Nick M
Volenteer Wildfire Firefighter - VWS at Volunteer Wildfire Services
Western Cape, South Africa
Summary
👤
Senior🎓
Top SchoolNick Martin is a founder and GenAI engineer with nine years of experience shipping production ML products for scale-ups and enterprises. He builds end-to-end systems fast—often embedding as a senior IC or ML lead to take products from zero to production in weeks rather than months. Notable outcomes include solo-building Picture Me to $12k monthly revenue with an identity-preserving image generation pipeline, multi-agent LLM studio, and VLM-based automated quality gates, and leading personalization for DPG Media serving 10M+ daily readers. He has a track record of measurable business impact—driving double-digit margin and engagement gains at Werkspot and cutting experiment-to-production time from weeks to days. Equally comfortable in product, infrastructure and growth, Nick combines hardcore, data-driven ML engineering with hands-on full-stack delivery to avoid handoff gaps typical of consultancies or agencies. Based in the Western Cape, he pairs academic training in statistics with startup grit and a preference for shipping practical, repeatable ML systems.
9 years of coding experience
6 years of employment as a software developer
Honours Degree, Statistics, Honours Degree, Statistics at University of Cape TownEffective Customer Conversations, Effective Customer Conversations at Reforge
Stackoverflow
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0reached
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Github Skills (26)
singer-io9
google-bigquery7
taps5
singer4
pixel4
google-cloud4
reinforcement-learning4
targets3
nlp3
transformation3
analytics3
django2
bigquery2
flask2
chatbot2
Programming languages (3)
Github contributions (5)
NickLeoMartin/emergent_comm_rl
May 2018 - Jun 2018
Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input"
Contributions:72 commits, 2 PRs, 64 pushes in 24 days
gamesreinforcement-learningcommunicationlinguisticpixel
NickLeoMartin/blog
Apr 2019 - Nov 2020
Personal blog
Contributions:4 PRs, 72 pushes, 3 branches in 1 year 8 months
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