Gary Mulder

Limassol, Cyprus

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Summary

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Rockstar

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Top School

Gary Mulder is a hybrid Data Scientist and Engineer with 11 years of experience designing end-to-end ML solutions and data architectures that turn complex business problems into measurable outcomes. He specializes in NLP and large language models, including hands-on fine-tuning of multi‑billion parameter models and practical LORA adaptations, and applies GPU-accelerated toolchains (HuggingFace, MXNet, XGBoost) for production workloads. His background spans time series meta-learning and ensemble forecasting, unsupervised clustering, advanced feature selection, and black-box interpretability, supported by strong data engineering and cloud GPU architecture skills across AWS, GCP and IBM. Gary has operational pedigree from roles in finance, gaming, and enterprise consulting and contributes to open-source ML tooling—adding model download automation, Docker integration and CLI/version checks to a popular llama.cpp Python binding. Based in Limassol, Cyprus, he pairs deep technical curiosity (from low-level C to modern DevOps) with a track record of delivering scalable, performant systems that bridge research and production.

11 years of coding experience

4 years of employment as a software developer

Bachelor of Science - BS, Bachelor of Science - BS at University of Otago

Postgraduate Degree, Postgraduate Degree at University of Liverpool

Time Series Forecasting in R, Time Series Forecasting in R at Eindhoven University of Technology

Hadley Wickham Master Class in R, Hadley Wickham Master Class in R at RStudio

English

Stackoverflow

Stats

1reputation

0reached

0answers

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Github Skills (11)

docker10

huggingface10

python10

dockers10

command-line-interface9

bash8

machine-learning7

github-ci6

githubaction-workflow6

apidoc5

api5

Programming languages (10)

JavaShellC++RCSCSSPHPHTML

Github contributions (5)

abetlen/llama-cpp-python

Apr 2023 - Sep 2023

Python bindings for llama.cpp

Role in this project:

DevOps & ML Engineer

Contributions:3 reviews, 4 PRs, 359 comments in 4 months

Contributions summary:Gary contributed to the automation of the model download process by implementing a script to download and manage Hugging Face models. They also integrated the model with Docker, creating scripts for building and running Docker containers, and configuring server setup. Furthermore, the user extended the system with command line arguments, and integrated version checking for downloaded models.

gjmulder/llama-cpp-python-gary

Apr 2023 - Jun 2023

Python bindings for llama.cpp

Contributions:1 review, 3 PRs, 53 pushes in 1 month

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