Eliel AV
@eliel
Data scientist skilled in ML, analytics, and BI to drive data-informed decisions.
MexicoWhat I'm looking for
I am a data scientist with practical experience deploying machine learning and business intelligence solutions across retail, financial services, and healthcare organizations.
I developed Marketing Mix Models for retail and financial branches and improved model performance by 20% through dataset and response-curve enhancements.
Previously, I built end-to-end data visualization and dashboard solutions on healthcare, reducing weekly reporting work and supporting executive KPI tracking and operational decision-making.
I hold an M.S. in Computer Science with a thesis on genetic algorithms for hyperparameter optimization, and I continually strengthen my skills through specialized machine learning coursework.
Experience
Work history, roles, and key accomplishments
Data Scientist
Coppel
Oct 2024 - Present (1 year)
Developed Marketing Mix Models for retail and financial services to optimize offline media ROI and improved model performance by 20% through dataset and response-curve refinements.
Business Intelligence Developer
Salud Digna
Mar 2021 - Aug 2022 (1 year 5 months)
Built end-to-end data visualization solutions and KPI tracking dashboards that reduced weekly workdays from six to five and supported CEO decision-making on sales and production metrics.
Software Developer
Salud Digna
Aug 2020 - Mar 2021 (7 months)
Developed and maintained national management web modules, provided data-loading services and dashboard support, and modeled database control tables and stored procedures.
Education
Degrees, certifications, and relevant coursework
USUniversidad Autónoma de Sinaloa
Master of Science, Computer Science
2022 - 2024
Completed a Master of Science in Computer Science with a thesis on using genetic algorithms for hyperparameter optimization in neural network-based crack detection for reinforced concrete bridges.
USUniversidad Autónoma de Sinaloa
Bachelor of Engineering, Telecommunications, Systems, and Electronics Engineering
2015 - 2020
Completed a Bachelor of Engineering in Telecommunications, Systems, and Electronics with coursework in telecommunications and systems engineering.
DeepLearning.AI / Stanford University (Coursera)
Professional Specialization, Machine Learning
Completed the Machine Learning Specialization covering core machine learning techniques and practices.
DeepLearning.AI (Coursera)
Professional Specialization, Mathematics for Machine Learning
Completed the Mathematics for Machine Learning and Data Science Specialization focusing on mathematical foundations for ML and data science.
Tech stack
Software and tools used professionally
Availability
Location
MexicoAuthorized to work in
Job categories
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