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Taku Yamamoto

@takuyamamoto

Senior Software Engineer at Empire Sports & Entertainment, Inc., who modernized ticket data crawling with LLM-powered extraction pipelines.

Japan

Message

At Empire Sports & Entertainment, Inc., I modernized a ticket aggregation platform by introducing LLM-powered extraction pipelines and moving integrations from browser automation to direct APIs. I also developed AI agents to monitor crawler failures and propose fixes.

At Healthy Minds Innovation, I delivered cloud-native healthcare applications and improved API performance and release workflows. Earlier, at ExaWizards Inc., I developed gait-analysis and speech-processing systems for CareWiz Toruto and CareWiz Hanasuto, and contributed reusable ML algorithms to exaBase AI.

Experience

Work history, roles, and key accomplishments

Senior Software Engineer

Empire Sports & Entertainment, Inc.

Dec 2025 - Jul 2026 (7 months)

Led development of a large-scale ticket aggregation marketplace and modernized a microservice-based crawling platform using LLM-powered extraction pipelines, increasing crawl throughput by over 70%.

Python fastAPI Kafka Redis PostgreSQL Docker Kubernetes LLM Claude GPT AI Agents Microservices

Senior AI & Full Stack Engineer

Healthy Minds Innovation

Sep 2024 - Dec 2025 (1 year 3 months)

Led full-stack delivery of cloud-native healthcare applications using Vue.js, Node.js, and TypeScript, reducing lead time for changes by 35% and doubling release frequency.

Vue.Js NodeJS TypeScript SvelteKit REST APIs GraphQL MongoDB PostgreSQL Redux RxJS Tailwind Material UI GitLab CI CD Jenkins Docker Amazon EKS

Machine Learning Engineer

ExaWizards Inc.

Jul 2021 - Jul 2024 (3 years)

Developed and deployed computer vision and NLP models for healthcare applications, including gait analysis for fall-risk prediction and speech-based documentation automation.

Computer Vision NLP Deep Learning MLOps CI CD GPT 4 Generative AI