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Manish Kumar

Driving Product Success through Data Insights | Product Owner Skilled in Python & Machine Learning

Bengaluru

16+ years of work experience

Oct 201511 yrs 2 mosPresent

Perk.com
Oct 20131 yr 11 mosAug 2015

Bengaluru Area, India

Appsaholic web app new feature development, optimization and web site UI.
Feb 20121 yr 8 mosSep 2013

India

Developer
Capillary Technologies
Jun 20101 yr 11 mosApr 2012

Developer

Manish’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
cursor
cursor
github copilot
github copilot
hugging face
hugging face
langchain
langchain

Education

Liverpool John Moores University

Msc, Data Science

Liverpool John Moores University

20191 yr2020
International Institute of Information Technology Bangalore

PG Deploma in Data Analytics(PGDDA), Machine learning, Big data, Data Analytics

International Institute of Information Technology Bangalore

20171 yr2018

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Headline

Driving Product Success through Data Insights | Product Owner Skilled in Python & Machine Learning

About

15+ years of IT experience with a strong focus on AI-driven product development across industrial and digital domains. ● Leading a 13-member cross-functional team managing four distinct AI/ML-based products. ● Proven track record as a Product Owner, driving product vision, strategy, and execution in complex enterprise environments. ● Successfully managed product roadmaps, capacity and load planning, and project budgets across multiple concurrent products. ● Over 6 years of experience practicing Scaled Agile Framework (SAFe) as a Product Owner, with deep expertise in Agile processes including backlog grooming, PI planning, and PI coordination. ● Strong understanding of the full lifecycle of machine learning projects, with hands-on experience in Azure Cloud, microservices architecture, and system integration. ● Familiar with SCADA and PLC systems, with practical experience integrating OT data sources and protocols within industrial automation environments. ● Basic understanding of Industrial IoT (IIoT), Predictive Maintenance, and Asset Performance Management concepts. ● Solid grasp of cybersecurity fundamentals, ensuring compliance with security standards throughout product development and release cycles. ● Championed feature grooming and quality documentation, capturing both functional and non-functional requirements, wireframes, user journeys, and acceptance criteria. ● Collaborated with UX teams to develop wireframes and user journeys, and conducted stakeholder interviews to validate requirements and product direction. ● Collaborated with cross-functional teams to manage interdependencies across domains, resulting in cohesive and synchronized delivery roadmaps aligned with business outcomes.

Location

Bengaluru

AI stack

anthropic apis

claude code

cursor

github copilot

hugging face

langchain

Work experience

Product Owner at Siemens gamesa renewal energy pvt Ltd, Oct 2015 - Present · 11 yrs 2 mos

Software Engineer at Perk.com, Oct 2013 - Aug 2015 · 1 yr 11 mos, Bengaluru Area, India, Appsaholic web app new feature development, optimization and web site UI.

Technical Engineer at KenApps, Feb 2012 - Sep 2013 · 1 yr 8 mos, India, Developer

Member Of Technical Staff at Capillary Technologies, Jun 2010 - Apr 2012 · 1 yr 11 mos, Developer

Education

Msc, Data Science, Liverpool John Moores University

PG Deploma in Data Analytics(PGDDA), Machine learning, Big data, Data Analytics, International Institute of Information Technology Bangalore

Manish Kumar - Product Owner in Bengaluru | Tal