CV photo

Kristof Drexler

MSc. Autonomous Systems

k.k.drexler@gmail.com +45 31 49 36 71

About

Machine Learning Engineer with experience building production-grade ML systems that make a real difference, from eliminating hundreds of hours of manual work to powering industry-scale data products used by millions. Currently driving LLM-powered FMCG market analytics and Cloud Engineering at Numerator following its acquisition of Kauza ApS. My background spans Computer Vision, Deep Learning, LLMs, with hands-on experience taking models from research to production through robust MLOps practices including CI/CD pipelines, cloud infrastructure, and containerized deployments.

Experience

Machine Learning Engineer - Numerator

2026 - Present

Copenhagen, Denmark

Numerator

Machine Learning Engineer

  • Continued FMCG market analytics post-acquisition in a larger team
  • Expanding focus into CI/CD Cloud Engineering at scale
PythonAWSTransformersLLMsTerraformKubernetesGitHub Actions
Machine Learning Engineer - Kauza ApS

2024 - 2026

Copenhagen, Denmark

Kauza ApS

Machine Learning Engineer

  • Developing advanced language models to drive industry-leading FMCG data products
  • Operating at scale with robust data governance
PythonGCPTransformersTerraformDockerPostgreSQL
Lead Frontend Engineer - Metriks ApS

2022 - 2024

Copenhagen, Denmark

Metriks ApS

Lead Frontend Engineer

  • Redesigned and built a modern webapp with sleek and responsive UI/UX
  • Stepped into backend and DevOps to keep things running fast and smooth
ReactReduxNext.jsFastAPIRedisDockerTypeScriptPython

Experience (cont.)

Junior Software Engineer - MaxWhere Solutions Ltd.

2021 - 2022

Budapest, Hungary

MaxWhere Solutions Ltd.

Junior Software Engineer

  • Engineered custom digital twin platforms tailored to client needs
  • Built real-time visualization tools for additive manufacturing workflows
ReactVueThree.jsElectronTypeScriptPython
Junior Software Engineer - Profirent Kft.

2020 - 2021

Budapest, Hungary

Profirent Kft.

Junior Software Engineer

  • Automated rental management workflows with VBScript
  • Built a Python computer vision pipeline to process years of document backlogs, eliminating ~300 hours of manual work
PythonPyTorchGoogle TesseractVBScript
Engineering Intern - Robotizálunk Kft.

2019

Budapest, Hungary

Robotizálunk Kft.

Engineering Intern

  • Built computer vision pipelines for automation of warehouse inventory management workflows
PythonOpenCVPyTorchTorchVisionROS

Education

MSc. Autonomous Systems - Technical University of Denmark

2022 - 2024

Lyngby, Denmark

Technical University of Denmark

MSc. Autonomous Systems

  • Master's education focusing on Robotics, Control, AI, and Human-Computer Interaction
  • Specialized in Computer Vision and Deep Learning for Autonomous Systems
  • Thesis project: Global Localization of Earthly Images powered by Deep Learning
BSc. Mechatronical Engineering - Budapest University of Technology and Economics

2018 - 2022

Budapest, Hungary

Budapest University of Technology and Economics

BSc. Mechatronical Engineering

  • Bachelor's education focusing on Mechanical, Electrical, and Control Engineering
  • Specialized in Cyberphysical Systems and Robotics
  • Thesis project: Implementing Additive Manufacturing Processes in Digital Twin Systems

Projects and Achievements

MSc. thesis project - LOCUS Image Geolocation Webapp

2024

Copenhagen, Denmark

LOCUS Image Geolocation Webapp

MSc. thesis project

  • Full stack Deep Learning project with webapp deployed on the cloud
  • Implemented a novel method for global image localization using deep learning
  • Developed using cutting edge technologies in MLOps, Webdev, and Deep Learning
SvelteKitTailwindCSSTypeScriptPyTorchPolarsPostgreSQLDocker
Placed 3rd - BEST Copenhagen ValHacks hackathon

2024

Lyngby, Denmark

BEST Copenhagen ValHacks hackathon

Placed 3rd

  • Developed a solution for processing audio signals for sleep monitoring of babies
  • Created a bespoke webapp for integrating with client hardware
  • Awarded for being only team to implement user-facing features with intuitive design
Machine Learning and Data Mining | MLOps | Introduction to Programming - Teaching Assistant at Technical University of Denmark

2023

Lyngby, Denmark

Teaching Assistant at Technical University of Denmark

Machine Learning and Data Mining | MLOps | Introduction to Programming

  • Assisted students in understanding complex topics in Machine Learning and Data Mining
  • Developed communicating ideas clearly, transcending skill and language barriers
  • Commended for ability to give clear and concise explanations and positive attitude