Humza Haider
Senior Software Engineer at Leap
Hopkins, Minnesota, United States
Summary
👤
Senior🎓
Top SchoolHumza Haider is a Senior Software Engineer with 10 years of experience building production machine learning systems and cloud-native platforms, currently at Leap. He has led end-to-end design and implementation of contextual multi-armed bandit platforms that drove multimillion-dollar revenue gains and improved user engagement, and co-founded Karousel.ai to productize personalization at scale using Golang and GCP. His research background in statistical machine learning (MSc) focused on patient-specific survival curves and time-to-event modeling, giving him uncommon depth in both applied healthcare analytics and broader churn/attrition problems. Humza combines hands-on engineering—Kubernetes, BigQuery, Kafka, Terraform—with technical leadership, mentoring teams and translating stakeholder needs into robust ML-driven products. He has a track record of shipping high-throughput streaming predictions and building monitoring pipelines that keep models reliable in production. Based in Hopkins, MN, he blends academic rigor with startup pragmatism, often leveraging survival-analysis techniques in non-medical domains like pricing and retention.
10 years of coding experience
9 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of AlbertaBachelor of Arts (BA), Statistics, Computer Science, and Mathematics, Bachelor of Arts (BA), Statistics, Computer Science, and Mathematics at University of Minnesota-Morris
English
Github Skills (12)
tidymodels10
distributions10
r-package9
logistic-regression9
mixed-models9
regression8
survival8
fairness-ml8
machine-learning7
python2
instrumentation1
sdk1
Programming languages (2)
Github contributions (5)
haiderstats/MTLR
Nov 2018 - Dec 2020
An R package for Multi-Task Logistic Regression.
Contributions:3 releases, 181 commits, 1 PR in 2 years 1 month
r-packageregressionmulti-tasktidymodelslogistic
haiderstats/ISDEvaluation
May 2018 - Mar 2021
Code to pair with the paper "Effective Ways to Build and Evaluate Individual Survival Distributions".
Contributions:242 commits, 23 pushes, 1 branch in 2 years 10 months
distributionsindividualfairness-mlevaluateeffective
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