Jas Bali
Atlanta, Georgia, United States
Summary
🤩
Rockstar🎓
Top SchoolJas Bali is a Solutions Architect and Practice Lead Resident Solutions Architect at Databricks with 8 years of experience as an ML engineer, data engineer and SDE, specializing in the Databricks platform. He contributes to Databricks Labs' automl-toolkit and is an active MLflow contributor who enhanced autologging for TensorFlow/Keras by adding input example and signature logging to improve model lineage and cross-version compatibility. Combining a formal aerospace engineering background with an AI Nanodegree from Udacity, he brings a systems-oriented, data-centric perspective to production ML workflows. Based in Atlanta, he pairs hands-on engineering with platform-level architectural thinking to move models from experimentation to reliable, observable production.
8 years of coding experience
University of Minnesota
java, scala, python, matlab
Stackoverflow
241reputation
14kreached
4answers
7questions
Github Skills (24)
unit-testing10
pytest10
python10
machine-learning10
model-management10
mlflow10
keras10
tensorflow210
tensorflow10
unittest10
unit-tests10
unittests10
unit-test10
ai9
google-compute-engine6
Programming languages (6)
Github contributions (5)
mlflow/mlflow
Mar 2022 - Jan 2023
Open source platform for the machine learning lifecycle
Role in this project:
ML Engineer
ML EngineerContributions:50 reviews, 6 commits, 13 PRs in 10 months
Contributions summary:Jas's commits primarily focus on enhancing the autologging capabilities of the MLflow library, specifically for TensorFlow and Keras models. They added input example and signature logging for tf.keras models and tf.estimator, enabling better tracking of model inputs and outputs. The contributions involved modifying unit tests to ensure cross-version compatibility, adding support for dataset input types, and refining the logging behavior for various model types. This work improves the usability and functionality of MLflow for TensorFlow-based machine learning workflows.
pythonlifecyclemlmachine-learningincremental-learning
bali0019/mlflow
Mar 2022 - Feb 2023
Open source platform for the machine learning lifecycle
Contributions:2 PRs, 105 pushes, 13 branches in 11 months
pythonlifecycledeep-learningmlmachine-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.