Abi Aryan ☯︎

Co-Founder

Lisbon, Portugal10 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Founder of Abide AI with innovative AI research.
  • Authored influential books on GPU Engineering and LLMOps.
  • Expert in building production-level ML systems.
Stackforce AI infers this person is a Machine Learning and AI Research expert with a focus on infrastructure and system design.

Contact

Skills

Core Skills

Reinforcement LearningMl Infrastructure EngineeringGpu EngineeringHigh Performance Computing (hpc)LlmopsGenerative AiData EngineeringMlopsMachine LearningDeep Learning

Other Skills

Causal InferencePlatform EngineeringEnterprise ArchitectureKnowledge GraphsDistributed SystemsGPU Kernel EngineeringInference EngineeringParallel ProcessingInfrastructureProject ManagementCloud ComputingData ScienceCloud ApplicationsAutomated Machine Learning (AutoML)Machine Learning Algorithms

About

Detailed: https://abiaryan.com/ | Technical Blog: https://modelcraft.substack.com/ Teaching: https://maven.com/goabiaryan/inferencing Abi Aryan is the founder of Abide AI (www.abideai.com) and a machine learning research engineer with nearly a decade of experience building production-level ML systems. A mathematician by training, she previously served as a visiting research scholar at the Cognitive Systems Lab at UCLA, under Dr. Judea Pearl, where she focused on developing intelligent agents. Abi has authored research papers in AutoML, multi-agent systems, and large language models, and actively reviews for leading research conferences and workshops, including NeurIPS, ACL (Association for Computational Linguistics), EMNLP (Empirical Methods in Natural Language Processing), and AABI (Advances in Approximate Bayesian Inference). She is currently advancing research in three key areas: • Reflective intelligence for AI agents • Distributed self-healing protocols for multi-agent systems • GPU engineering for large-scale AI systems To join the waitlist for the next cohort of her Maven course AI Systems Design & Inference Engineering https://maven.com/goabiaryan/inferencing

Experience

10 yrs 9 mos
Total Experience
1 yr 10 mos
Average Tenure
1 yr 4 mos
Current Experience

Maven

Professional Educator

Feb 2026Present · 3 mos

  • I teach inferencing and system design to mid and senior-level ML engineers https://maven.com/goabiaryan/inferencing

Packt

Author

Jan 2025Present · 1 yr 4 mos

  • Book: GPU Engineering for AI Systems - Expected Release 2026
High Performance Computing (HPC)GPU Kernel EngineeringML Infrastructure EngineeringDistributed SystemsInference EngineeringParallel Processing+1

Abide ai

Founder and Lead Research Engineer

Oct 2024Present · 1 yr 7 mos · United States

  • The traditional RL paradigm is brittle and uninterpretable. The future of AI lies in extending AI with causality and reflection. We are leading this shift by building smarter, time-aware neuro-symbolic AI models capable of solving decision making for agentic systems.
Causal InferencePlatform EngineeringReinforcement LearningML Infrastructure EngineeringEnterprise ArchitectureLLMOps+2

O'reilly

Author

Apr 2023Jul 2025 · 2 yrs 3 mos

  • Authoring book on LLMOps: Managing Large Language Models in Production
  • 1. Report: what is LLMOps ✅ (2024 Release)
  • 2. Book - LLMOps: Managing LLMs in Production ◻️ (Available on Amazon and other marketplaces - July/Aug 2025)
LLMOpsGenerative AIInfrastructureData Engineering

Assent ai

Machine Learning Engineer

Dec 2021Sep 2024 · 2 yrs 9 mos · United States

Project ManagementData EngineeringCloud ComputingMLOpsData Science

Insight

Machine Learning Scientist

Dec 2019Dec 2021 · 2 yrs · Los Angeles, California, United States

Cloud ApplicationsAutomated Machine Learning (AutoML)Machine Learning AlgorithmsApplied Machine LearningDeep LearningMachine Learning

Ucla mathematics

Research Scholar - Machine Learning

Feb 2018Nov 2019 · 1 yr 9 mos · Los Angeles, California, United States · On-site

  • Supervisor: Dr. Judea Pearl
  • Core Expertise: AutoML, Reinforcement Learning, Emotion Recognition in Speech as well as Video (Natural Language Processing, Computer Vision)

Amishi

Head of Analytics

May 2016Dec 2017 · 1 yr 7 mos · London, England, United Kingdom

Hidden creative

PM - Augmented Reality Applications

Nov 2014Nov 2015 · 1 yr · Manchester Area, United Kingdom

Entrepreneur first

Program Management - Deep Tech

Oct 2014Nov 2014 · 1 mo · London · On-site

Steer

Business Analyst - EdTech

Aug 2014Sep 2014 · 1 mo · London · On-site

Education

The London School of Economics and Political Science (LSE)

Master of Science - MSc — Applicable Mathematics

Jan 2013Jan 2014

Maharshi Dayanand University

Bachelor of Science - BSc (Honors) — Mathematics

Jan 2010Jan 2013

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