Product Manager with a background in operations, now leading AI-driven product delivery at DontPayFull. I design multimodal AI workflows and automations that remove manual work from content operations, working hands-on with SQL, prompt engineering, and Python AI prototypes. I own features end-to-end, from POC to production, including metrics and observability dashboards post-delivery.
I automate the manual
Built AI prompt systems that replaced 70% of repetitive work
I make data visible
Grafana dashboards, SQL pipelines, real-time KPI tracking
I scale teams globally
Managed 160+ contributors across platforms and time zones
I ship, not just plan
Full ownership from POC to production, no handoffs needed
Work Experience
Dec 2023 — Present
DontPayFull
Product Manager
Own end-to-end delivery of AI features from POC to production, working daily with engineering and content teams. Design complex AI workflows and chained prompt systems that automate ~70% of the manual offer creation process. Build automated validation workflows that minimize errors by 60% through rule enforcement with automated escalation. Design and maintain Grafana dashboards tracking 10+ product and operational KPIs. Lead Agile delivery cycles, accelerating time-to-market by 40%. Manage and prioritize the product backlog, and perform market and competitive analyses to identify differentiation opportunities.
Feb 2022 — Dec 2023
DontPayFull
Operations Specialist
Coordinated a global network of 160+ external content contributors across Upwork and Freelancer, streamlining collaboration to increase output and quality. Led end-to-end recruitment, onboarding, and performance management. Developed training materials, SOPs, and documentation to maintain team consistency. Conducted thorough QA testing of internal web applications and data pipelines, identifying critical bugs before release. Partnered with development teams to propose, test, and refine platform improvements.
Oct 2018 — Feb 2022
DontPayFull
Affiliate Marketing Manager
Managed strategic partnerships with major affiliate networks and e-commerce platforms, optimizing collaboration workflows that drove revenue growth and expanded market reach. Conducted comprehensive QA testing on internal platform features prior to deployment. Partnered with product and development teams to recommend and implement platform enhancements. Generated detailed performance reports and analytics delivering actionable insights that improved affiliate campaign effectiveness.
Skills & Technologies
Data & Technical
AI & Automation
Product & Delivery
Languages
Education & Certifications
Degree
B.Sc., International Relations and European Studies
Communication & Negotiation
Universitatea „Spiru Haret", București
Also: First year completed at Universitatea „Ștefan cel Mare", Suceava
Certifications
Generative AI with Large Language Models
DeepLearning.AI · Feb 2026
Build AI Agents with n8n
LinkedIn · Jan 2026
Generative AI for Product Managers
LinkedIn · Sep 2025
Advanced Prompt Engineering Techniques
LinkedIn · Sep 2025
AI for Product Management
Pendo.io · Sep 2025
Learning Data Analytics: 1 Foundations
LinkedIn · Jul 2025
Product Manager
Skillab · Jul 2024
Leadership 360°
EXEC-EDU · Apr 2024
Foundations of Project Management
Google · Dec 2024
Scrum Certification / Agile Scrum Training
Udemy · Jan 2024
Data Literacy
SalesTrust · Jan 2023
Software Testing Masterclass
Udemy · Jan 2022
Let's connect
Open to new opportunities and collaborations.