Ednalyn De Dios
Machine Learning Engineer at Intellivo
San Antonio, Texas, United States
Summary
👤
Senior🎓
Top SchoolEdnalyn De Dios is a Machine Learning Engineer with nine years of experience designing and operating production-grade AI and automation systems that prioritize governance, observability, and human-in-the-loop controls. She has built end-to-end ML pipelines and MLOps tooling across Azure and AWS, applying NLP, OCR, and predictive modeling to drive measurable business outcomes at companies like Microsoft, Merck, and Intellivo. Her strength is not model tuning but defining clear decision boundaries, exception handling, and roll-back strategies so systems remain legible and defensible under pressure. A former nonprofit IT director and US Navy logistics manager, she brings uncommon operational discipline and stakeholder-first collaboration to technical projects. Based in San Antonio, she blends hands-on engineering with pragmatic governance to turn ambiguous AI initiatives into auditable, production-ready services.
9 years of coding experience
21 years of employment as a software developer
Master of Science - MS Data Analytics, Master of Science - MS Data Analytics at Western Governors UniversityCertificate of Completion Data Science, Certificate of Completion Data Science at Codeup
English, Tagalog
Stackoverflow
53reputation
2kreached
1answer
2questions
Github Skills (40)
classification10
regression10
clustering10
pycaret9
anomaly-detection9
machine-code9
nlp8
python8
rows8
memory-mapped-file8
gpu8
time-series8
machine-learning8
data-science8
scikit-learn7
Programming languages (4)
Github contributions (5)
codeup-capstone-one/domestic-violence
May 2019 - Aug 2019
Contributions:79 commits, 51 pushes, 1 branch in 2 months
ecdedios/code-snippets
Feb 2021 - Mar 2025
Contributions:15 pushes, 1 branch in 4 years 1 month
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