Product Manager bridging business operations and technical execution at DontPayFull. I design multimodal AI workflows, data extraction, and automations that remove manual work from content operations, working hands-on with SQL, prompt engineering, and Python proof-of-concepts. I own features end-to-end, from POC to production, and the 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
Product Manager at DontPayFull
Own end-to-end delivery of AI features from POC to production, working daily with engineering and content teams. Architected and implemented complex AI workflows and chained prompt systems that automate ~70% of the manual offer creation process. Build automated validation workflows that minimize manual errors by 60% through rule enforcement with automated escalation. Design and maintain Grafana dashboards tracking 10+ product and operational KPIs, now the shared source of truth across teams. Lead Agile delivery cycles, accelerating time-to-market by 40% while maintaining consistent, high-quality deliverables. Manage and prioritize the product backlog, creating detailed Jira tickets with well-defined technical acceptance criteria that facilitate efficient sprint planning. Conduct thorough QA on implemented features to validate requirements, coordinating rapid feedback loops with engineering.
Feb 2022 — Dec 2023
Operations Specialist at DontPayFull
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, ensuring team alignment with business goals and process standards. Administered monthly payment workflows with rigorous accuracy, guaranteeing timely compensation for collaborators. Developed comprehensive training materials, SOPs, and documentation to maintain team consistency and quality. Served as the primary contact for technical and operational issues, delivering swift resolutions to sustain productivity. Produced monthly OKR-aligned reports to track team performance, throughput, and process efficiency. Conducted thorough QA testing of internal web applications and data pipelines, identifying critical bugs and enhancements before release. Delivered detailed feature handovers, training sessions, and documentation to facilitate adoption and reduce operational friction. Partnered with development teams to propose, test, and refine platform improvements.
Oct 2018 — Feb 2022
Affiliate Marketing Manager at DontPayFull
Managed strategic partnerships with major affiliate networks and e-commerce platforms, optimizing collaboration workflows that drove substantial 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.