My work
Product and growth leader with 10+ years of experience scaling products across AI, cloud infrastructure, developer tooling, sandbox environments, edtech, security, SaaS, gaming, and marketplace companies ranging from early-stage startups to global scaleups. Proven track record driving product-led growth, monetization, experimentation, and AI product initiatives at companies including GitLab, CodeSandbox, Colossyan, and eDreams ODIGEO.
Experienced leading cross-functional initiatives spanning product, engineering, data, growth, GTM, and AI research teams. Built and scaled products from 0→1 through multi-million-user growth stages, introduced monetization systems, established experimentation cultures, and helped companies expand product-market fit, secure funding, and achieve acquisition outcomes.
Solo founder
Probes
Jan 2025 - Present
Building an AI-powered competitor intelligence platform focused on automated market and product analysis.
Product Lead
Cantina.security
Apr 2025 - Present
Leading product initiatives for a security platform focused on AI-powered security tooling.
- Leading product strategy, discovery, and GTM for a new AI-native security product focused on security operations.
- Driving 0→1 product development in close collaboration with engineering, sales, marketing, and customers.
- Establishing early market positioning and go-to-market strategy for enterprise adoption.
- Secured strategic design partners and enterprise relationships with companies including Coinbase, Uniswap, and Polymarket.
Advisor
CodeAnywhere
Dec 2024 - May 2025
Codeanywhere is a cross-platform cloud integrated development environment.
- Advised the leadership team on growth strategy, experimentation, and analytics.
- Optimized user journeys and activation funnels through product experimentation and behavioral insights.
- Supported product decision-making with data and retention analysis.
Senior Product Manager, Growth and Collaboration
Colossyan
Apr 2024 - Apr 2025
Colossyan is a cloud-based AI video generation platform that transforms text into professional-quality videos using realistic AI avatars.
- Owned the self-serve revenue stream, collaboration features, and enterprise initiatives.
- Within the first two months, reduced churn by 30% and reversed a negative MRR trend, achieving 5% MoM MRR growth through product improvements and experiments, ultimately reaching $1.1M ARR.
- Collaborated closely with the AI research team to lead the development and launch of Colossyan's next-generation AI avatars and several key features, contributing to the generation of a $4.4M sales pipeline.
Product Manager
CodeSandbox
Apr 2021 - Mar 2024
CodeSandbox is a cloud-based development platform that enables developers to create, share, and collaborate on web applications directly from the browser. The company was acquired by Together AI in 2024.
- Led product growth initiatives contributing to scaling the platform from 700K to 3M users.
- Expanded product-market fit through growth loops, onboarding improvements, and self-serve optimization.
- Scaled the Cloud Development Platform product from 0 to 45K weekly active users and helped scale the underlying infrastructure to support thousands of concurrent sandbox environments.
- Led product initiatives around AI-assisted coding, cloud reviews, infrastructure, and developer collaboration workflows.
- Introduced a usage-based monetization model aligned with platform scalability.
- Owned company-wide product analytics, experimentation, reporting infrastructure, and growth intelligence systems.
- Established product operating processes across product, engineering, and GTM teams.
- Served as Product Manager for Sandpack and contributed to open-source ecosystem strategy.
Advisor
Xeropan
Jun 2020 - Dec 2021
Xeropan is a gamified language learning application developed in Hungary, designed to make language learning engaging and enjoyable through interactive lessons, games, and real-life scenarios.
- Collaborated closely with founders and investors on MRR reporting, growth forecasting, and business performance analysis.
- Built investor-facing reporting and acquisition analytics systems to improve visibility into revenue growth and marketing efficiency.
- Established an experimentation culture and A/B testing platform, enabling the organization to run 4–6 experiments per month.
- Led monetization strategy improvements that increased trial-to-paid conversion by 20%.
- Contributed to product and growth initiatives that supported Xeropan's €2.3M Series A fundraising round in November 2020.
Head of Product Analytics
eDreams Odigeo
Apr 2019 - Mar 2021
eDreams ODIGEO is the world's leading travel subscription platform and one of the largest e-commerce businesses in Europe.
- Led a 6-person analytics organization supporting product, growth, and marketing initiatives.
- Built and optimized growth loops impacting more than 6M monthly travelers.
- Led initiatives re-engaging over 2M dormant users.
- Rolled out a new digital analytics platform supporting product and business decision-making across teams.
- Supported optimization of approximately €12M annual acquisition spend through analytics and attribution systems.
- Led the development of the analytics infrastructure built on Kubernetes and Helm.
- Partnered closely with product, growth, marketing, and executive leadership teams.
Product Manager, Growth
GitLab Inc.
Oct 2018 - Mar 2019
GitLab is a DevOps platform for managing the full software development lifecycle in a single application. Focused on establishing growth product capabilities for GitLab's SaaS platform.
- Helped establish foundational growth product practices and experimentation systems.
- Improved SaaS sign-up conversion by 13%.
- Redesigned onboarding and activation journeys resulting in a 21% activation uplift.
- Led initiatives around telemetry, analytics instrumentation, and product usage reporting.
- Drove company-wide metric definition and product KPI standardization.
- Led initiatives to improve tracking and visibility into open-source product adoption metrics during the Series E growth stage.
Product Data Scientist
Gameloft
Nov 2017 - Oct 2018
Gameloft is a video game company operating 18 development studios worldwide, publishing games for mobile devices, consoles, and PC.
- Worked across product, experimentation, monetization, and machine learning initiatives for global gaming titles including Asphalt, Dragon Mania Legends, and Disney Magic Kingdoms.
Data Scientist & Data lead
eDreams Odigeo
Jan 2015 - Oct 2017
- Joined the Liligo brand as the first data scientist and helped transform the company into a data-informed organization.
- Led a 3-member data team driving experimentation, forecasting, optimization, fraud detection, and analytics.
Data Engineer
I-Insight
Aug 2014 - Dec 2014
Worked on enterprise BI, DWH, analytics, and software development projects for financial and insurance organizations.
Data Engineer and Ruby on Rails developer
DBX
Jan 2010 - Aug 2014
Worked on enterprise BI, DWH, analytics, and software development projects for financial and insurance organizations.