Karel Ha

Artificial Intelligence Engineer

Pure Storage, DX (Digital Experience)•  November 2024 - January 2025•  Prague, CZ

prompt engineering & prompt ”meta-engineering”, ChatGPT Enterprise API, GPT 4o & o1, Github Copilot, Python, FastAPI, PyTest, Pydantic, Github, Glean, Kubernetes, Watchdog, Elastic, Spinnaker, Google Suite

AI Specialist & Prompt Engineer

Aimtec, Division of Integration•  February 2024 - August 2024•  Pilsen, CZ

information extraction from unstructured documents using LLMs, with AI-assisted development (Copilot, GPT 4o, Llama, …) and MLOps (AWS Bedrock)

AI Development Engineer – Autonomous Driving projects

Porsche Engineering, ADAS Team•  June 2023 - November 2023•  Prague, CZ

ML, computer vision, Python, Transformers, data science, dataset imputation

AI Researcher at Computer Vision Research Group

Technical University of Munich, Chair of Remote Sensing•  March 2022 - April 2023•  Munich, DE

Deep-learning hybrid uncertainty-aware modelling with Earth observation data

AI Specialist

Volkswagen Group, Computer vision and Tools•  December 2020 - February 2022•  Prague & Pilsen, CZ

Video Perception for Autonomous Driving / Advanced Driver-Assistance Systems

Deep Learning for Evolutionary Inferences from Large Genomic Data

Imperial College London, Faculty of Natural Sciences•  April 2019 - October 2020•  London, UK

Machine learning from population genomics (Pandas, NumPy) of malaria mosquitoes

Complex Imperfect-Information Game Strategies using Deep Learning

Artificial Intelligence Center, Czech Technical University, CZ•  October 2017 - February 2019•  Prague, CZ

Imperfect-information game theory and deep learning (tree search enhanced with neural networks). TensorFlow implementation.

Machine Learning Internship

H2O.ai•  April 2017 - September 2017•  remotely for Mountain View, USA

Enhanced the speed of PCA functionality by integrating and benchmarking alternative Java implementations of SVD decomposition.

EDIC Fellow Research Experience

EPFL, School of Computer and Communication Sciences, CH•  September 2016 - February 2017•  Lausanne, CH

Study of game theory, multi-agent systems and multi-agent reinforcement learning.

Technical Studentship Programme (full-time work experience)

CERN, Intel & LHCb Online Computing•  April 2015 - March 2016•  Geneva, CH

Realtime applications on Intel Xeon/Phi for Online DAQ system of LHCb detector.

Research Scientist (part-time internship)

IBM, Watson Research•  May 2013 - March 2015•  Prague, CZ

Research project in natural language processing and mobile computing.

Summer Studentship Programme (full-time work experience)

CERN, Data Storage Group•  June 2014 - September 2014•  Geneva, CH

Project in tape storage and data protection.