Catalin Caldararu

AI Product Owner who can build and ship what he specs

Primary inventor on 22 Applied AI patent applications

Edge AI • Hybrid AI • Agentic AI

I am a Technical AI Product Owner who can build and ship what he specs.

I focus on the development of innovative Applied AI products spanning Edge AI, Hybrid AI, and Agentic AI.

I am the primary inventor on 22 Applied AI patent applications, a record that made me an Innovation Lead and the top inventor at Dell's Romania site.

My hands-on work is in Applied AI rather than ML model training. I personally built and shipped the core Hybrid AI services that are referenced in my patent applications.

I am a constant learner, striving to embed collaborative innovation and learning into the software delivery lifecycle so that the products and teams I work with don't just ship, they grow and remain relevant in changing markets.

Top Skills

AI Product Ownership & Delivery

PSPO II and PSM II certified, driving Applied AI development in Scrum teams and research in Kanban teams.

Product Innovation

Experienced in Innovation Management. Highly skilled at decomposing existing products, extending them using Systematic Inventive Thinking (SIT) and Design Thinking principles.

Full Stack AI Software Development

Full-stack experience from .NET microservices, React front-ends, and CI/CD pipelines to edge AI services (SLM, ASR) across multiple silicon platforms, plus cloud AI agents built with the OpenAI SDK.

Disruptive Innovation Practitioner

  • Applied AI

  • Edge & Hybrid AI

  • Agentic AI

  • Software & Automation

Experience

AI Product Owner, Applied AI

Self-employedJun 2026 - Present · 2 mosBucharest, Romania · Remote

I advise executives on AI product strategy and build AI tooling for market research and monitoring.

Applied AIAI AgentsProduct ManagementProduct Strategy

AI Product Owner, Hybrid AI Patent Portfolio (Product R&D)

Dell Technologies, ContractJun 2026 - Present · 2 mosBucharest, Romania

A short inventorship contract for my remaining Dell work, driving my Applied AI patent portfolio until the final 13 applications are filed.

Applied AIAI AgentsProduct InnovationProduct Strategy

AI Product Owner, Hybrid AI Patent Portfolio (Product R&D)

Dell Technologies, Full-timeMay 2024 - May 2026 · 2 yrs 1 moBucharest, Romania

This was half of a product engineering role. The other half was hands-on AI development on a commercial Hybrid AI platform. As part of it, I led a newly formed Product Innovation workstream, initiating and growing a 35-item Applied AI patent application portfolio focused on protecting a Hybrid AI platform and its integrations across the company's current and future applications: 22 applications filed, 13 in development. I owned and managed the portfolio and its invention backlog as an R&D product, where the outcomes were patent applications designed to generate revenue and sustain the company's AI hardware offerings through software.

  • Originated the portfolio as first-named inventor on all 22 filed applications, working remotely with 10 co-inventors and multiple attorneys to develop and protect novel product concepts.
  • Incrementally secured $1M in Product R&D funding, becoming an Innovation Lead and the top inventor at Dell's Romania site.
  • Authored PRDs for 35 differentiated AI product concepts spanning Security, Privacy, Resilience, Efficiency, Accessibility, Personalization, Digital Wellness, Automation, and Agent-Native SDLC.
  • Defined the solution architecture for all 22 applications, enabling independent engineering or spec-driven AI execution.
  • Demonstrated that my patents weren't just ideas. I personally built and shipped the core Hybrid AI services that are referenced in my patent applications.
  • Applied systematic inventive thinking (SIT) to generate patentable product concepts and propose future states for 8 existing products.
  • Defined sustaining or disruptive innovation strategies for the products represented in my patents and presented them to stakeholders.
  • Prioritized, refined, and dropped ideas from the invention backlog based on current value, unrealized value, and time to market.
Applied AIAI AgentsProduct ManagementInnovation ManagementProduct InnovationProduct StrategyProduct Research

AI Product Engineer, Hybrid AI

Dell Technologies, Full-timeMay 2024 - May 2026 · 2 yrs 1 moBucharest, Romania

This was half of a product engineering role, the other half was owning and driving a Product R&D backlog. As part of it, I developed core conversational services (SLM and ASR) that power a commercial, user-facing Hybrid AI platform featured at CES. This has involved significant research and zero to one development.

  • Developed AI services end-to-end on 2 of the 4 silicon targets (AMD, Qualcomm, NVIDIA, Intel) and contributed to services for the other 2. My services ship to all Dell AI PC customers across both enterprise and consumer environments.
  • Delivered foundational components that enable internal teams and customers to build Hybrid and Agentic Edge AI applications across heterogenous hardware and AI PC fleets.
  • Created, refined, and assigned user stories to the development team while contributing significantly to the implementation.
  • Represented the development team in discussions with senior leaders and external partners, negotiated scope, tracked the team's progress against goals, and proactively removed blockers.
AI InferencingEdge ComputingONNXEdge AIOpenAI APIHybrid AIGenerative AISmall Language Models (SLMs)Speech Recognition

Software Engineer

Dell Technologies, Full-timeMar 2023 - Apr 2024 · 1 yr 2 mosBucharest, Romania

Worked as both developer and Scrum Master for a 5-person feature team in the same scaled modernization program spanning 10+ teams.

  • Removed blockers and refined stories together with the Product Owner. This included 3 modules that were assigned to me and new developers.
  • Onboarded 5 developers with various levels of experience, enabling the team to take on more work.
  • Collaborated directly with customers (internal stakeholders) and supported cross-team UAT/E2E defect triage on rotation.
Web DevelopmentCloud ComputingAgile Application DevelopmentCI/CDSQL

Junior Software Engineer

Dell Technologies, Full-timeAug 2021 - Feb 2023 · 1 yr 7 mosBucharest, Romania

Contributed to a multi-year modernization program that replaced several legacy applications with one unified, greenfield enterprise platform. As part of it, I built .NET microservices, front-ends (React, Blazor, WPF), and GitLab CI/CD pipelines in collaboration with 8 other teams.

Web DevelopmentCloud ComputingDesktop DevelopmentCI/CDSQL

Education

  • Harvard Business School Online

    Certificate of Specialization, Entrepreneurship & Innovation

    Apr 2026 – Jul 2026

    A 16-week, 100-hour online specialization program spanning Disruptive Strategy, Transforming Customer Experiences, Design Thinking and Innovation.

    Skills:StrategyDesign ThinkingProduct ResearchProduct InnovationInnovation Management

  • Faculty of Economic Cybernetics, Statistics and Computer Science, ASE Bucharest

    Master's degree, IT Solutions for Business & Project Management

    Sep 2021 – Jul 2023

    Skills:Project ManagementProduct DevelopmentAgile Application DevelopmentData-driven Decision Making

  • Faculty of Economic Cybernetics, Statistics and Computer Science, ASE Bucharest

    Bachelor's degree, Computer Science for Business

    Oct 2018 – Jul 2021

    Skills:Web DevelopmentDesktop DevelopmentMobile Application Development

Certifications

  • Professional Scrum Product Owner II (PSPO II)Issued by scrum.orgShow credential

    Skills:Product ManagementScrum

  • Professional Scrum Master II (PSM II)Issued by scrum.orgShow credential

    Skills:Agile Application DevelopmentScrum

  • Google Project Management CertificateIssued by Google & CourseraShow credential

    Skills:Project ManagementAgile Application Development

  • Enterprise Design Thinking Co-CreatorIssued by IBMShow credential

    Skills:Design ThinkingProduct Innovation

  • EDX IT Project Management CertificateIssued by the University of Washington & EDXShow credential

    Skills:Project ManagementAgile Application Development