Elroy Ashtian Jr
Summary
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SeniorElroy Ashtian is a founder and software engineer with 11 years of experience building AI/ML systems that move from prototype to production, with deep expertise at the intersection of MLOps, microservices, and GenAI/RAG. At Intel he designed and shipped platform microservices—including a high-uptime model registry and edge-to-cloud inference pipelines—that cut costs and traffic while hardening security and reducing incidents. As founder of Mahogany Stack he owns product lifecycle end-to-end, launching LLM-powered agent systems that cut manual workflows 20–30% and optimize model costs by up to half. He excels at turning ambiguous problems into documented, measurable solutions and mentoring teams to deliver them. Based in Orlando, he pairs strong systems engineering chops (quantization, hardware offload, hybrid retrieval) with a product-minded focus that consistently drives stakeholder time-to-decision improvements.
11 years of coding experience
Github Skills (49)
python10
machine-learning10
deep-learning10
tensorflow10
neural-network10
ml9
deep-neural-networks9
reference-implementation8
retail8
intel7
geolocation7
image-recognition6
automatic-speech-recognition6
edge-computing5
object-detection5
Programming languages (5)
Github contributions (5)
eashtianjr/smart-video-workshop
Feb 2019 - Jun 2019
Contributions:3 pushes in 4 months
eashtianjr/tensorflow
Jun 2019 - Jun 2019
An Open Source Machine Learning Framework for Everyone
Contributions:8 pushes, 2 branches in 10 days
pythondata-sciencedeep-learningmlmachine-learning
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