Davide Burba Email & Phone Number

Zurich, Switzerland

• Developed and maintained backend features for a SaaS product, averaging 200+ contributions/month. Addressed technical debt to ensure system stability. Played a major role in achieving a 10x customer growth.
• Collaborated closely with the data science team to streamline machine learning operations, and supervise the implementation of forecasting and optimization models. Facilitated operations via self-service environments.
• Supported development operations by employing CI/CD pipelines, AWS services (ECS, RDS, S3), and employing Terraform for infrastructure setup, contributing to create a scalable and reliable infrastructure.

Lausanne, Vaud, Switzerland

• Developed models to forecast prices and optimize trading under custom constraints, achieving a 3-7% cost reduction in the customer purchasing process of commodity futures contracts (power, gas, CO2, vegetable oils).
• Built internal libraries to speed up and standardize the development of new models. Built an end-to-end autoML forecasting pipeline, reducing time to market by 75%.
• Collaborated with cross-functional teams to define and implement project requirements and timelines.

Taipei City, Taiwan

• Won 1st place at a competition by USAID, aiming at predicting contraceptive consumption at the pharmacy level.
• Published 2 papers and 4 patents in the fields of medical AI (to predict diseases based on ECG) and forecasting (hierarchical time series reconciliation).

• Developed tutorials and PoCs showcasing Giotto open source libraries for time-series and topological data analysis.

Lausanne Area, Switzerland

• Built a system to detect events from news via word embedding and graph analysis.
• Developed demand forecasting and anomaly detection models for manufacturing and shipping companies.

Master'S Degree, Mathematical Engineering - Major In Applied Statistics, 110/110

Erasmus

Bachelor Degree, Mathematical Engineering