Industry:
Computer & Network Security
Headquarters:
London, England
Title:
Senior Machine Learning Engineer
Company:
Quantinuum
Company Industry:
Computer & Network Security
Company Website:
quantinuum.com
Company Linkedin:
linkedin.com/company/quantinuumqc
Company Size:
201-500
Current Job Duration:
4 mos
Country:
United Kingdom
Languages:
English, French, German
Work Experience:
Title: Quantinuum
Company: Quantinuum
Company URL: https://www.linkedin.com/company/quantinuumqc/
Industry: Computer & Network Security
Company Size: 201-500
Location: None
Country: None
Employment Type: None
Start At: 04-2026
Ends At: Present
Description: • Discovered quantum chemistry algorithms with 10-100× higher resource efficiency by building an AI-driven discovery loop, in collaboration with Hiverge.
• Accelerated molecular simulation by integrating NVIDIA cuStateVec into Quantinuum’s quantum software stack (pytket-custatevec), delivering 10× speedup in dataset generation for LLM-driven molecular discovery.
• Scaled training of 100+ GB frontier models by engineering cloud-native ML pipelines (AWS S3), unified experiment tracking (PyTorch Lightning, MLflow), and CI/CD—improving reproducibility and end-to-end throughput.
• Leading an AI-for-quantum-hardware project to target 25% less downtime.
Title: ETH Zürich
Company: None
Company URL: https://www.linkedin.com/school/eth-zurich/
Industry: None
Company Size: None
Location: None
Country: None
Employment Type: None
Start At: 06-2024
Ends At: 08-2024
Description: Quantum Optics (Esslinger Group)
• Successfully led a $1M+ grant proposal for simulation of new materials and chemical reactions using advanced theoretical physics tools in cross-team collaboration between Zurich, Budapest, and Kraków., Quantum Optics (Esslinger Group)
• Implemented machine learning projects on a high-performance cluster to improve quantum computer performance using Python with scikit-learn and the distributed compute framework Ray, cutting parameter tuning time from days to under 3 hours.
• Developed TorchGPE, an open-source, GPU-accelerated simulation tool for nonlinear equations on 2D/3D spatial grids in atomic physics using Python with PyTorch, achieving up to a 40-fold increase in computation efficiency.
• Engineered parallelized data processing algorithms including bootstrapping using Python and TensorFlow, scikit-image, OpenCV, multiprocessing and Numba, accelerating analysis of 100+ GB image and time-series data from hours to seconds.
• Led development of principal component analysis-based statistical algorithms using Python and scikit-learn, NumPy and SciPy, reducing image data noise by up to 75%, approaching fundamental camera limits.
• Operated, designed, and analyzed neutral atom cavity QED experiments with 10k+ optics and electronics components, leading to 7 publications in theory and experiment in quantum simulation and computational physics with multi-national teams of 5-15 (e.g., PRL, PRX).
• Gave 20+ talks and poster presentations at various conferences (e.g., DAMOP, DPG, ICOLS, YAO, Obergurgl).
Title: Master's student/Research assistant
Company: Max Planck Institute Of Quantum Optics
Company URL: https://www.linkedin.com/company/max-planck-institute-of-quantum-optics/
Industry: Research
Company Size: 201-500
Location: Garching, Bavaria, Germany
Country: None
Employment Type: None
Start At: 10-2016
Ends At: 10-2018
Description: None
Title: Intern R&D
Company: Invenio Imaging
Company URL: https://www.linkedin.com/company/invenio-imaging-inc./
Industry: Medical Devices
Company Size: 11-50
Location: Santa Clara, California, United States
Country: None
Employment Type: None
Start At: 07-2016
Ends At: 10-2016
Description: None
Title: Research assistant
Company: None
Company URL: https://www.linkedin.com/school/institutoptique/
Industry: None
Company Size: None
Location: Palaiseau, Île-de-France, France
Country: None
Employment Type: None
Start At: 12-2015
Ends At: 07-2016
Description: None
Title: Student assistant
Company: None
Company URL: https://www.linkedin.com/school/technische-universitat-munchen/
Industry: None
Company Size: None
Location: Garching, Bavaria, Germany
Country: None
Employment Type: None
Start At: 11-2014
Ends At: 08-2015
Description: None
Title: Intern R&D
Company: None
Company URL: https://www.linkedin.com/company/brukerbiosensors/
Industry: None
Company Size: None
Location: Martinsried
Country: None
Employment Type: None
Start At: 08-2014
Ends At: 09-2014
Description: None
Education:
School: ETH Zürich
Degree: Doctor of Sciences, Physics
Activities: None
School: Technische Universität München
Degree: Master of Science (M.Sc.), Applied and Engineering Physics
Activities: None
School: Ecole polytechnique
Degree: Erasmus, TEDxEcolePolytechnique 2016 team, AstronautiX (student group for space), Bureau des Sports (sports association), Volleyball team
Activities: None
School: Technische Universität München
Degree: Bachelor of Science (B.Sc.), TUM: Junge Akademie, TUMtandem German/French
Activities: None
School: Maristen-Gymnasium Furth
Degree: Abitur (A-level equivalent), Senior year class representative, Founder of the school working group "Prevention of voilence and abuse"
Activities: None
Headline:
Senior Machine Learning Engineer @Quantinuum | AI for Science | Physics PhD @ETH Zurich