Growth Bets

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.

Education

Budapest Business School

Business Information Technology

2011 - 2015

Budapest University of Technology and Economics

Software Engineer

2006 - 2011