Siddharth Murching

Software Engineer at Databricks

San Francisco, California, United States
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Summary

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Siddharth Murching is a software engineer in San Francisco with six years of experience building production-ready systems at Databricks, where he progressed from a machine learning intern to a full-time engineer. He combines strong ML lifecycle and MLOps experience—evidenced by contributions to the popular open-source MLflow project and hands-on work with Jenkins—with a solid CS foundation from Caltech. His background includes internships at Apple and NASA JPL, where he developed data analysis and visualization tools that informed research decisions. Siddharth is comfortable bridging research and engineering, shipping reliable CI/CD-driven updates for critical tooling. Colleagues describe him as methodical about versioning and changelogs, a detail that helps keep complex ML deployments stable. He brings a blend of academic rigor and pragmatic engineering to machine learning infrastructure challenges.
code6 years of coding experience
job1 year of employment as a software developer
bookBachelor of Science (BS), Computer Science, Bachelor of Science (BS), Computer Science at California Institute of Technology
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Stackoverflow

Stats
595reputation
15kreached
56answers
0questions
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Github Skills (13)

mlflow10
cicd10
python8
devops7
netcore6
azure-blob-storage6
azure6
video-streaming6
video-encoding6
asp-net-core6
azure-media-services6
model-management5
machine-learning5

Programming languages (3)

TypeScriptHTMLPython

Github contributions (5)

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mlflow/mlflow

Mar 2020 - Jan 2023

Open source platform for the machine learning lifecycle
Role in this project:
userMLOps Engineer
Contributions:2 reviews, 145 commits, 449 PRs in 2 years 10 months
Contributions summary:Siddharth primarily focused on maintaining and updating the MLflow version used in the repository. They made consistent changes to the version.py file to update the version and also made changes to the changelog to track the version changes. They also worked with Jenkins, indicating a role in the continuous integration and deployment process.
pythonlifecyclemlmachine-learningincremental-learning
mlflow-automation/mlflow

Feb 2020 - Apr 2025

Open source platform for the machine learning lifecycle
Contributions:4907 pushes, 1994 branches, 1730 tags in 5 years 2 months
pythonlifecyclemlmachine-learningmlops-workflow
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Siddharth Murching - Software Engineer at Databricks