Naila Fatima
Senior Software Engineer at Capital One
Glendale Heights, Illinois, United States
Summary
👤
Senior🎓
Top SchoolNaila Fatima is a Senior Software Engineer with a strong ML and computer vision foundation, holding an MS in Computer Science (Machine Learning) from Georgia Tech and a BTech from IIIT Hyderabad. She brings nearly a decade of engineering experience across startups and research labs, building production data pipelines, model development tooling, and ML-driven products at Andromeda 360, Hypergiant, and Capital One. Her work spans infrastructure-as-code, retrainable model kits, NL2SQL, anomaly detection, and model versioning, combining practical MLOps with hands-on CV research such as video blur detection and shot classification. Known for improving deployment reliability and developer productivity, she has authored substantial test suites, automated hyperparameter tuning, and integrated heterogeneous data sources for scalable model workflows. Based in Glendale Heights, IL, she pairs competitive programming curiosity with a collaborative approach to ship robust ML systems and reduce time-to-insight.
10 years of coding experience
6 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Georgia Institute of TechnologyBachelor of Technology - BTech Electronics and Communications Engineering Honors in Computer Vision, Bachelor of Technology - BTech Electronics and Communications Engineering Honors in Computer Vision at International Institute of Information Technology Hyderabad (IIITH)
Github Skills (12)
python5
machine-learning5
version-control5
data-science4
collaboration4
cml4
developer-tools4
ai4
data-models4
dvc3
unstructured-data3
nlp3
Programming languages (2)
Github contributions (5)
n5596/Video-Google
May 2019 - Aug 2021
Contributions:4 commits, 2 pushes in 2 years 3 months
n5596/Image-Inpainting
Dec 2018 - Apr 2021
Contributions:3 pushes, 1 branch in 2 years 4 months
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