Projects

A comprehensive self-education journey into financial market mechanics, triggered by the GameStop phenomenon, covering everything from settlement processes to market psychology.

Full-stack ride-sharing platform connecting Singapore-Malaysia commuters with real users and measurable impact.

Deep web crawler extracting cryptocurrency project data with BFS algorithm and PDF parsing.

Sophisticated AI-driven social media automation with spreadsheet interface and multi-model support.

Multi-platform AI content system with OpenAI/Anthropic integration for crypto projects.

An open source AI-based slide validator designed for conference organizers.

A bot to log in at midnight to book a table and check in to secure it before office hours.

A bot to automatically post to multiple social media platforms, including X and Telegram, with data retrieved from Google Sheets via Google API.

AI-powered Telegram bot using LLAMA for real-time translation between English and Vietnamese in family chats.

A bot to retrieve Twitter IDs of crypto projects, check if DMs are open, and send personalized messages, tracking all results.

A bot to generate and send emails to potential addresses by cycling through common permutations of a target email.

In-depth due diligence and analysis of a cleaning services business acquisition opportunity. Through site visits and stakeholder interviews, I uncovered the operational realities, financial complexities, and partnership dynamics that ultimately led to the decision not to proceed with the purchase.

A bot to scrape and analyze new business listings for sale, filtering out potential good deals.

Blockchain bot analyzing NFT rarity patterns to identify undervalued assets with instant Telegram alerts.

A Telegram chatbot that provides staff with instant access to Standard Operating Procedures (SOPs) for the shop.

Explored building an AI-powered tax compliance solution, discovering the challenges of market fit between SMBs and MNCs, and the critical importance of domain expertise in regulated industries.

A bot to track and retrieve daily prices of products on Carousell, sorting and filtering to find the best deals.

Real-time automation bot handling competitive midnight bookings and scheduled check-ins for library seats.

AI-powered chatbot using OpenAI for intelligent customer service automation on e-commerce platform.

A script to automate messaging shops, inquiring about their interest in using a customer service chatbot.

A sophisticated bot designed to exploit price differences in cryptocurrency exchanges across different countries, such as Korea and Indonesia, to generate profit through arbitrage.