Martin Davis
Platform Team Lead
Columbus, Ohio, United States
Summary
🤩
Rockstar🎓
Top SchoolMartin Davis is a pragmatic platform leader with 14 years of experience delivering customer-focused web and ML infrastructure, currently leading a 6-engineer team at Predibase building cloud systems, SDKs, APIs and UIs for LLM training and inference. He brings deep front-end expertise—especially in accessibility, SEO, analytics and performance—combined with a track record of reducing page load times, shipping large-scale site rewrites, and making complex UX accessible at scale. Martin pairs methodical problem-solving with clear communication across product, ML, security and legal partners to turn ambiguous requirements into auditable, compliant systems (GDPR/CCPA/PIPEDA). His background ranges from e-commerce and learning management to FDA-compliant electronic record systems and interactive museum installations, reflecting a knack for translating domain constraints into resilient technical designs.
13 years of coding experience
9 years of employment as a software developer
Bachelor of Science Architectural Engineering Technology, Bachelor of Science Architectural Engineering Technology at University of Cincinnati
Spanish, English
Stackoverflow
81reputation
6kreached
2answers
5questions
Github Skills (61)
pytorch10
llama10
machine-learning10
llm10
deep-learning10
natural-language-processing10
fine-tuning10
mistral10
fairness-ml10
lora10
computer-vision10
ludwig10
data-science9
transformers9
python9
Programming languages (2)
Github contributions (5)
martindavis/tinder
Apr 2015 - Apr 2015
Contributions:3 pushes, 1 branch in 3 days
firedocker-imagedocker
martindavis/trigger-backbone.sync
Oct 2012 - Oct 2012
Contributions:2 commits in 1 day
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