At Scramble Bit, I worked on the backend of GlobalMarket, a multi-vendor e-commerce platform for international trade. I designed relational database schemas and implemented authentication, order-management, and dashboard modules using PHP, Laravel, and MySQL.
I built Ivy solo as a full-stack translation and language-learning app. Its Python backend coordinates Helsinki-NLP models, the Gemini API, and a fine-tuned BERT classifier, with a multi-pass correction pipeline and deterministic fallback.
I’m currently building a match-3 game in Unity and C#, keeping the game rules separate from the presentation layer so they can be unit-tested. I’ve also implemented ML and NLP systems, including a CNN from scratch in NumPy.
