Revanth Madamala
Machine Learning Engineer, Core Ads at Rewriting the Code
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolRevanth Madamala is a Machine Learning Engineer and AI researcher with 9 years of experience building production-grade ML systems for ranking, recommendations, GenAI, and NLP across Meta, TikTok, LexisNexis, Autodesk and startups. He combines hands-on engineering—delivering measurable gains like a 32% uplift in pricing prediction and large improvements in recommendation relevance—with research depth (15+ papers, multiple patents, and 3 books) to translate novel models into reliable, scalable services. At Meta he focuses on high-throughput ads ranking and fairness, while prior roles span e-commerce MixRank, RAG-based legal LLM pipelines that cut hallucinations, and graph-based procedural knowledge research from USC. Revanth mentors engineers and researchers, helping them break into top-tier AI teams and convert research into product impact, and he’s active judging industry AI awards—an indicator of his domain recognition beyond hands-on delivery. An underappreciated strength: he routinely pairs architecture changes (sparse modules, dynamic routing) with practical deployment pipelines to close the gap between SOTA research and production constraints.
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, Computer Engineering( Dept of CSE), Bachelor of Technology - BTech, Computer Engineering( Dept of CSE) at Indian Institute of Information Technology Design & Manufacturing, Kurnool
Telugu, English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
python8
deep-learning8
tensorflow8
machine-learning8
neural-network7
dialog7
deep-neural-networks6
ml6
multimodal5
pytorch5
textblob4
ai3
nltk2
gensim2
todolist1
Programming languages (4)
Github contributions (5)
madamalarevanth/Advanced-Nodejs-bootcamp
Aug 2020 - Aug 2020
Contributions:13 commits, 11 pushes, 1 branch in 1 day
madamalarevanth/Problems
Jun 2020 - May 2021
Contributions:69 commits, 68 pushes, 1 branch in 11 months
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