AI Product Engineer

Specializing in Applied Agentic Edge AI and Hybrid Edge‑Cloud AI.
My work centers on AI integration and inference, rather than model training.

Let's connect on LinkedIn
  • LocationBucharest, Romania · Remote
  • LanguagesEnglish · Proficient
    Romanian · Native
  • EducationMSc in Management Information Systems and BSc in Business Informatics

Product R&D

Built a product-focused AI intellectual property portfolio, being first inventor on 10 patents and co-inventor on 2.

Software Engineering

Primary contributor to multiple on-device Small Language Model (SLM) and Automatic Speech Recognition (ASR) services used in Dell's AI PC platform.

Agile Methodologies

PSPO II and PSM II certified, with 5 years of experience working across Scrum and Kanban teams and 3 years of cross-functional collaboration as a developer.

Experience

AI Product Engineer, Agentic Edge AI and Hybrid AI

Dell TechnologiesMay 2024 - Present · 1 yr 11 mosLocation: Bucharest, Romania · Remote

I spend one‑third of my time leading a 35‑initiative Applied AI Intellectual Property (IP) portfolio focused on Agentic, Edge and Hybrid Edge‑Cloud AI, owning its strategy, prioritization, and lifecycle as an R&D product. Key responsibilities include:

  • Initiating and developing AI product concepts that can create competitive advantage, support legal defense, or generate revenue, working with a core team of 4 repeat inventors and multiple legal specialists.
  • Driving the patent development process from opportunity discovery through iterative refinement, business‑case development, technical design and prototyping (e.g. Visio).
  • Defining portfolio, patent, and product strategies by identifying underserved technological whitespace and novel positioning opportunities, aligning with the company's technology strategy and discontinuing IP initiatives when necessary.
  • Applying Kanban-based product ownership principles to prioritize the IP backlog and manage flow across patent R&D stages, estimating key metrics including current value, unrealized value, time to market, and innovation potential.
  • Creating detailed technical architectures that enable independent execution by engineering teams.

Notable outcomes

  • Building this from 0-to-1, refining my understanding of disruptive strategy along the way.
  • 12 USPTO patent filings (10 as first inventor, 2 as co‑inventor) and 8 internally recognized inventions.

Collectively, this work reflects applied product R&D in a Fortune 500 engineering environment.

AI StrategyProduct StrategyProduct InnovationProduct DevelopmentTechnical ArchitectureArtificial IntelligenceProduct ManagementDesign Thinking

AI Software Engineer, On-device Conversational AI Services

Dell TechnologiesMay 2024 - Present · 1 yr 11 mosLocation: Bucharest, Romania · Remote

I spend two‑thirds of my time as a core contributor to six on-device Small Language Model (SLM) and three Automatic Speech Recognition (ASR) services in Dell's AI PC platform, which was featured as a flagship AI initiative at CES, GTC, and DTW. This work serves as a foundational capability for multiple Agentic Edge AI and Hybrid Edge‑Cloud AI initiatives. Key responsibilities include designing and implementing on-device AI inference pipelines for open-source ONNX models, enabling efficient execution across heterogeneous CPU, GPU, and NPU hardware.

Notable outcomes

  • Two services were 0-to-1 developments that established the foundation for future initiatives.
  • Several became either the only Dell solutions in their hardware class or the most performant at time of delivery.
  • These efforts directly supported Dell's partnerships with two leading AI hardware vendors.

This work has enabled me to design and deliver production-grade AI solutions.

.NETAI IntegrationEdge AIAgentic AIConversational AISpeech RecognitionONNXEdge ComputingHybrid Edge‑Cloud

Software Engineer, Web Services

Dell TechnologiesAug 2021 - May 2024 · 2 yrs 10 mosBucharest, Romania · Remote

Built a strong foundation in .NET Web API development, GitLab CI/CD, testing, and observability. Progressed to delivering multiple microservices end-to-end, onboarding seven engineers into product teams, and collaborating with engineers and stakeholders across eight service teams.

.NETMicroservicesSQLCI/CDCoaching & MentoringCloud Computing

IT Recruiter and Human Resources Member

SiSC - Sindicatul Studenților din CiberneticăNov 2018 - Oct 2021 · 3 yrsLocation: Bucharest, Romania · Hybrid

Contributed to 15 educational projects helping students develop technical and soft skills and transition into IT roles.

Technical RecruitingCoaching & Mentoring