Ruthvik Ravindra
Machine Learning Engineer at Amazon
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolRuthvik Ravindra is a machine learning engineer with eight years of experience building production-grade ML and NLP systems, currently developing low-latency contextual bandit and transformer-based recommendation pipelines at Amazon. He has led scalable training and inference workflows for multi-terabyte datasets, improved ad and content monetization (including a $4M uplift at Prime Video), and extended services to 220+ territories. With an MS in Data Science from Northeastern and hands-on experience across AWS, Spark/Hadoop, PyTorch, and BERT, he blends research (author of a weak supervision paper submitted to AMLC 2023) with practical deployment skills in observability and Go-based tooling. A former teaching assistant in NLP and mathematics, Ruthvik pairs strong technical mentorship with a knack for translating complex models into measurable business impact.
8 years of coding experience
4 years of employment as a software developer
Bachelor of Technology, Electrical, Electronics and Communications Engineering, 8.5, Bachelor of Technology, Electrical, Electronics and Communications Engineering, 8.5 at Manipal Institute of TechnologyNanodegree, AI for trading, 4.0, Nanodegree, AI for trading, 4.0 at UdacityMaster of Science - MS, Data Science, 3.83/ 4.0, Master of Science - MS, Data Science, 3.83/ 4.0 at Northeastern University College of Computer and Information Science
English, Hindi, French, Kannada
Github Skills (18)
collector9
distro9
opentelemetry8
aws8
opentelemetry-collector8
observability7
java-agent5
java5
instrumentation5
lambda4
aws-lambda4
charts4
helm3
kubernetes3
distributed-tracing3
Programming languages (8)
Github contributions (5)
ruthvik17/aws-otel-collector
Mar 2022 - May 2022
AWS Distro for OpenTelemetry Collector
Contributions:150 pushes, 4 branches in 1 month
opentelemetry-collectortracingotelawsdistro
open-o11y/aws-otel-helm-charts
Feb 2022 - Apr 2022
AWS Distro for OpenTelemetry (ADOT) Helm Charts
Contributions:1 PR, 35 pushes, 7 branches in 2 months
chartshelmhelm-chartskubernetesaws
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