Muhammad Aqeel
Clinical Informatics Data Engineer
Oregon, United States
Summary
👤
Senior🎓
Top SchoolMuhammad Aqeel is a Clinical Informatics Data Engineer with nine years of experience building scalable, production-ready data pipelines across AWS and GCP for healthcare and retail domains. At Regeneron he helped centralize de-identified phenotypic and genotypic data for over 2.5 million research subjects and contributed to a Common Data Model that enables mega-analyses across cohorts. He specializes in dbt, Dremio, BigQuery, Athena, Glue, and orchestration with Airflow/MWAA and Jenkins, and has implemented robust data validation suites that leverage generative AI to auto-generate SQL for complex business rules. His background spans real-time streaming, ETL modernization, and cataloging with AWS Glue, with measurable impacts such as a 15% revenue boost from a BigQuery ranking engine and major performance gains from Spark migrations. Currently pursuing an MS in Artificial Intelligence, he blends practical cloud engineering with advancing ML/NLP skills to translate research needs into reproducible data products. Based in Oregon, he combines a research-minded approach to rare disease phenotyping with a playful developer ethos—his GitHub quip suggests bugs are just “unexpected features.”
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS Artificial Intelligence, Master of Science - MS Artificial Intelligence at Saint Louis UniversityF.sc Pre-engineering, F.sc Pre-engineering at PUNJAB GROUP OF COLLEGESBachelor’s Degree Electrical and Electronics Engineering, Bachelor’s Degree Electrical and Electronics Engineering at Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
English
Github Skills (18)
data-science9
apache9
monitor9
scheduler9
python9
machine-learning9
automation9
mlops9
etl9
orchestration9
data-integration8
data-pipelines8
dag8
elt8
airflow8
Programming languages (1)
Github contributions (5)
AqeelAltaf/Andrew-NG-Deep-Learning-Course-1
Aug 2018 - Jul 2024
Contributions:2 pushes in 6 years
AqeelAltaf/salesforce-faker
Sep 2019 - Feb 2020
Contributions:9 commits, 6 pushes in 5 months
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