Systems that stay up.

Candlestick AI

Candlestick AI — AI-Powered Trading Analysis Platform. Sep 2024 – Apr 2026. A full-stack AI trading analysis SaaS that analyzes uploaded candlestick chart screenshots and generates AI-powered trade insights.

• Built a full-stack AI trading analysis SaaS platform that analyzes uploaded candlestick chart screenshots and generates AI-powered trade insights.
• Developed the frontend with React, Vite, TypeScript, Tailwind CSS, and Framer Motion, including chart upload flow, pricing/subscription UI, analysis history, real-time result page, and animated trade overlays.
• Designed the backend on Supabase using Auth, PostgreSQL, Storage, Edge Functions, Row-Level Security, and Realtime subscriptions to manage users, chart uploads, subscription status, analysis records, usage limits, and AI-generated JSON responses.

• Built an event-driven workflow: Chart Upload → Supabase Record → Edge Function → n8n Webhook → Python/AWS Processing → AI/Market Analysis → Supabase Update → Realtime UI Result.
• Used n8n as the workflow orchestration layer to connect serverless functions, Python scripts, external trading APIs, AI models, and database updates into one automated analysis pipeline.
• Integrated Python-based processing inside the automation flow for data cleaning, ticker normalization, API response parsing, OHLCV transformation, technical indicator preparation, JSON formatting, and backend logic validation.
• Used AWS services as part of the backend processing layer for scalable cloud execution, secure API handling, and supporting automation workloads connected through n8n workflows.
• Integrated Twelve Data API to fetch OHLCV market data.
• Integrated NewsAPI to pull recent ticker-related news and sentiment context, allowing the AI workflow to combine technical analysis with market catalysts.
• Implemented Stripe API for SaaS billing, subscription status checks, plan-based feature gating, usage limits, and Free/Pro/Pro+ access control.
• Structured AI output as normalized JSON containing trade bias, confidence, reasoning, support/resistance arrays, signals, predicted candles, and animation metadata.

AI Workflow Automation Engine

Backend workflow architecture connecting frontend user actions to AI processing pipelines — serverless functions, webhooks, n8n orchestration, realtime updates, and structured AI outputs.

• Designed server-side dispatch logic using Supabase Edge Functions.
• Connected frontend requests to n8n webhook workflows.
• Structured AI responses into predictable JSON formats for frontend rendering.

• Used realtime database updates to surface analysis status and results.
• Separated fast AI responses from deeper multi-step analysis pipelines.
• Designed scalable architecture for future AI automation use cases.

Uber Clone / Food Delivery System

Full-stack food delivery system where customers browse restaurants, place orders, and interact with a scalable, event-driven backend.

• Built customer and restaurant workflows for food ordering.
• Developed frontend interfaces using React and Redux.
• Built backend services with Node.js and database integrations.

Online Banking System

MERN-stack banking application with user and admin workflows, secure account interactions, state management, system documentation, and deployment planning.

• Built user-side and admin-side banking features.
• Implemented Redux state management for optimized frontend behavior.
• Designed business workflows including account management and admin controls.

Movie Ticket Booking System

Movie ticket booking platform with user accounts, admin management, booking and cancellation workflows, database indexing, and payment processing.

• Built booking, reservation, cancellation, user account, and admin management features.
• Integrated Stripe payment gateway at checkout.
• Used Firebase indexing to improve movie search query latency.

Rope Simulation

2D interactive rope simulation built with vanilla web technologies using Verlet Integration and Newtonian motion concepts.

• Implemented Verlet Integration to simulate rope motion.
• Applied displacement, velocity, acceleration, and constraint physics.
• Built an interactive browser-based simulation with vanilla web tech.

Real Estate Technology Platform

Real estate technology concept centered on MLS/IDX listing data, property search, lead capture, and workflow automation for real estate professionals.

• Designed a property search platform concept using MLS/IDX data.
• Planned lead capture workflows for real estate users.
• Explored listing data integration, property filtering, and automated workflows.