Juan Pablo Mesa Lopez
@juanpml.bsky.social
Ph.D in AI and OR. Data 📊
Combination of MLE / Data Scientist / AI Engineer focused on ML, LLMs, RAG, multimodal embeddings, and building AI-powered software development.
Sharing my real-world experiences. https://juanpml.com
Combination of MLE / Data Scientist / AI Engineer focused on ML, LLMs, RAG, multimodal embeddings, and building AI-powered software development.
Sharing my real-world experiences. https://juanpml.com
Focus on the problem, not the solution!
If you are struggling to figure out where AI fits in your business strategy, first, you have to figure out the real problem you want to solve and if AI is the solution.
juanpml.com/writing/2024...
If you are struggling to figure out where AI fits in your business strategy, first, you have to figure out the real problem you want to solve and if AI is the solution.
juanpml.com/writing/2024...
https://juanpml.com/writing/2024/1…
December 22, 2024 at 5:13 PM
Focus on the problem, not the solution!
If you are struggling to figure out where AI fits in your business strategy, first, you have to figure out the real problem you want to solve and if AI is the solution.
juanpml.com/writing/2024...
If you are struggling to figure out where AI fits in your business strategy, first, you have to figure out the real problem you want to solve and if AI is the solution.
juanpml.com/writing/2024...
Great use case of LLMs for classical ML: Using LLMs to easily extract data from texts into a structured format, to then convert the new structured data into features that can be used in ML models.
November 10, 2024 at 4:45 PM
Great use case of LLMs for classical ML: Using LLMs to easily extract data from texts into a structured format, to then convert the new structured data into features that can be used in ML models.
After 2 years of non-stop projects related to LLMs, RAG, embeddings, and other related stuff, I recently scoped a project with ML related stuff, which requires feature engineering, “classic” ML stuff, and it’s just exciting. I really hope the client decides to go on with the project. ✌️
November 10, 2024 at 7:11 AM
After 2 years of non-stop projects related to LLMs, RAG, embeddings, and other related stuff, I recently scoped a project with ML related stuff, which requires feature engineering, “classic” ML stuff, and it’s just exciting. I really hope the client decides to go on with the project. ✌️