Ravi Choudhary
Senior Software Engineer at unbxd
Bengaluru, Karnataka, India
Summary
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SeniorRavi Choudhary is a senior software engineer specializing in machine learning with 10 years of experience building production ML systems for recommendations, advertising measurement, and personalization. He currently drives advertising engineering, measurement, and modeling at Roku after architecting real-time personalized recommendations at Sony Pictures and scalable recommendation pipelines at Unbxd. Ravi combines deep ML research skills (NER with BERT, sequence modeling, distributed training) with strong production engineering experience (Kubeflow, TF/PyTorch serving, Kafka, K8s) to move models from prototype to at-scale deployment. His background includes signal disaggregation and analytics at Jio and document NER and annotation tooling at Oracle Financial Services, reflecting a knack for applied problem-solving across domains. An IIT Kharagpur dual-degree alumnus, he brings a math-first approach to designing robust ML systems and a track record of shipping feature stores and low-latency retrieval infrastructure. Notably, he blends hands-on model development with end-to-end deployment expertise, making him effective at both research-driven features and production reliability.
11 years of coding experience
Stackoverflow
11reputation
157reached
0answers
1question
Github Skills (34)
feature-extraction7
personalization7
anaconda6
ide6
python6
apache-flink6
twilio5
ranking5
scala5
feature-engineering5
language-server-protocol5
qt5
data-science4
automl4
machine-learning4
Programming languages (5)
Github contributions (5)
ravichoudhary33/computational-statistics
Nov 2017 - Mar 2021
Contributions:5 commits, 4 pushes, 1 branch in 3 years 4 months
ravichoudhary33/ravichoudhary33
Mar 2022 - Jan 2024
Contributions:11 pushes, 1 branch in 1 year 10 months
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