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 (74)
distilbert10
bart10
electra9
amazon9
roberta9
sentiment-analysis8
lambda8
architecture8
deep-learning8
amazon-api-gateway8
robot8
amazon-s38
gluon8
machine-learning8
pytorch8
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
serverlessaws-lambdaamazonamazon-s3reference-architecture
sunilmallya/dl-twitch-series
Aug 2017 - Dec 2017
Contributions:20 commits, 1 PR, 17 pushes in 3 months
deep-learningnotebookmachine-learningtwitch-tvtwitch
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