Sameer Wadkar
Forward Deployed Engineering at Baseten
Germantown, Maryland, United States
Summary
👤
Senior🎓
Top SchoolSameer Wadkar is a seasoned engineering leader who designs and builds large-scale, cloud-native AI and distributed systems with 20+ years of experience spanning streaming data, identity, Kubernetes platforms, and LLM Ops. He focuses on turning ambiguous requirements into repeatable architecture patterns, having built frameworks and blueprints used by field teams and customers to run production workloads at scale. His hands-on LLM work includes multi-GPU training and inference pipelines (Ray Train, DeepSpeed, Triton, ONNX/TensorRT), PEFT/SFT adapter flows, and cost- and identity-aware cloud integrations across AWS, GCP, and Azure. At Domino he drove cross-functional programs—Experimentation Manager, cost intelligence tooling, GPU fractionalization, and the widely adopted Blueprints architecture—that influenced product and GTM strategy. Prior roles at Comcast, FINRA, and Cloudera blend deep streaming (Flink/Kafka) and MLOps expertise, and he’s the author of Pro Apache Hadoop and a frequent conference speaker. Based in Germantown, MD, he combines rigorous applied mathematics training with pragmatic system-building to bridge research models and enterprise-grade AI operations.
11 years of coding experience
20 years of employment as a software developer
Johns Hopkins UniversityBE, Electrical, BE, Electrical at University of MumbaiBachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at VJTIMBA, Finance, MBA, Finance at SIMSREE (University Of Mumbai)
Github Skills (1)
apache-spark7
Programming languages (3)
Github contributions (5)
sameeraxiomine/LargeCollections
Dec 2014 - May 2015
Contributions:74 commits, 16 pushes in 5 months
sameeraxiomine/flinkinaction
Feb 2016 - Jul 2016
Source code for Flink in Action
Contributions:69 commits, 1 PR, 107 pushes in 4 months
in-actionflink
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