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Alon Gubkin

Alon is the Chief Technology Officer and Co-Founder of Aporia. Since building his first neuroevolution-based Super Mario bot in 2012 (which barely scratched the first level—too many 'hallucinations'...), he’s been fascinated by AI agents.

Alon’s articles

Understanding Why AI Guardrails Are Necessary: Ensuring Ethical and Responsible AI Use

Artificial Intelligence (AI) has made tremendous strides in recent years, transforming industries and making our lives easier. But despite these...

Alon Gubkin

Read Now 6 min read

How to build LLM-based phone assistants with OpenAI, Twilio, & Aporia

From setting reminders, playing music, and controlling smart home devices, LLM-based voice assistants like Siri, Alexa, and Google Assistant have...

Alon Gubkin

Read Now 8 min read

Introduction to RAGs: Real-world applications and examples

In the world of natural language processing (NLP) and large language models (LLMs), Retrieval-Augmented Generation (RAG) stands as a transformative...

Alon Gubkin

Read Now 8 min read

How to build a RAG chatbot from scratch with minimal AI Hallucinations

Intro At the recent AI Summit in New York, I led a workshop on building Retrieval-Augmented Generation (RAG) chatbots, which...

Alon Gubkin

Read Now 17 min read

Generative AI in Healthcare: How the industry can benefit

Generative AI (GenAI) has emerged as a transformative force in healthcare, revolutionizing patient care, diagnostics, and medical research. From predictive...

Alon Gubkin

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Islands of Confidence: Make LLM Apps More Reliable by Running Less LLMs

In this article, I want to share a method to improve your LLM’s reliability, making LLM apps produce consistent results...

Alon Gubkin

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The state of production LLMs: My takeaways from MLOps World 2023

Recently, I was lucky enough to attend MLOps World in Austin. There were panels, provoking keynotes, parties, and while not...

Alon Gubkin

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ML Model Monitoring: Practical guide to boosting model performance

What is ML Model Monitoring? Machine learning model monitoring measures of how well your machine learning model performs a task...

Alon Gubkin

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Generating 3D Game Assets with ChatGPT and Shap-E

I’ve always had this dream of building a video game, but creating 3D assets has always been a painful barrier....

Alon Gubkin

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Aporia Releases New Docs

We are excited to announce that we have just released a revision of our documentation. It took a quick second...

Alon Gubkin

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DDC – Direct Data Connectors: Monitoring ML Models at Scale

Intro We are excited to announce Direct Data Connectors (DDC), a novel way to monitor your Machine Learning models in production...

Alon Gubkin

Read Now 6 min read

Target, Walmart, Macy’s & Kohl’s: Demand Forecasting in a Dynamic World

Demand Forecasting ML models present huge potential for retailers to generate a lot of revenue and streamline the business. While...

Alon Gubkin

Read Now 11 min read