Ramesh Murugan
Sr. Data Engineer AI/ML at Meta
- Role
- Sr Data Engineer - Ai Ml at Meta
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Ramesh Murugan
Seasoned Lead Data Engineer, driving growth, innovation, and excellence in Data Analytics. With a passion for data, I\'ve developed a unique ability to build E2E data solutions and analytics for complex problems in different domains over the years. My expertise spans in building data solutions, optimizing ML training pipelines, building interactive reporting tool, with a focus on delivering results-driven solutions that drive business growth.I\'m excited to connect with like-minded professionals who share my passion for Data & AI/ML. Let\'s collaborate, share ideas, and drive innovation together!
Experience
Sr Data Engineer - Ai Ml
Apr 2024 — Present
Designed & architected logging framework for capturing the GPU resource usage & efficiency bottlenecks across different workflows of Model Training jobs• Built E2E Data analytic pipeline to cleanse and transform raw GPU usage logging to meaningful insights• Identify performance bottlenecks causing resource overhead or starvation in Online and Recurring Training models pertaining to Instagram recommendations.• Built solutions and optimized resource heavy ML Training pipelines to enable efficient usage of GPU resources such as NVIDIA H100, A100 that are extensively used in training recommendation models• Built tools/dashboards to measure the E2E cost of training GPU models in Instagram and helping the team with insights on GPU resource wastage and performance in-effiency with ML training pipelines.
Education
Anna University Chennai
BE, Computer Science
2003 — 2007
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