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I work in the intersection of Distributed Systems and AI/ML. I have worked on Facebook's Machine Learning/AI training platform FBLearner, some larger scale inference services which serve NLP models for online inference, large scale data preparation and feature serving service and on training and optimizing PyTorch NLP models to run efficiently on servers.In the past I have built large scale distributed cluster schedulers Nomad and Titus at HashiCorp and Netflix. I have also built foundational cloud infrastructure software such as highly available service discovery systems, traffic routing services, RPC libraries, etc.Papers -[1] Cross Lingual LID using Self Supervised Learning - https://arxiv.org/pdf/2107.04082.pdf[2] Designing cluster schedulers for internet-scale services - https://queue.acm.org/detail.cfm?id=3199609[3] XDP - Programable Data Path in the Kernel - https://www.usenix.org/system/files/login/articles/login_spring18_05_choudhury.pdfTalks -[1] Chaos Engineering and design patterns for building highly available services https://www.youtube.com/watch?v=sYlWtTbpHQI[2] Reliably shipping containers in a resource rich world using Titan https://www.youtube.com/watch?v=V3OfAATYksM[3] https://www.youtube.com/watch?v=gnNp0t2JAjg[4] https://www.youtube.com/watch?v=Blh608p2M1E[5] https://speakerdeck.com/diptanu/distributed-scheduling-with-apache-mesos-in-the-cloud
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FounderTensorlake Dec 2023 - PresentWe are building a structured extraction engine to build near-real time indexes and knowledge graphs from unstructured multi-modal data for LLM based applications. -
Senior Staff Software EngineerLinkedin May 2023 - Dec 2023Sunnyvale, Ca, UsI led the initiative to build a scalable cluster scheduler for LinkedIN's internal data systems like Espresso, Liquid and Kafka. The cluster scheduler introduced cooperative scheduling between Kubernetes and LinkedIN's distributed shard management system called Helix. I designed the system from the ground up, the protocol between the scheduler and the shard management system, bootstrapped the team, our onboarding experience, etc. -
Software Engineer, Facebook Ai Applied ResearchFacebook Feb 2017 - May 2023Worked on building Facebook's real time speech recognition inference engine that transcribes videos and audio on Instagram and Facebook. Led development and research on various speech models such as Language ID(LID), Voice Actitivity Detector(VAD) and other ASR models. While I was in the Speech organization I also helped with making speech models faster by leading projects related to optimization of pytorch kernels for transformers and attention layers. Prior to working on Speech I worked on modernizing the graph job scheduler that powers Facebook's Machine Learning platform FBLearner. -
Senior Software EngineerHashicorp Nov 2015 - Feb 2017San Francisco, California, UsI was one of the early engineers at HashiCorp and co-led the development of the open-source Nomad cluster scheduler. -
Senior Software Engineer, Cloud Platform EngineeringNetflix Oct 2013 - Nov 2015Los Gatos, Ca, Us -
Senior ConsultantThoughtworks Nov 2009 - Aug 2013Chicago, Il, UsI am a consultant and an individual contributor at ThoughtWorks Europe. I have engaged with multiple clients in designing enterprise-scale systems. I have also participated in engagements. which required enabling the clients with Continuous Deployment, Test Driven Development and other Agile practices. -
Software EngineerCisco Jun 2008 - Nov 2009San Jose, Ca, UsAt NDS[acquired by Cisco] my work involved developing and maintaining a User Interface library and a middleware called MediaHighway targeted for Set top boxes. The UI library is completely written in Java and is based on MVC architecture. The middleware is based in C and the UI library interacts with the Middleware using JNI. -
Co-FounderLifeoz Dec 2006 - Jul 2008We created a GIS based social networking system using mashups. Lifeoz connects the space and time variables of a user. It shows the time-line of a person's life. Lifeoz was completely built using Open source components. A lot of code has been contributed to the open source community as well.
Diptanu Gon Choudhury Skills
Diptanu Gon Choudhury Education Details
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National Institute Of Technology, JalandharElectronics And Communication Engineering
Frequently Asked Questions about Diptanu Gon Choudhury
What company does Diptanu Gon Choudhury work for?
Diptanu Gon Choudhury works for Tensorlake
What is Diptanu Gon Choudhury's role at the current company?
Diptanu Gon Choudhury's current role is Founder and CEO @ Tensorlake.
What is Diptanu Gon Choudhury's email address?
Diptanu Gon Choudhury's email address is dchoudhury@fb.com
What is Diptanu Gon Choudhury's direct phone number?
Diptanu Gon Choudhury's direct phone number is +140865*****
What schools did Diptanu Gon Choudhury attend?
Diptanu Gon Choudhury attended National Institute Of Technology, Jalandhar.
What skills is Diptanu Gon Choudhury known for?
Diptanu Gon Choudhury has skills like Embedded Systems, Agile Methodologies, Clearcase, Core Java, Design Patterns, Java, C, Ooad, C++, Set Top Box, Junit, Middleware.
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