Dheeraj Mekala
Research Scientist at Meta
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolDheeraj Mekala is a research scientist specializing in machine learning and natural language processing with nine years of industry and academic experience, currently working on Agents & Reasoning at Meta after completing a PhD at UC San Diego. His work bridges principled, data-driven methods and practical scale—ranging from weakly supervised text classification and contextualized seed expansion in his doctoral research to building large-scale CV and ML pipelines that processed hundreds of millions of messages in production. He has a proven track record through multiple research internships at Meta, Microsoft, and Amazon, including contributions to next-generation Llama models and tool-usage capabilities in LLMs. Comfortable shipping systems and research, he combines deep modeling expertise with engineering rigor (auto-scaling Docker/Kubernetes frameworks, Kafka integrations, monitoring). Notably, he focuses on solutions that reduce human labeling effort by leveraging metadata and motif patterns, reflecting a consistent theme of amplifying model performance with light human supervision. Based in San Diego, he sits at the intersection of academic innovation and product-grade ML engineering.
9 years of coding experience
8 years of employment as a software developer
Higher Secondary Certificate (Class 12th), MPC, Higher Secondary Certificate (Class 12th), MPC at Sri Chaitanya College of EducationUniversity of California, San DiegoIndian Institute of Technology KanpurSecondary School Certificate, Secondary School Certificate at SPR school of excellence
English, Hindi, Telugu
Github Skills (29)
sparse10
tf-idf10
word2vec9
document-classification9
python9
fasttext9
similarity9
classification9
natural-language-processing9
nlp9
composite9
speech-recognition8
deep-learning8
word-embeddings8
machine-learning8
Programming languages (5)
Github contributions (5)
dheeraj7596/Coarse2Fine
Jul 2020 - Jul 2021
Contributions:275 pushes, 1 branch in 11 months
dheeraj7596/GWBoWV
May 2017 - Jun 2020
Contributions:2 commits, 1 PR, 2 pushes in 3 years 1 month
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