Suneel Marthi

ASF Member, Former Vice-President at The Apache Software Foundation

Ashburn, Virginia, United States
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Summary

🤩
Rockstar
🎓
Top School
Suneel Marthi is a seasoned AI/ML and distributed-systems engineer with 13+ years building production-grade machine learning, streaming, and backend platforms across AWS, Red Hat, Conviva, and enterprise environments. An active Apache Software Foundation member and former ASF vice-president, he’s a committer/PMC member on major projects including Hudi, Mahout, OpenNLP and contributed serving-layer recommendation endpoints to the Oryx lambda-architecture engine. He combines hands-on Java engineering—refactoring, performance and compatibility work across Flink, Hudi and OpenNLP—with leadership roles that span principal technologist and engineering leadership in AI/ML. Recently focused on LLM-driven MLOps and generative AI for content workflows, he also mentors BI teams transitioning to data science. Off the keyboard, he enjoys piling books in unsymmetrical stacks—then deliberately toppling them—reflecting a playful, iterative approach to problem solving.
code13 years of coding experience
job19 years of employment as a software developer
bookProfessional Certificate, Artificial Intelligence, Professional Certificate, Artificial Intelligence at Stanford University
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Stackoverflow

Stats
101reputation
7kreached
11answers
0questions
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Github Skills (38)

dependency-management10
api-rest10
apache-hudi10
netty10
apache-flink10
api-design10
restful-api10
big-data10
flink-sql10
refactor10
java10
scala10
javas10
jax-rs10
rest-api10

Programming languages (10)

JavaDockerfileCSSC++RScalaGoHTML

Github contributions (5)

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apache/mahout

May 2014 - Apr 2017

Mirror of Apache Mahout
Role in this project:
userBack-end Developer
Contributions:308 commits, 78 PRs, 110 comments in 2 years 11 months
Contributions summary:Suneel primarily contributed to the Apache Mahout project by addressing specific exceptions and warnings related to classification tasks and data validation within the codebase. They added logging messages to handle cases where test examples contained labels not present in training examples, enhancing the robustness of the classifier. Additionally, the user made modifications to various Java files, like adding preconditions checks and migrating to Java 7, indicating a focus on code quality, compatibility, and dependency management.
javamahoutapacheapache-mahout
apache/opennlp

Dec 2016 - Nov 2022

Apache OpenNLP
Role in this project:
userBack-end Developer
Contributions:1 review, 94 commits, 70 PRs in 6 years
Contributions summary:Suneel primarily focused on refactoring and optimizing the codebase, replacing deprecated classes and methods with modern equivalents. They updated several core components, including the `Cache` class and various context generators, to improve performance and maintainability. In addition, the user worked on code cleanup for Java 8 compatibility and general code base cleanup for release readiness.
nlpapacheopennlpapache-opennlpjava
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Suneel Marthi - ASF Member, Former Vice-President at The Apache Software Foundation