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Profile | The Baby Data
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Profile

Career summary
AI Strategy & Innovation Executive | 15 Years Experience
| Enterprise Transformation
Senior leader with 15 years turning AI strategy into measurable
business outcomes across global manufacturing, sustainability, finance,
and commercial domains. Built and scaled AI functions from zero to
enterprise in two global organizations, delivered 15+ production AI
products, and upskilled 1,500+ employees across functions. Known for
bridging executive vision and technical execution — securing board-level
buy-in, building commercial roadmaps, and driving P&L impact through
AI at scale.
Key domains: Industrial AI · GenAI & LLMOps · AI
Governance & Responsible AI · Product Commercialization · AI
Literacy at Scale · Executive Stakeholder Engagement · Innovation
Portfolio Management
Core Strengths
| Enterprise AI Strategy & Roadmaps |
P&L-aligned AI Portfolio Management |
Cross-functional Team Leadership (up to 25) |
| Innovation Research & Incubation |
AI Product Commercialization |
AI Upskilling Programs (1,500+ employees) |
| Responsible AI & Governance |
Market Positioning & Business Cases |
Talent Development & Mentoring |
| Change Management at Scale |
AI-to-EBITDA Translation |
Executive Stakeholder Engagement |

Professional Experience
Director of Research & Innovation | Associate Partner
Company INSUS AG —
Industrial Sustainable Solutions Location Switzerland / Romania
(Remote) Start Sept 2025 - End Present
Strategic innovation lead for an AI consultancy serving
energy-intensive industries (cement, chemicals, steel, utilities). Own
the end-to-end AI innovation portfolio from market insight to
product-market fit and commercial scale.
- Own the AI innovation strategy and portfolio, aligning investments,
roadmaps, and resources with INSUS’s growth objectives and client demand
in energy-intensive industries.
- Define and validate new AI business lines end-to-end — from market
insight and positioning to product-market fit and scale — ensuring clear
P&L impact and long-term value creation.
- Lead cross-functional teams and senior stakeholders to prioritize
initiatives, establish governance frameworks, and translate AI strategy
into executable roadmaps and measurable business outcomes.
- Engage client C-suites to translate complex industrial challenges
into AI-driven solutions with quantified ROI, acting as a trusted
strategic advisor.
- Position INSUS as a thought leader in industrial AI through
strategic partnerships, external forums, and innovation content.
AI & ML Manager for Strategic Portfolios
Company Holcim (CIO
Office — Strategic Portfolios) Location 100% Remote Start Feb 2023 - End Aug 2025
Led the enterprise AI function for Holcim’s global CIO Office,
managing a team of up to 25 internal and external AI and data
professionals across multiple business lines.
- Delivered 15+ enterprise AI products across cement, ready-mix,
aggregates, HR, L&D, sustainability, and commercial business lines —
from ideation to production.
- Upskilled 1,500+ Holcim employees globally through the AI & ML
Accelerator program, AI for Business (middle management education), and
AI literacy initiatives for subsidiaries.
- Acted as AI Product Manager for solutions transitioning from MVP to
enterprise-grade products, ensuring stakeholder alignment, business
adoption, and post-launch impact tracking.
- Member of the AI Tech Board — a global committee of AI
representatives that drove strategic alignment, knowledge sharing, and
AI governance across Holcim’s worldwide business units.
- Secured executive sponsorship and funding for new GenAI and ML
initiatives, managing full business case lifecycles from ideation
through board approval and budget allocation.
- Embedded Responsible AI principles and governance frameworks across
the portfolio, ensuring ethical, explainable, and auditable AI
deployment at scale.
- Represented Holcim at key industry events and external AI forums as
the company’s AI strategy and thought leadership ambassador.
Senior MLOps Strategy Lead | MLOps Engineer
Company EDV Werke for
Holcim Start Mar 2022 -
End Feb 2023
- Designed and implemented the MLOps strategy for Holcim, accelerating
ML model deployment, reliability, and scalability for predictive
maintenance and industrial use cases.
- Led cross-functional teams to build and optimize production-grade ML
systems, improving time-to-deployment and overall solution quality.
Senior Data Scientist
Company Dell
Technologies Location
Bucharest, Romania Start Sept
2017 - End Mar 2022
- Developed predictive models for Dell Bank in credit risk, analytics,
and process automation using Python and R, introducing new methodologies
and tools including R Markdown and FlexDashboard.
- Represented Dell at DevTalks 2018 and Innovation Rally 2019,
presenting AI/ML best practices to the broader industry.
Earlier Career (2010 - 2017)
- Deutsche Telekom Business Services (2016-2017):
Credit Data Scientist. Led credit analytics workshops and developed ML
proof-of-concepts to support data-driven credit management across
Europe.
- Indeed (2015-2016): EMEA Site Operations Senior
Associate. Built centralized analytics infrastructure supporting EMEA
expansion; drove upskilling in data science across international
teams.
- Symantec (2013-2015): Senior Business Analyst /
Performance Forecasting Analyst. Built analytics and BI solutions
(QlikView, Salesforce, Business Objects) for senior Sales, Operations,
and Customer Service leadership.
- Accenture (2013): Statistical Reporting Analyst
supporting Microsoft Credit Services. Built predictive models and
migrated reporting to BI tools.
- Oracle (2011-2013): Financial Analyst. Automated
compensation processes and led analyst teams.
- Romanian National Police (2010-2011): Fraud
Investigator / Police Officer. Investigated financial crimes and
supported tax evasion cases.

Education
- MSc International Project Management (2011 – 2013)
| Academy of Economic Studies, Bucharest. Dissertation: EU Financing
Application — Applied Project Management (POSDRU / ASIGMA)
- BA Management (2008 – 2011) | Faculty of Economics
and Business Administration, Galați.
- BA Fraud Investigation (2007 – 2010) | Romanian
Police Academy “Al. I. Cuza”, Bucharest (Military University).
- Technical Baccalaureate — Mathematics & Informatics
(2003 – 2007) | National College “Vasile Alecsandri”,
Galați.

Certifications
| 2026 |
Generative AI Leader Certification |
Google |
| 2025 |
Early Career Leadership Program |
Ivey Business School Executive Education |
| 2024 |
ClearML |
ClearML |
| 2023 |
C3.AI Data Science |
C3.AI |
| 2022 |
Certified Associate — Data Science v2.0 |
Dell Technologies |
| 2017 |
PMP Preparation |
CODECS Bucharest |
| 2015 |
Database Management Essentials |
Coursera Course Certificates |
| 2015 |
R Programming |
(John Hopkins - Coursera) Course |
| 2014 |
QlikView Developer 11.2 |
QlikView Course: Dublin, Ireland |
| 2014 |
Information Technology Infrastructure Library -
ITIL |
e-Careers Limited Ireland |
| 2014 |
NICE Systems Designer |
NICE Course: Dublin, Ireland |
| 2013 |
PHP Programmer Fundamentals |
Info Academy: Bucharest, Romania |
| 2012 |
SQL/MySQL Fundamentals |
Info Academy: Bucharest, Romania |
| 2005 |
European Computer Driving License - Complete
(ECDL) |
ECDL European Institute |
| Language |
Cambridge Certificate in Business English (BEC
Higher) |
Qualification awarded by Cambridge University, Uk -
License no. 0035831704 |

Languages
- Romanian: Native
- English: Proficient (Cambridge BEC Higher)