Sunil Mallya
San Francisco, California, United States
Summary
🤩
Rockstar🎓
Top SchoolSunil Mallya is an engineering and ML leader with 11+ years of experience building scalable distributed systems and production-grade AI products, from Zynga API gateways to AWS Comprehend. He co-founded Neon Labs (raised $5.5M) to apply neuroscience and ML to video thumbnail generation and later invented and led AWS DeepRacer’s RL algorithms and product development. At AWS he scaled multidisciplinary teams, led NLP and healthcare ML research, and contributed to Amazon’s COVID-19 simulation and response work. A prolific inventor and researcher, he has ~29 patents filed across ML, RL, NLP and distributed systems and publications at NeurIPS, ICML and ICRA. Sunil combines hands-on systems engineering (serverless map-reduce and serverless ML prototypes) with research rigor, favoring cross-domain problems that require creative, multi-disciplinary solutions. Based in San Francisco, he is driven by developer-centric LLMs and a continual curiosity to push ML from lab to live services.
11 years of coding experience
10 years of employment as a software developer
Master's, Master's at Brown University
Stackoverflow
1reputation
0reached
2answers
0questions
Github Skills (51)
electra9
bart9
aws-lambda9
distilbert9
bert9
aws9
amazon-api-gateway9
lambda9
sentiment-analysis9
amazon-sagemaker9
roberta9
twitch8
robot8
question-answering8
amazon-s38
Programming languages (4)
Github contributions (5)
awslabs/lambda-refarch-mapreduce
Dec 2016 - May 2018
This repo presents a reference architecture for running serverless MapReduce jobs. This has been implemented using AWS Lambda and Amazon S3.
Contributions:3 PRs, 4 pushes in 1 year 5 months
amazon-s3aws-lambdalambdamapreduceserverless
sunilmallya/dl-twitch-series
Aug 2017 - Dec 2017
Notebook from the Deep Learning Twitch Series on AWS (https://twitch.tv/aws)
Contributions:20 commits, 1 PR, 17 pushes in 3 months
awsdeep-learningtwitch
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