Various Companies (Public sector, Music Tech, Productivity Saas) PT, NZ, Remote
• Developed an LLM-driven (Llama) CV validation system MVP to enhance a public-sector recruitment system, processing over 20,000 applications annually with 84% accuracy saving 4,667 hours of manual work.
• Conducted market and user research while ensuring compliance, privacy and security. Crafted a scalable cloud architecture from exploratory data analysis to modeling using Python scripts. Deployment was conducted via API endpoint in AWS, leveraging MLOps practices and Git for enhanced collaboration and version control.
• Coordinated a team of 5 Data Scientists, UX/UI Designers and ML Engineers on building an agenting system for the tech music industry that increased client bookings by 30%, leveraging LLM models (GPT and Claude) to enhance agent decision-making and optimize artist opportunities.

• Defined and executed a product vision and integrated roadmap development for a two-year plan, securing over £100k in funding for a mobile app launched on Android and iOS from ideation up to private beta testing.
• Pioneered advancements in product-led growth by integrating data science and AI techniques to develop Unsupervised ML models, enhancing community understanding and supporting Marketing with GTM strategies.
• Championed the adoption of Objectives and Key Results (OKR) across the organization, significantly improving alignment and performance of cross-functional teams.
• Stimulated cross-functional team collaboration, increasing the customer base from 30k to 56k and boosting sign-ups by 60% through enhanced SEO practices and analytics insights.
• Revolutionized product operations by transitioning to continuous discovery and delivery cycles using agile methodologies, enhancing operational efficiency and team productivity.
• Owned hiring, onboarding, mentoring, coaching, t

• Guided a cross-functional team through agile methodologies to revamp the web platform, achieving a 350% increase in job applications and a 50% reduction in talent bounce rate.
• Implemented new pricing strategies and integrated multiple Application Tracking Systems, Hubspot, and JIRA via API, enhancing product operations and securing a €500k investment through Innovation Certification and ISO 25000 processes.
• Directed discovery, validation, product and sprint backlogs, enhancing evidence-based decision-making and project alignment, resulting in successful roadmap delivery and the deployment of 8 key initiatives (with multiple features).
• Ignited creative marketing partnerships and established a company brand presence, increasing brand engagement tenfold.
• Hosted Product presentations in monthly all-hands meetings for an audience of over 200 people.

• Spearheaded cloud architecture/infrastructure development, including API integrations for Data Mining, Exploratory Data Analysis, MLOps, and AI system architecture for Supervised ML model deployment.
• Secured €100k in initial funding, establishing a foundation for scalable, data-driven decision-making.
• Built and maintained a strong product culture, fostering innovation, customer-centricity, and a data-driven approach across the organization.
• Cultivated strong relationships with key stakeholders, ensuring successful project deliveries within schedule, budget, and quality expectations.
• Facilitated cross-functional, Agile-based collaboration, ensuring alignment and synergy across Marketing, Engineering, UX/UI and Product, to boost web traffic by 30%..