key Features

• Voice-based interaction for younger learners
• Multi-subject support (Math, Science, Language Arts)
• Adaptive difficulty based on student responses
• Progress tracking and parent insights
• Safe, child-friendly content filtering
React Firebase OpenAI API Web Speech API Tailwind CSS
🧠

Smart Learning Assistant

Prototype

Personalized learning companion that creates custom study plans, generates practice questions, and provides instant feedback on student work.

Problem

Traditional learning platforms use one-size-fits-all approaches. Students need personalized attention that adapts to their unique learning pace and style.

Solution Approach

AI-powered platform that analyzes student performance, identifies knowledge gaps, and dynamically adjusts content difficulty and teaching approach.

Key Features

• Personalized learning paths
• Auto-generated practice questions
• Real-time feedback on assignments
• Visual progress dashboards
• Gamification elements
Next.js TypeScript Supabase LangChain Chart.js
💬

Chat-Based Product Assistant

Concept

eCommerce chatbot that helps customers find products through natural conversation, understanding intent and preferences rather than just keyword matching.

Problem

Traditional eCommerce search relies on exact keywords. Customers often don't know precise product names or struggle to describe what they're looking for.

Solution Approach

Conversational AI that understands natural language queries, asks clarifying questions, and provides personalized product recommendations based on customer needs.

React Shopify Storefront API GPT-4 Vector Database Redis

Future Explorations

Ideas and concepts on the horizon

✨ AI-powered inventory prediction for eCommerce
✨ Voice-controlled shopping experiences
✨ Intelligent product description generator
✨ Customer sentiment analysis dashboard
✨ Automated A/B test hypothesis generation