Functional Skills
Data Science
Machine Learning
Business Intelligence
Artificial Intelligence
Agile Software Development
Business Analysis
Data Engineering
Data Modeling
Data Visualization / Reports
Project Management
Pricing Strategy
Quantitative Research
Risk Management
Software Development
Software Implementation
Software Skills
Machine Learning
Natural Language Processing
Sector Experience
Business Services
Financial Services
Media & Entertainment
Technology
Experience
Hypergolic
Product Management / Strategy
Founder / Data Science Advisor
10/2020 - Present
• Created the CQ4DS training program in code quality for data scientists and delivered it to multiple global organisations.
• Led the product team for a fintech startup (Sphere) for their new Machine Learning price discovery feature used by oil and gas traders in their activities around the world.
• Led the digital transformation team for a US-based lender. The project replaced the company's legacy BI solution and delivered a full-stack data analytics and MLOps platform in six months.
• Created an NLP POC in one month for a US accounting startup to automate bookkeeping.
• Advised a multinational technology conglomerate on their new MLOps product.
• Advised a Series A observability startup (Arize) on their SMB product strategy.
• Established best practices in ML product management at a drug discovery startup.
• Created the product roadmap for a data-driven gamified healthy living startup.
• Led the product team for a fintech startup (Sphere) for their new Machine Learning price discovery feature used by oil and gas traders in their activities around the world.
• Led the digital transformation team for a US-based lender. The project replaced the company's legacy BI solution and delivered a full-stack data analytics and MLOps platform in six months.
• Created an NLP POC in one month for a US accounting startup to automate bookkeeping.
• Advised a multinational technology conglomerate on their new MLOps product.
• Advised a Series A observability startup (Arize) on their SMB product strategy.
• Established best practices in ML product management at a drug discovery startup.
• Created the product roadmap for a data-driven gamified healthy living startup.
Arkera
Product Management / Strategy
Co-Founder / Head of Data Science
4/2016 - 10/2020
• Built the company's data science and data quality teams and created the company's data strategy and operational processes.
• Created state-of-the-art productionised natural language processing solutions used by several hundred traders at Tier 1 investment banks and hedge funds.
• Represented the company in multiple funding and due diligence rounds resulting in more than 5 million USD investments.
• Created state-of-the-art productionised natural language processing solutions used by several hundred traders at Tier 1 investment banks and hedge funds.
• Represented the company in multiple funding and due diligence rounds resulting in more than 5 million USD investments.
KING DIGITAL
Data Science / Analytics
Senior Data Scientist
6/2014 - 4/2016
• Created a novel framework for the analysis of player behaviour, leading to a better game experience and removing significant revenue risks.
• Helped studios adapt the method for the Candy Crush and other franchises.
• Created Business Intelligence initiatives and A/B tests at the Farm Heroes franchise in player engagement and viral distribution.
• Helped studios adapt the method for the Candy Crush and other franchises.
• Created Business Intelligence initiatives and A/B tests at the Farm Heroes franchise in player engagement and viral distribution.
OLD MUTUAL ASSET MANAGERS
Finance
Portfolio Manager
3/2009 - 1/2013
• Started the company's first systematic CTA fund and wrote the fund's data collection, portfolio optimisation and risk allocation strategies.
• Co-managed the fund since its inception and during the Fukushima Nuclear Disaster and the Greek Financial Crisis.
• Co-managed the fund since its inception and during the Fukushima Nuclear Disaster and the Greek Financial Crisis.
IKOS Asset Managers
Research
Research Analyst
8/2005 - 3/2009
• Created alpha-generating algorithms for the company's systematic CTA fund.
• Monitored and improved their performance during the Global Financial Crisis.
• Monitored and improved their performance during the Global Financial Crisis.