Shuuji M.

Experience

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  Sony

  Sept 2015 - Oct 2015

  R&D Internship

  A study of UX Evaluation method from `human biometric information` (Heart Rate, Gaze) and `operation log` while using Software

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  FreakOut, Inc. (株式会社フリークアウト)

  Apr 2017 - Mar 2021

  Data Mining Engineer

  1. Improvement algorithms using machine learning and control theory for "Demand Side Platform" (ref. https://github.com/wnzhang/rtb-papers#demand-side-platform-dsp-techniques)I has experienced in almost all processes for algorithm improvement.(Analysis, Research, Experiment, Development, Testing, Operation)2. Also I has experienced in Improvement of infrastructure for the above algorithm improvement and data processing(e.g. on-premise -> AWS migration of a large-scale distributed processing platform using Apache Spark)3. Management of the above projects[In Japanese]1. 広告主向け配信プラットフォームの機械学習や制御理論などを用いたアルゴリズム改善全般(分析, 調査, 検証, 開発, テスト, 運用)2. 上記アルゴリズム改善やデータ処理のための基盤改善(Apache Spark を用いた大規模分散処理基盤のon-premise -> AWS移行など)3. 上記プロジェクトのマネジメント Show less

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  Ubie 株式会社

  Apr 2021 - Jul 2024

  1. Managed the System and Data Platform Team, comprising approximately 20 members, and oversaw all aspects of engineering management tasks, including: - Mentoring and coaching team members to foster professional growth and improve team dynamics. - Formulating team strategy and ensuring alignment with higher-level organizational goals and collaboration with subordinate teams. - Coordinating assignments across organizations to optimize workflow and resource utilization. - Aligning with stakeholders to ensure project objectives meet business needs and expectations.2. Designed and implemented a feedback and goal alignment system within the Product Platform Business Unit, enhancing team collaboration and goal congruency.3. Led the development of hiring and organizational strategies for collaboration with part-time and freelance engineers, tailored to the development organization's scale. Ensured effective coordination with management departments, streamlining communication and project integration. Show less

  • Senior Engineering Manager

    Apr 2023 - Jul 2024

  • Staff Engineer

    Apr 2022 - Mar 2023

  • Senior Software Engineer

    Apr 2021 - Mar 2022
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  Freelance (Self employed)

  Aug 2024 - Nov 2024

  Software Engineer, Consultant

  Partnered with C-level and engineering leaders at startups to align data initiatives with business goals. Led data and ML engineering strategies, provided implementation guidance, and supported engineering-organization development.

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  株式会社エス・エム・エス

  Dec 2024 - now

  Engineering Manager

  Enabling business outcomes through engineering leadership for a vertical SaaS platform that serves 50,000+ long-term care and disability-welfare service providers.**Current focus**- Collaborate with the PO to define and refine the product roadmap, keeping technical strategy aligned with business goals- Facilitate cross-functional teams and decision forums- Contribute to company-wide product-organization hiring and development initiatives- Improve deployment and QA workflows for faster, more reliable releases- Support process, structure, and practice design for a major product renewal- Coach and support across the engineering team while managing a blended in-house/contract workforce Show less