Nisha Talagala

6 Followers

I am the CEO of Pyxeda AI. Previously, I co-founded ParallelM and defined MLOps (Production Machine Learning and Deep Learning). I am also the co-chair for USENIX OpML 2019 - the first conference dedicated to production AI deployment and management. My background is in distributed software, systems and applications. Prior to PM, I was Lead Architect/Fellow at Fusion-io (acquired by SanDisk), Architect at Intel, and CTO at Gear6. I got my PhD from UC Berkeley in Computer Science.

machine learning deep learning production ai artificial intelligence ml devops production ml mlops spark storage analytics opml governance cloud deployment data science tensorflow full stack data science security optimization flash data management ai trends reproducibility data scientists ml engineers provenance workloads ccpa gdpr tutorial how to google cloud platform azure amazon marketplace amazon web services sagemaker aws demo data scientist scikit learn python operations automation kubernetes microservice rest ml monitoring ml application lifecycle managment ml application ml lifecycle ai summit operational ml edge computing big data flink streaming online machine learning micro-batch parallel machines streaming analytics memory

Aktivität
Info

Nisha Talagala

Präsentationen

Nisha talagala keynote_inflow_2016

Parallel machines flinkforward2017

Strata parallel m-ml-ops_sept_2017

Fms invited talk_2018 v5

Pm.ais ummit 180917 final

Rest microservice ml_deployment_ntalagala_ai_conf_2019

Global ai conf_final

Msst 2019 v4

Storage Challenges for Production Machine Learning

Ml ops past_present_future