Machine Learning Specialist
Patrick Deziel
Distributed Systems Engineer
Bio
Patrick Deziel is a distributed systems engineer and machine learning specialist. Patrick has extensive experience building and maintaining mission-critical systems in the private sector, as well as integrating modern ML solutions into existing applications. At Rotational, he designs and builds intelligent distributed systems to enable global use cases. In his free time, Patrick enjoys rock climbing and consuming science fiction.
Blog Posts Written by Patrick
Predicting the Oscars With LLMs
Looking for a middle ground between custom LLMs and traditional ML? Please welcome semantic search to the stage! Let’s use semantic search to predict which film will take home the “Best Picture” Oscar this year 🤩
Mar 8, 2024
Build Your Own LLM - Getting Into Production
If you’re building LLMs but have no way to deploy them, are they even useful? In this post, you’ll deploy an LLM into a live production application!
Feb 9, 2024
Build Your Own LLM - Training
If you want to protect your IP or avoid vendor lock, you may find that building your own LLM is more practical than relying on services like ChatGPT. In this post, you’ll train a custom LLM using your own data!
Feb 6, 2024
Build Your Own LLM - Data Ingestion
2023 was the year of large language models (LLMs) due to services like ChatGPT and Stable Diffusion gaining mainstream attention. In this series, learn about the architecture behind LLMs and how to build your own custom LLM!
Jan 15, 2024
PubSub 101 - Querying Topics with SQL
Real-time data streams are powerful, but sometimes you need to convert the stream into a batch or replay parts of the stream. Here’s how to write customized SQL to more deeply understand and interact with your historic data.
Dec 8, 2023
PubSub 101 - Creating a Subscriber
With the rise of LLMs and Retrieval Augmented Generation (RAG), online models have never been more relevant. Here’s how to write some Python code to interpret real-time data and build your own adaptive online model.
Dec 5, 2023
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