Heiko Carrasco

Heiko Carrasco

Software Engineer

Waabi

Hi(-ko) [pronounced]

I’m recently started working as a Software Engineer for Waabi in Toronto, Canada.

Interests
  • Artificial Intelligence
  • Reinforcement Learning
  • Software Engineering
Education
  • M.Sc. in Computer Science, 2022

    TU Darmstadt

  • B.Sc. in Computer Science, 2020

    TU Darmstadt

Experience

 
 
 
 
 
Software Engineer
Nov 2023 – Present Toronto
 
 
 
 
 
Machine Learning Operations
Stealth Startup
May 2022 – Nov 2023 Toronto
  • Responsible for production code and infrastructure deployment of all ML Operations
  • Reduced core compute pipeline execution time by a factor of 15 while also reducing cost by 70%
  • Setup all AWS infrastructure for the company and evaluated new ML developments like AWS Inferentia 2 in collaboration with teams at AWS
  • Procured, setup and administrated a new compute cluster with fully composable GPU infrastructure using Dell and Liqid
  • Established a company-wide configuration system based on hydra and Git
  • Trained coworkers to transition from pure research roles to modern software engineering and development, following best-practices like CI, testing, code reviews and VCS
 
 
 
 
 
TU Darmstadt
Team Manager
Oct 2020 – Mar 2021 Darmstadt
  • Oversaw three student teams as part of the applied software engineering project at TU Darmstadt
  • Projects included a novel teaching slide presenter and two inventory systems for a training center of Deutsche Bahn
 
 
 
 
 
TU Darmstadt - Computer Science Department
Student Developer
Apr 2016 – Nov 2021 Darmstadt

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