Raghavendra Vedula
Member Of Technical Staff at Fireworks AI
California, United States
Summary
👤
Senior🎓
Top SchoolRaghavendra Vedula is a machine learning and systems engineer with nine years of experience building production-grade inference and data pipelines for speech, vision, and finance automation. He’s worked across startups and hyperscalers—optimizing LLM/GPU inference at Amazon for 10x throughput gains, developing long-context generation stacks, and now focusing on LLM/VLM inference at Fireworks AI. As a founding engineer he built document-understanding models for financial automation, blending spatial attention and BERT-style architectures with scalable training and serving pipelines. His background includes low-power wakeword models, large-scale speech processing with Apache Beam, and on-device AR metrics work at Google, showing both edge and cloud expertise. Based in California with an MS in Computer Science from USC, he combines deep performance optimization skills with a talent for turning research ideas into robust, deployable systems.
9 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Southern CaliforniaBachelor of Technology - BTech (Honors), Computer Science and Engineering, Bachelor of Technology - BTech (Honors), Computer Science and Engineering at Odisha University of Technology and ResearchKendriya Vidyalaya Sangathan
English, Hindi, Telugu
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (29)
observability10
kibana10
elasticsearch10
elastic10
visualizations10
synchronize8
singularity7
php7
api7
jstree6
federated6
bioinformatics6
backbonejs6
javascript6
owncloud5
Programming languages (10)
Github contributions (5)
vedularaghu/word_processing
Jun 2020 - Jul 2023
Contributions:1 push in 3 years 1 month
vedularaghu/pegasus-workflow
Jul 2020 - Feb 2021
Contributions:6 PRs, 38 pushes, 1 branch in 7 months
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