About Sakai
Japanese
Native or bilingual
Experience
- Fuji Nextera LabAI EngineerJanuary 2022 - May 2023 (1 year and 4 months)• • Improved speech-to-text + NLP pipeline accuracy by reducing error rate from 18% to 7% through preprocessing and normalization design• • Designed hybrid LLM + rule-based summarization system (RAG), reducing summary error rate from 12.9% to 4.7%• • Optimized large-scale audio processing system, reducing processing time by 34.8% using GCP Pub/Sub and Cloud Run• • Reduced misclassification rate by 32% by redesigning intent detection using hybrid ML + rule-based architecture• • Improved FAQ generation consistency and reduced operational workload by 21.7% via structured data preprocessing pipelines
- JIFITFull Stack EngineerJanuary 2020 - January 2022 (2 years)• • Increased email engagement rate from 30% to 62% through behavior-based optimization using Python and data analysis• • Eliminated booking conflicts by designing transactional reservation system, reducing admin workload by 27%• • Built scalable backend and UI improvements using Laravel, FastAPI, and Next.js
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Education
- Database Specialist2024Database Specialist
- JDLA Deep Learning2025JDLA Deep Learning