Aparna Dhinakaran
Aparna Dhinakaran is the Co-Founder and Chief Product Officer at Arize AI, a pioneer and early leader in AI & Agent observability and evaluation. A frequent speaker at top conferences and thought leader in the space, Dhinakaran was recently named to the Forbes 30 Under 30. Before Arize, Dhinakaran was an ML engineer and leader at Uber, Apple, and TubeMogul (acquired by Adobe). During her time at Uber, she built several core ML Infrastructure platforms, including Michealangelo. She has a bachelor’s from Berkeley's Electrical Engineering and Computer Science program, where she published research with Berkeley's AI Research group. She is on a leave of absence from the Computer Vision Ph.D. program at Cornell University.
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AI ObservabilityA Quick Start To Data Quality Monitoring For Machine Learning
Data is quickly becoming the lifeblood of our current technologies enabling companies to build, measure, and improve new experiences for their customers. Today this is not just limited… Aparna Dhinakaran August 2, 2021 2 min read -
Security & GovernanceUnleashing the Power of a Diverse Team to Build More Ethical AI Technologies
In a recent article, WIRED senior writer Tom Simonite talked to Kate Crawford, author of Atlas of AI, to explore the ethical issues facing artificial intelligence and machine… Aparna Dhinakaran July 14, 2021 4 min read -
AI ObservabilityTake My Drift Away
This blog was written in collaboration with Hua Ai, Data Science Manager at Delta Air Lines. In this piece, Hua and Aparna Dhinakaran, CPO and co-founder of Arize… Aparna Dhinakaran June 21, 2021 8 min read -
Security & GovernanceRecap: The Man, The Machine, and The Black Box
Arize AI CPO Aparna Dhinakaran recently took the virtual stage at Re-Work. In her presentation, Aparna talked about the growing importance of responsible AI. “Before Arize, I was… Aparna Dhinakaran June 9, 2021 5 min read -
AI ObservabilityWhat is ML Observability?
As more and more teams turn to machine learning to streamline their businesses or turn previously impractical technologies into reality, there has been a rising interest in tools… Aparna Dhinakaran May 27, 2021 2 min read -
AI ObservabilityBeyond Monitoring: The Rise of Observability
By: Aparna Dhinakaran & Barr Moses As data and machine learning ecosystems become increasingly complex and companies ingest more and more data, it’s important that data and ML… Aparna Dhinakaran May 19, 2021 8 min read -
Security & GovernanceIf Data Is The New Oil, What’s Happening To Its Precious New Source?
In March 2018, The New York Times reported that researchers had gained access to the data of millions of Facebook users and then misused it for political ads during the 2016 US presidential… Aparna Dhinakaran May 6, 2021 7 min read -
AI ObservabilityArize AI Partners with Algorithmia to Enable Better MLOps and Observability for Enterprises
Written in collaboration with Ezra Citron, Customer Solutions Consultant at Algorithmia. We’re excited to share that Arize AI and Algorithmia are partnering to help organizations deliver more models… Aparna Dhinakaran April 19, 2021 10 min read -
AI ObservabilityWhy Business Executives Should Be Hip To ML Tools
I have spent most of my professional life in the age of AI and ML. During earlier times at Uber, I worked with models that estimated ETAs, calculated dynamic… Aparna Dhinakaran April 5, 2021 5 min read -
AI ObservabilityThe Only 3 ML Tools You Need
Image by Author At a rapid pace, many machine learning techniques have moved from proof of concepts to powering crucial pieces of technology that people rely on daily. In… Aparna Dhinakaran March 31, 2021 7 min read
Don’t ship vibes.
Arize gives AI teams observability and evals to understand and improve agent performance.
