Medium

Claire Longo

Claire Longo

·

Dec 15, 2025

AI Engineering? The Evolution of the Engineer and Data Scientist Role in the Era of Generative AI

There’s a new wave of titles in the AI industry today: AI Engineer, LLMOps Engineer, Prompt Engineer…the list goes on.

Claire Longo

·

Nov 24, 2025

Thriving as a Woman in STEM: Navigating Bias, Building Confidence, and Owning Your Technical Power

November 24 2025

Thriving as a Woman in STEM: Navigating Bias, Building Confidence, and Owning Your Technical Power

Claire Longo

·

Nov 23, 2025

The Bay Area Is Finally Embracing Nondeterminism — My Takeaways from the AI by the Bay Conference

November 19, 2025

The Bay Area Is Finally Embracing Nondeterminism — My Takeaways from the AI by the Bay Conference

Claire Longo

·

Jul 8, 2025

Building an AI Poker Coaching App

As a mathematician, AI practitioner, and avid poker player, it was inevitable that I would build an AI poker app. I can’t help it!

Building an AI Poker Coaching App

Claire Longo

·

Jun 26, 2025

Best Practices I Learned for AI Assisted Coding

How AI can help you move beyond vibe coding and become an effective AI Engineer faster than you think

Best Practices I Learned for AI Assisted Coding

Claire Longo

·

Jun 24, 2025

Design Patterns for AI Agents: Lessons from the Frontlines of Production

Beyond the hype: How to engineer autonomous systems that don’t just work in demos.

Design Patterns for AI Agents: Lessons from the Frontlines of Production

Claire Longo

·

May 27, 2025

Why Reinforcement Learning Might be the Most Overlooked AI Breakthrough Yet

A Survey of Advancements in Gen AI with Reinforcement Learning: How RLHF and Reasoning LLMs are Using Reinforcement Learning to Push the…

Why Reinforcement Learning Might be the Most Overlooked AI Breakthrough Yet

Claire Longo

·

May 27, 2025

How Contributing to Open Source Projects Helped me Build my Dream Career in AI, and It Can Help You…

6 years ago I decided to open source my Python code for a personal project I was working on, which led to numerous career successes that…

How Contributing to Open Source Projects Helped me Build my Dream Career in AI, and It Can Help You…

Claire Longo

·

Feb 24, 2025

A Simple Recipe for LLM Observability

So, you’re building an AI application on top of an LLM, and you’re planning on setting it live in production. And thanks to the…

A Simple Recipe for LLM Observability

In

Data Science Collective

by

Claire Longo

·

Feb 7, 2025

Building ClaireBot, an AI Personal Stylist Chatbot

In my continued quest to automate pieces of my life with AI to test the edges of AI’s capabilities, I’ve taken on a new project. You may…

Building ClaireBot, an AI Personal Stylist Chatbot

Claire Longo

Claire Longo

Full Stack Data Scientist/Machine Learning Engineer and bad Poker Player (try me) https://www.linkedin.com/in/claire-longo/

Following

Help

Status

About

Careers

Press

Blog

Store

Privacy

Rules

Terms

Text to speech