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.
-
Agent ObservabilityZero to a Million: Instrumenting LLMs with OTEL
Thanks to Roger Yang, Xander Song, and John Gilhuly for their contributions to this piece. A few months ago, we hit a significant milestone: our OTEL LLM instrumentation… Aparna Dhinakaran October 26, 2024 4 min read -
LLM As A JudgeText To SQL: Evaluating SQL Generation with LLM as a Judge
Special shoutout to Manas Singh for collaborating with us on this research! One application of LLMs that has garnered headlines and significant investment surrounds their ability to generate… Aparna Dhinakaran Evan Jolley August 1, 2024 4 min read -
LLM EvalsEvaluating the Generation Stage in RAG
In retrieval-augmented generation (RAG), retrieval often steals the spotlight, while the generation stage receives less attention. To address this gap, we conducted a series of tests to see… Aparna Dhinakaran February 15, 2024 4 min read -
AI EngineeringExploring the Future of AI Community with Cerebral Valley Founder Ivan Porollo
Ivan Porollo is a co-founder of Cerebral Valley, a new community at the center of the AI renaissance currently underway in the San Francisco Bay Area. A software… Aparna Dhinakaran May 9, 2023 6 min read -
AI ObservabilityMeasuring Embedding Drift
Approaches for measuring embedding/vector drift for unstructured data, including for computer vision and natural language processing models This article is co-authored by Jason Lopatecki, CEO and Co-Founder of… Aparna Dhinakaran December 31, 2022 3 min read -
AI EngineeringFour Predictions for AI In 2023
From major corporations to startups to independent research labs, machine learning (ML) teams work hard every day to build and deploy models that improve the way we live… Aparna Dhinakaran December 23, 2022 5 min read -
AI EngineeringThree Pitfalls To Avoid With Embeddings
Introduction Let’s say that you have read a very helpful post demystifying embeddings and you’re really excited. Your social media company can certainly use them, so you fire… Aparna Dhinakaran July 20, 2022 2 min read -
AI ObservabilityThe Three Types of Observability Your System Needs
This article is written in partnership with Kyle Kirwan, Co-founder and CEO at data observability platform Bigeye What Is Observability? In 1969, humans first stepped on the moon… Aparna Dhinakaran June 14, 2022 2 min read -
AI ObservabilityMonitor Unstructured Data with Arize
Want to try it out? Sign up for your free account, and follow along with our tutorial. We are incredibly excited to announce the first release of our… Aparna Dhinakaran June 8, 2022 6 min read -
AI ObservabilityWhen AI Attacks Earnings
Four steps enterprises can take to avoid their next earnings call becoming a retrospective on AI gone awry AI can power phenomenal revenue growth – until it doesn’t.… Aparna Dhinakaran June 6, 2022 6 min read
Don’t ship vibes.
Arize gives AI teams observability and evals to understand and improve agent performance.
