Isaac Kargar – Medium

Isaac Kargar

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Transforming Customer Support with AI: How We Built a Scalable Solution on SageMaker and AWS —…

Note: This is part 1 for this series. There would be another second part which goes into implementation details on how to build this…

5d ago

Transforming Customer Support with AI: How We Built a Scalable Solution on SageMaker and AWS —…

5d ago

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Published in
Python’s Gurus

Mixture of Memory Experts: Lamini Memory Tuning

Introduction

Jun 15

Mixture of Memory Experts: Lamini Memory Tuning

Jun 15

Pinned

Advanced Learning for Autonomous Agents — A Dive into “Agent Q”

Introduction

Sep 25

Advanced Learning for Autonomous Agents — A Dive into “Agent Q”

Sep 25

Pinned

At the Frontier of AI: Reviewing Top Papers on Mixture of Experts in Machine Learning

Note: AI tools are used in this blog post!

Dec 13, 2023

At the Frontier of AI: Reviewing Top Papers on Mixture of Experts in Machine Learning

Dec 13, 2023

Pinned

Expert Gate: Lifelong Learning with a Network of Experts

Note: AI tools are used in writing this blog post!

Feb 9

Expert Gate: Lifelong Learning with a Network of Experts

Feb 9

Reinforcement Learning Fine-Tuning by OpenAI

OpenAI Just announced #Reinforcement Fine Tuning. Here is the demo:⁣⁣

5d ago

Reinforcement Learning Fine-Tuning by OpenAI

5d ago

Knowledge Distillation: Empowering Efficient AI Models

After releasing the new model distillation API from OpenAI, I decided to write about what knowledge or model distillation is. Let’s get…

Oct 6

Knowledge Distillation: Empowering Efficient AI Models

Oct 6

End-to-End Autonomous Driving with Hydra-MDP: A Breakthrough in Machine Learning-Based Planning by…

Autonomous driving has been a long-standing challenge in the field of artificial intelligence and robotics. Developing a system that can…

Aug 22

End-to-End Autonomous Driving with Hydra-MDP: A Breakthrough in Machine Learning-Based Planning by…

Aug 22

LLMs in Autonomous Driving — Part 5: LLaDA by NVIDIA

In this blog post, I want to review one of the works from NVIDIA DRIVE Labs and a published paper called “Driving Everywhere with Large…

Jun 16

LLMs in Autonomous Driving — Part 5: LLaDA by NVIDIA

Jun 16

Published in
Python’s Gurus

KAN: Kolmogorov–Arnold Networks — A Short Summary

Let’s review the core concepts in the KAN paper, a new neural network architecture that sounds promising. I will review the main idea in…

May 9

KAN: Kolmogorov–Arnold Networks — A Short Summary

May 9

Isaac Kargar

Isaac Kargar

Co-Founder and Chief AI Officer @ Resoniks | Ph.D. candidate at the Intelligent Robotics Group at Aalto University | https://kargarisaac.github.io/

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