Murilo Bellatini
Ai Platform Engineer (Technical Product Lead) @BMW Group
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WORK HISTORY
Ai Platform Engineer (Technical Product Lead) @BMW Group
Munich, DE
Senior technical product lead for core platform components within the BMW Group AI Assistant, an internal enterprise AI platform. Role spans roadmap ownership, backlog shaping, stakeholder alignment, and hands-on system design close to release.• Shaped mission, scope, and delivery plans for AI platform sub-products, translating feasibility constraints into prioritized backlog items and realistic increments• Drove prioritization by recommending descoping, re-planning, and sequencing based on effort, delivery risk, and system readiness• Acted as primary interface across engineering, DevOps, QA, UX, and Product Owners on tradeoffs, dependencies, and delivery commitments• Led system design for LLM prompt versioning, tooling, and agent and automation integration patterns• Established evaluation and release practices, including acceptance criteria, quality checks, regression coverage, and risk signals for go or no-go decisions• Made and documented latency, quality, and cost tradeoffs to support clear product and delivery decisions• Partnered with QA and Product Owners to assess release risk, approve acceptance declarations, and block releases when quality thresholds were not metKey result: Co-led an MVP to production in under 6 months, coordinating global teams and external providers, defining QA and DevOps strategy, and supporting governance approvals while maintaining stable, frequent integrations.
EDUCATION
Escola Politécnica da USP
MBA, Products & Services
Universidade Estadual de Campinas
Bachelor of Engineering - BE, Mechanical Engineering
University of Stuttgart
Exchange Program, Mechanical Engineering
Technical University of Munich
Master of Science - MS, Robotics & Artificial Intelligence
Tera
Bootcamp of Data Science and Machine Learning for Business
ABOUT MURILO BELLATINI
Technical Product Lead for enterprise AI platforms with 15+ years across engineering, data, and product. I deliver AI systems that ship, scale, and get used.At BMW, I lead core components of the Group AI Assistant, shaping roadmap, scope, and delivery by translating technical constraints into clear product decisions. My work is hands-on in system design when it matters, especially close to release.My impact typically shows up in:• Defining “done” via acceptance criteria and quality gates• Making explicit tradeoffs on latency, cost, and reliability• Building workflows teams actually follow, from planning to deliveryI scale execution by shaping the operating model around people’s strengths and constraints. Because of that, dependencies shrink, ownership moves early, and OKR outcomes stay predictable as priorities shift.Core skills• Product strategy and roadmap ownership• AI/ML platform development and LLM integration• Cross-functional leadership and stakeholder alignment• Backlog prioritisation and acceptance criteria• Release readiness, QA practices, and risk management• Data pipelines and cloud platforms (AWS, GCP), prompt versioning• Agile and Lean methodologies
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