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Hi, my name is Abi. I am a computer scientist and machine learning engineer working extensively in A.I. to help integrate personalized machine learning systems in our day-to-day lives. As a part of that bigger goal, I founded Abide A.I. to help solve some of these challenges for enterprises and teams.

Over the past seven years, my focus has been building production-level machine learning systems for various applications including recommender systems, automated data labelling pipelines for both audio and video, audio-speech synthesis, forecasting and time-series analysis etc.

In the past, I attended Insight as a Data Science Fellow and was a Visiting Research Scholar at UCLA under Dr. Judea Pearl where I worked on Intelligent Agents focusing specifically on AutoML, MultiAgent Systems and Emotion Recognition.

Books & Courses

  • ✍️ I am also currently authoring LLMOps: Managing Large Language Models in Production book for O'Reilley Publications. The best way to stay updated on the progress is either through my public talks or the newsletter.
  • More - Coming Soon!


  • If you want me to participate/speak at your event/podcast, feel free to reach out to me via email


Social Calendar



November 2023



  • March: Delivered a workshop on Full Stack Deep Learning at Women Who Code Los Angeles
  • Hundred other Women Who Code London, LA, SF, NYC events through 2016 - 2021 that I don't remember at the moment, ha!


  • August: Presented a technical workshop on Natural Language Processing (NLP) Hands On! at MLNerdie Los Angeles



March 2024

  • March 8 - Speaker: 5 min interviews for Hopsworks with Rik Van Bruggen
  • March 16 - Speaker: Productionizing LLMs: LLMOps - AI X Entertainment Hackathon, CIC Tokyo, Japan
  • March 20 - Speaker: AI and Other Hot Takes at AI Tinkerers, Ottawa, Canada

April 2024

  • April 17 - Speaker, SecOps for LLMOps at NatWest Bank, U.K.
  • April 24 - Speaker, Deploying and Managing LLMs in Production for O'Reilly Events
  • April 26 - More details soon!


  • March 2024 - Invited Reviewer for AABI 2024 (Advances in Approximate Bayesian Inference)

  • October 2023 Invited Reviewer for NeurIPS Workshop: I (Still) Can't Believe It's Not Better

  • September 2023 Invited Reviewer for Reviewer for DGM4H NeurIPS 2023

  • March 2023 Invited Reviewer | Fifth Symposium on Advances in Approximate Bayesian Inference (AABI 2023)

  • September 2022 Proposal Reviewer, PyData NYC

  • September 2021 Invited Reviewer for NeurIPS Workshop: I (Still) Can't Believe It's Not Better

  • August 2021 Research Mentorship | Association for Computational Linguistics

  • November 2018 Area Chair - AutoML | NeurIPS 2018

  • May 2018 - Sep 2018 Organising Committee Co-Chair, Pydata Los Angeles

  • Mar 2016 -Aug 2021 Director, Women Who Code Los Angeles

Top Tweets & Threads

While I am on Twitter, LinkedIn as well but I do not promise to post and be active there. Lately, I prefer Threads @goabiaryan for sharing ML stuff


Interested in hearing about Data Infrastructure, ML Systems, and new startups/research papers/tools in the ML and LLMOps space?

I send out a newsletter called ModelCraft. Feel free to sub.