Jeremy Arancio – Medium

Jeremy Arancio

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TDS Archive

How Did Open Food Facts Fix OCR-Extracted Ingredients Using Open-Source LLMs?

Delve into an end-to-end Machine Learning project to improve the quality of the Open Food Facts database

Oct 6, 2024

How Did Open Food Facts Fix OCR-Extracted Ingredients Using Open-Source LLMs?

Oct 6, 2024

DuckDB & Open Food Facts: the largest open food database in the palm of your hand 🦆🍊

Exploit the power of DuckDB to explore the largest open database in the food market.

Jul 21, 2024

DuckDB & Open Food Facts: the largest open food database in the palm of your hand 🦆🍊

Jul 21, 2024

Published in
TDS Archive

Parse Your Invoices with LayoutLM and Label Studio

Fine-tune LayoutLM on your invoices with the Transformers library, Label Studio, and AWS S3.

Apr 16, 2024

Parse Your Invoices with LayoutLM and Label Studio

Apr 16, 2024

Published in
TDS Archive

Scale your Machine Learning Projects with SOLID principles

How to write code that scales and accelerates your work as a data scientist or machine learning engineer.

Mar 12, 2024

Scale your Machine Learning Projects with SOLID principles

Mar 12, 2024

Published in
TDS Archive

Build Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation Forecasting

Learn how to create reproducible and ready-for-production Machine Learning pipelines through a Senior Machine Learning assignment

Jan 12, 2024

Build Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation Forecasting

Jan 12, 2024

Published in
TDS Archive

Building a Matching Tool to Help Start-Up Founders Find the Best Incubators: an End-to-End…

A project walkthrough to propose the best incubators for start-up founders, using Python, Pinecone, FastAPI, Pydantic, and Docker

Nov 26, 2023

Building a Matching Tool to Help Start-Up Founders Find the Best Incubators: an End-to-End…

Nov 26, 2023

Published in
Towards AI

Why are AI Products Doomed to Fail?

After one year of implementing AI features for various businesses, I share my perspective on the mistakes I see companies making with LLMs…

Nov 17, 2023

Why are AI Products Doomed to Fail?

Nov 17, 2023

Track your data with Data Version Control (DVC)

A data tracking tool that works along Git to make your Machine Learning projects reproducible.

Aug 27, 2023

Track your data with Data Version Control (DVC)

Aug 27, 2023

Fine-tune your LLM with AWS Sagemaker: build the best D&D assistant with generative AI

A walkthrough on how to leverage Sagemaker to perform supervised fine-tuning on large language models.

Aug 20, 2023

Fine-tune your LLM with AWS Sagemaker: build the best D&D assistant with generative AI

Aug 20, 2023

Published in
Towards AI

Fit Your LLM on a single GPU with Gradient Checkpointing, LoRA, and Quantization: a deep dive

Whoever has ever tried to fine-tune a Large Language Model knows how hard it is to handle the GPU memory.

Aug 3, 2023

Fit Your LLM on a single GPU with Gradient Checkpointing, LoRA, and Quantization: a deep dive

Aug 3, 2023

Jeremy Arancio

Jeremy Arancio

NLP Engineer & AI-ndependant - I help companies leverage texts using Machine Learning! - Reach out to me at https://linktr.ee/jeremyarancio

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