Vinit Acharya
Machine Learning Engineer at Meta
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolVinit Acharya is a Machine Learning Engineer with a decade of experience building production-scale ML systems, currently at Meta after impactful work at Sony Interactive Entertainment where his models reduced moderation costs by over 80% and removed 100k+ bots from PSN. He specializes in NLP, RAG/LLM pipelines, and scalable data engineering using Python, TensorFlow, Spark, Kubeflow and Databricks, and has shipped genAI POCs including text-to-SQL and LLM-powered chatbots. His academic background from Arizona State University complements hands-on experience in graph analysis and time-series featurization, reflecting a strong blend of research and product delivery. Notably, he built an LLM evaluation stack to bring quantitative and qualitative rigor to RAG deployments, demonstrating attention to operational excellence beyond model training. Based in Sunnyvale, he focuses on applying large language models and robust analytics to real-world safety and user-experience challenges.
10 years of coding experience
5 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Ira A. Fulton Schools of Engineering at Arizona State UniversityBachelor of Technology Information Technology, Bachelor of Technology Information Technology at Vellore Institute of TechnologyHigh School, High School at Delhi Public School Vadodara
English, Hindi, Gujarati
Github Skills (63)
search-engine10
java10
restful10
elasticsearch10
opensearch9
mlops-workflow9
docker8
serverless8
data-integrity8
python8
machine-learning8
cml8
faas8
kubernetes7
security7
Programming languages (5)
Github contributions (5)
Vin-itall/CloudArcade
Apr 2020 - Sep 2021
Contributions:49 commits, 25 pushes, 2 branches in 1 year 5 months
Vin-itall/Lane-And-Object-Detection-In-Videogames
Oct 2019 - Dec 2019
Contributions:13 commits, 11 pushes in 1 month
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