Marcos Hisashi Napoli Nishioka

Engineering Manager - Data Science @ TRACTIAN 𝗕𝗥

About

Msc. Mechanical Engineer, specialized at product management, currently Sr. Applied Research Scientist at Tractian. Previously responsible for the wind products portfolio of AQTech. Certified CAT IV Vibration Analyst, specialized in diagnostics of rotating machinery, with emphasis in wind turbines. Studies AI models for prognosis and diagnosis of mechanical failures. Passionate about vibration, acoustics and all areas of science surrounding the topics of finance, product development, condition monitoring, data science, music and mechanical design.

Country

Brazil

City

Santa Catarina

Industry

Mechanical Or Industrial Engineering

Skill

Processamento de sinais, Desenvolvimento de algoritmo, Análise de óleo, Eficiência operacional, Planejamento de manutenção, Manutenção preditiva, Análise de causa raiz (RCA), Experiência do usuário (UX), Análise de negócios, Product Management, Teste A/B, Gestão de stakeholders, Product Discovery, Product Economic Fit, Release Planning, Product Market Fit, Metodologias ágeis no desenvolvimento de aplicações, Product Culture, Strategic Roadmap, Backlog Priorization

Experience

Engineering Manager - Data Science

TRACTIAN 𝗕𝗥

2025-12 - Present · 10 mos

Sr. Applied Research Scientist

TRACTIAN 𝗕𝗥

2025-10 - 2026-2 · 5 mos

Data Product Manager

TRACTIAN 𝗕𝗥

2024-10 - 2025-10 · 1 yr 1 mo

Head of Wind Products

AQTech Power Prognostics

2021-6 - 2024-10 · 3 yrs 5 mos

Florianópolis, Santa Catarina, Brasil

- "Co-Founder" of the OneBreeze platform; - Feature specification for all the wind market product line; - Actively listening to customer feedback in order to improve the OneBreeze platform, responsible for monitoring over one thousand turbines; - Managing technologies aimed at detecting anomalies on wind turbines and how to fit them in the companies applications;

Mechanical Engineer / Vibration Analyst

AQTech Power Prognostics

2019-1 - 2022-7 · 3 yrs 7 mos

Florianópolis Area, Brazil

- Vibration analysis of rotating machines; - Development of solutions on diagnostics and prognostics of wind turbines, using vibration and SCADA; - Responsible for the diagnostics of mechanical failures on wind turbines; - Development of encasing for condition monitoring acquisition systems, and their mechanical layout; - Studies on rotating machines' condition monitoring international standards;

Engineering Intern

AQTech Power Prognostics

2018-7 - 2019-1 · 7 mos

Florianópolis

- Development of solutions on diagnostics and prognostics of wind turbines; - Development of enclosures for condition monitoring acquisition systems, and their mechanical layout; - Studies on rotating machines' condition monitoring international standards;

Projects consultant

i9 Consultoria

2016-7 - 2017-12 · 1 yr 6 mos

Florianópolis Area, Brazil

- Development of a bed that could measure the mechanical loads of a person laying over it. - Development of a gas separator that worked through adsorption.

Intern

WIER - Geradores de Ozônio

2017-6 - 2017-11 · 6 mos

Florianópolis Area, Brazil

- Development of a gas separator through adsorption and pneumatic circuits; - Development of an ozone destroying gadget.

Intern

Laboratório de Engenharia Biomecânica - LEBm-HU/UFSC

2015-5 - 2017-5 · 2 yrs 1 mo

Florianópolis Area, Brazil

- Execution and reporting of mechanical tests on biomechanical prosthetic components and implants; - Calibration, validation and fixation of extensometers on hip-prosthetic's; - Project and design of accessories for mechanical testing machines; - Research on 3D Printing for Maxilo implants.