Minato Sato
Sr. SWE (Embedded AI) at Sony
Yokohama, Japan
Summary
👤
Senior🎓
Top SchoolMinato Sato is a Senior Software Engineer specializing in Embedded AI with 12 years of experience building production-ready machine learning systems for consumer electronics and internet services. At Sony he develops subject-recognition and object-tracking algorithms for mirrorless cameras, pairing algorithm design with hardware driver work and field testing to close the loop between lab models and real-world performance. He also consults and freelances on recommendation systems, RAG for LLMs, and speech-driven conversational systems, bringing both hands-on engineering and product-focused advising to clients. Earlier roles in real-time user targeting and large-scale AV over IP projects reflect a strong background in systems-level engineering and data-driven optimization. Based in Yokohama and holding a master's in computer science, he combines academic rigor with practical deployment experience and an uncommon knack for translating user interviews into measurable model improvements.
12 years of coding experience
2 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at 電気通信大学
Github Skills (22)
sony10
angle10
regression9
nlp7
factorization6
matrix-factorization6
collaborative-filtering6
natural-language-processing6
machine-learning6
pytorch6
deep-learning5
cython4
translation4
word-embeddings4
theano4
Programming languages (2)
Github contributions (5)
minatosato/Lasso
Jan 2016 - Jan 2021
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
Contributions:15 commits, 4 PRs, 21 pushes in 5 years 1 month
regressiondescentanglelassocoordinate
satopirka/CharSCNN-theano
Dec 2015 - Nov 2017
Contributions:11 commits, 13 pushes, 1 branch in 1 year 11 months
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