ASF Member, Former Vice-President at The Apache Software Foundation
Ashburn, Virginia, United States
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Summary
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Rockstar
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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.
13 years of coding experience
19 years of employment as a software developer
Professional Certificate, Artificial Intelligence, Professional Certificate, Artificial Intelligence at Stanford University
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.
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