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Kate Ueda

Full-stack developer with a focus on AI strategy and product ideation. I find the gap between a real-world problem and what language models can do, and build what closes it.

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Projects

VOC AI Demo

Voice-of-customer analysis tool that surfaces themes and sentiment from customer feedback using LLMs, turning unstructured text into structured insight.

AI NLP React LLM
AI Email Agent

Autonomous email agent that reads, categorises, and drafts contextually appropriate replies to reduce response time for high-volume inboxes.

Agents LLM Python Automation
RouteNav

Single-page GPS navigation app for custom Google My Maps routes. Load a KML or GPX file and get live turn-by-turn voice directions. No API key required.

JavaScript Leaflet.js GPS Web Speech API
Hospital Admissions Analysis

Data analysis of hospital admissions patterns to identify predictors of extended stays and readmission risk, with the goal of enabling earlier intervention planning.

Python pandas Data Science Healthcare

About

I'm a developer drawn to the places where language models meet real product problems. My background spans full-stack development, AI strategy, and data analysis. I'm most interested in the gap between what language models can do and what people actually need.

I also have a growing interest in contributing to psychology research through the intersection of technology, research, and advocacy.

When I'm not in front of a keyboard, I'm probably outside.


Contact

Have a project in mind or just want to say hi? Fill out the form and I'll get back to you.