Catalin Caldararu

Technical AI Product Owner

First-named inventor on 22 AI Product Patent Applications

Hello, I'm an AI Product Owner who can build and ship what I spec.

I sit at the intersection of Full Stack AI engineering, product, delivery, and innovation, with hands-on experience across AI-Native SDLC, Hybrid AI, Agentic AI, .NET, CI/CD, and AI-assisted Next JS.

My depth is in applied GenAI, product, and full-stack delivery. For classical ML, low-level optimization, infrastructure engineering, and UX, I partner with specialists. Partnering with the right co-inventors and teammates is part of how I ship.

As a first-named inventor on 22 AI product patent applications, I embed collaborative innovation into the SDLC, so products don't just ship, they evolve.

I am an advanced Agile practitioner (PSPO II & PSM II certified) who has applied Scrum, Kanban, and Extreme Programming (XP) inside real AI initiatives.

Just as importantly, I empathize with people and have a track record of hunting down blockers. I care deeply about developers and their experience, and I do my best to help us achieve our objectives.

I live the Agile values, but as someone technical and flexible. I'm not the type who only talks about Agile, or who drowns a team in processes just because a book said so.

From time to time I also act as a Trainer, striving to foster a culture of continuous learning, so the people behind the products grow alongside them.

Top Skills

  • Innovation Strategy

  • AI Product Delivery

  • AI Development

Experience

Technical AI Product Owner, Hybrid AI Innovation

Dell Technologies, Full-timeAug 2024 - Jul 2026 · 2 yrsBucharest, Romania · Remote

Project 1: Hybrid AI Product R&D (Backing Dell's Hybrid AI Platform) — AI Product Owner, Kanban team of 8.

Project 2: Hybrid AI Platform — AI Software Developer, Scrum team of 5.

  • Created from zero a VP-sponsored portfolio of 60 software product prototypes. Filed 22 patent applications as first-named inventor, ranking as Dell Romania's most active inventor and among the top 20% of inventors in company history (per public company statistics).
  • Achieved this without a formal innovation mandate or dedicated resources, pitching each invention individually and earning sponsorship through results.
  • Owned the backlog, business cases, PRDs, solution architectures, and a 4-phase R&D roadmap. Won 7 Principal Engineers as voluntary co-inventors, and ran it as a self-managing team.
  • Built prototypes myself. This includes end-to-end Full Stack AI development with .NET/C#, Python, ONNX Runtime GenAI, OpenAI API, CI/CD pipelines, Windows Installers (WiX), and AI-assisted NextJS.
  • Owned and built from zero all 6 OpenAI-compatible conversational AI services (SLM/ASR) across two silicon platforms, running inference on NPUs and GPUs. These commercial, user-facing services power Dell AI PC capabilities featured at CES and DTW.
  • All services achieved customer adoption within months of launch, reaching non-consumers who couldn't use AI on confidential data.
  • Enabled internal teams and customers to add SLM and ASR to their AI apps by pointing existing OpenAI code at a local endpoint, cutting time from PoC to production by ~80%, strengthening data privacy, and eliminating recurring cloud costs.
  • Built the accuracy, latency, and safety test suites (MMLU, WER) that vetted every model behind these APIs.
  • Facilitated the Daily Scrum and weekly design-thinking sessions, resolving cross-team dependencies with external vendors and 5 partner Scrum teams.

(Stats per IDiyas Public Statistics)

Applied AIAI AgentsHybrid Edge AIAgile Application DevelopmentInnovation ManagementProduct Management

Software Developer & Scrum Master

Dell Technologies, Full-timeAug 2023 - Jul 2024 · 1 yrBucharest, Romania · Remote

Project: .NET enterprise web platform — Scrum team of 5, one of 20+ teams in a scaled Scrum digital transformation program.

  • Owned 8 .NET Web APIs, developing them end to end, planning releases with the EM, PO and RTE, and resolving cross-team dependencies and integration defects as point of contact for testing teams and 10 downstream partner Scrum teams.
  • Ensured all deliverables met the program's non-functional requirements (NFRs), while owning the team's CI/CD (GitLab), observability, and defect triage.
  • Facilitated the Daily Scrum, onboarding 7 developers of varying experience levels across the program, and upskilling teammates on our modules and the platform they shipped into.
Web DevelopmentCloud ComputingAgile Application DevelopmentCI/CDSQL

Junior Software Developer

Dell Technologies, Full-timeAug 2021 - Jul 2023 · 2 yrsBucharest, Romania · Remote
Web DevelopmentCloud ComputingAgile Application DevelopmentSQL

Education

  • Harvard Business School Online

    Certificate of Specialization, Entrepreneurship & Innovation

    Apr 2026 - Aug 2026

    A 16-week, 100-hour online specialization program focused on mastering proven frameworks to harness innovation and transform disruptive ideas into viable products and services. Key activities:

    • Discover: User research and disruption theory
    • Define: Problem framing and Jobs to Be Done
    • Design: Structured ideation across product, service, and business models
    • Deliver: Team enablement and MVP prototyping
    • Engage: Behavior-change models
    • Adapt: Evaluation and emergent strategy

    Skills:Innovation ManagementProduct InnovationStrategyDesign Thinking

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

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

    Sep 2021 - Jul 2023

    Skills:Applied AIProject ManagementAgile 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