Vinod Kumar work email
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Vinod Kumar personal email
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I support the Metas AI and DI Infra org and we spearhead machine learning infra capability breakthroughs to build and scale Feature engineering, training and inference platforms.I have been driving multiple ML big bet initiatives supporting Ads and Facebook family of apps to increase revenue, reliability, efficiency and user experience. some of the major initiatives include: feature engineering platform/framework, enabling real time ML leveraging state of art architecture like Kappa, distributed training, and continuous and automated model development and release.Skills: Real time stream processing · Presto/SPARK · MLOps · Feature engineering · Distributed training · Online Advertising · Semi Supervised Learning · Incremental Learning · Federated Learning . Ranking as service · Inference . Ads delivery stack · AWS Sagemaker . Generative Deep learning· Product lifecycle management . User Research · Creative Ideation · Product Road Mapping · Product Vision · Product Strategy · Customer Product ideation and execution · Product positioning and messaging
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Ai TpmStealth StartupMontgomery, Nj, Us
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Ai TpmStealth Startup Jul 2023 - PresentPartnering with PM and Engineering group to set up large AI platform offering “Training as a service” and “Inference as a service” at massive scale(4K GPU) for some of the largest organizations in the world.• Closely working with Engineering group and PM group to set up state of the art AI platform developing designed to perform distributed parallel training using FSDP, DDP to fine tune and pre-train Large language models(LLMs) like Llama, Falcon, GPT3 at scale ranging up to 4k clusters.• Develop core capabilities in AI platform like optimizers, estimators, recommenders, auto failure recovery, checkpoint management, integration with MLOps, data catalog and model catalog, early stop, fast recovery, early detection etc for “Training as a service” offering. -
Senior Technical Product Manager Data & Ai/MlMeta Jun 2022 - Jul 2023Facebook Feature Framework (F3) and Feature Store: Partnered with customers, AI Infra, DI Infra and privacy teams to carry out some of the major initiatives in F3 program to reduce latency, reduce feature generation cost, ensuring privacy for 20K features across all ML workloads in Meta. Some of the key initiatives include implementing state of the art architectures like Kappa to real time stream process platform, optimizations/ rearchitecture in batch processing, implementing vector based computations(Velox) in compute engine, increase throughput and decrease latency during model serving. Feature engineering framework, Real time ML, Distributed training, Stream processing, PyTorch -
Director Cognitive ProgramPathlock Feb 2020 - Jun 2022Flemington, New Jersey, United States -
DirectorPricewaterhousecoopers Aug 2019 - Feb 2020Greater New York City Area -
It Business PartnerHoneywell Nov 2015 - Aug 2019Morris Plain -
Senior PrincipalInfosys Aug 2011 - Nov 2015Bridgewater, NjSAP Analytics Program Manager -
Sap ManagerAccenture Jan 2010 - Jul 2011Florham Park, NjDelivery, Project Management, Proposals, Resource management -
Program ManagerIbm Global Services Oct 2002 - Jan 2010New JerseyDelivery Management for Several SAP transformation programs and web based programs -
Senior ConsultantPricewaterhousecoopers Oct 1999 - Sep 2002Houston, Texas, United States
Vinod Kumar Skills
Vinod Kumar Education Details
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Electronics & Communication
Frequently Asked Questions about Vinod Kumar
What company does Vinod Kumar work for?
Vinod Kumar works for Stealth Startup
What is Vinod Kumar's role at the current company?
Vinod Kumar's current role is AI TPM.
What is Vinod Kumar's email address?
Vinod Kumar's email address is vk****@****ock.com
What schools did Vinod Kumar attend?
Vinod Kumar attended University Of Madras.
What skills is Vinod Kumar known for?
Vinod Kumar has skills like Sap, Sap Implementation, Data Warehousing, Enterprise Software, Sap Crm, Sap R/3, Crm, Management, Management Consulting, Sap Erp, Abap, Business Intelligence.
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Vinod Kumar
Miami-Fort Lauderdale Area1cellastra.com
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