Miguel Abdala

Machine Learning Project Leader - Search Engine AI & Data - IT

Bogota, Colombia
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Summary

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Miguel Abdala is a Machine Learning Project Leader with 7 years of experience building production ML platforms, currently defining the AI/ML roadmap for Mercado Libre’s search engine while managing global platform and product integrations. With an MSc in Analytics and a background spanning MLOps, feature stores, data architecture and platform engineering, he has led zone-scale ML platform deliveries at AB InBev and taught MLOps and deployment practices as a professor. He combines econometric training and hands-on big-data engineering to bridge research, software engineering and operationalization of models across Azure and cloud ecosystems. Known for driving adoption of MLOps best practices and pragmatic system design, he often pairs governance and cost optimization with developer enablement to accelerate AI use cases. Based in Bogotá, he’s a quant-enthusiast who brings both academic rigor and product-minded execution to large-scale ML systems.
code7 years of coding experience
job6 years of employment as a software developer
bookEconomist, Economist at Universidad Sergio Arboleda
bookMaster of Science - MS Analytics for Business Intelligence Analytics, Master of Science - MS Analytics for Business Intelligence Analytics at Pontificia Universidad Javeriana
languagesSpanish, English, Portuguese
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Stackoverflow

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Github Skills (38)

python10
data-science10
data-manipulation10
dataframes10
pandas10
manipulation10
data-structures10
frame10
data-analysis10
trading6
aws5
crypto5
fastapi5
docker5
cryptocurrency4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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abdala9512/remus

Jun 2020 - Jun 2021

Recommender System Pipeline
Contributions:22 commits, 2 PRs, 16 pushes in 11 months
pythonrecommenderpipelineflaskmachine-learning
abdala9512/abdala9512

Dec 2020 - Oct 2024

Contributions:34 pushes, 1 branch in 3 years 10 months
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