Bachelor of Science

I was involved in the development of AI-driven production environments and in-house ML tools, helping to bridge the gap between research and real-world deployment. I designed and developed a scalable web platform and backend services to enable machine learning engineers and researchers to efficiently train, evaluate, and deploy deep learning models. I built a robust data pipeline for processing and validating large datasets, ensuring reliability and performance throughout the entire training and inference workflow. I also implemented a model serving infrastructure, exposing deep learning models through APIs optimized for real-time and batch inference use cases. Furthermore, I worked closely with research teams to improve the production deployment of experimental models, system scalability, monitoring, and deployment automation. My focus was on building reliable and maintainable systems that translate cutting-edge AI research into actionable user applications.

ソフトウェアエンジニア

Lenoo Tech is a product-focused software company providing AI-driven web platforms and data solutions across the healthcare and enterprise sectors. We specialize in modern full-stack architectures, cloud deployments, and intelligent knowledge management systems. • Led the design and development of a chronicle management platform using React (Next.js) and Django, supporting over 50,000 chronicle records and more than 1,000 active users with real-time visualization and structured search. • Designed scalable RESTful and asynchronous APIs using the Django REST Framework, handling over 100,000 data ingestion events per month with sub-second response times. • Integrated LLM-based functionality (semantic search, summarization, contextual recommendations, and automated data extraction), reducing manual documentation effort by approximately 40%. • Implemented a RAG-based workflow with embedding and vector search, improving knowledge search accuracy across the entire chronicle dataset by over 30

Senior Software Engineer

Know about Takeshi Kato's work experience, education, bootcamps, certifications, and much more. Takeshi Kato