Experience

Datapred

• Switzerland
• Software Development
• 1 - 100 Employee

• Backend Developer

  • Feb 2023 - Present

  Bellinzona, Ticino, 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,… Show more • 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.

• Data Scientist

  • May 2021 - Jan 2023

  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.



Inventec

• Taiwan
• Computer Hardware Manufacturing
• 700 & Above Employee

• AI Research Engineer

  • Feb 2020 - Mar 2021

  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).



Giotto Compliance

• Switzerland
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer/Consultant

  • Aug 2018 - Feb 2020

  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. • Published a blog article on the Mapper algorithm for topological data analysis. • Working periods: Aug 2018 – Jan 2019, Dec 2019 - Feb 2020