Gabriel Tardochi Salles – Medium

Gabriel Tardochi Salles

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Gabriel Tardochi Salles

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Oct 25, 2024

Multimodal Retrieval: Learning Deep Supervised Representations with Online Hard Triplet Mining

Finetuning a modified version of OpenAI’s CLIP to leverage already aligned image and text encoders for accurate, jointly learned…

Multimodal Retrieval: Learning Deep Supervised Representations with Online Hard Triplet Mining

Gabriel Tardochi Salles

·

Jun 30, 2024

Maximizing Efficiency: Loading Tabular Data with PyTorch DataLoader and BatchSampler

Learn how to prepare dynamically shuffled micro-batches from DataFrames correctly

Maximizing Efficiency: Loading Tabular Data with PyTorch DataLoader and BatchSampler

Gabriel Tardochi Salles

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Apr 19, 2023

An Uncommon But Efficient Take on Passing the AWS Certified Machine Learning Specialty Exam

A guide for experienced ML practitioners who don’t feel like studying AWS services for months only to acquire that pretty badge.

An Uncommon But Efficient Take on Passing the AWS Certified Machine Learning Specialty Exam

Gabriel Tardochi Salles

·

Sep 14, 2022

Expect the Unexpected — Detecting Post Model Deployment Data Drifts

It’s best not to wait for others to tell you that your Machine Learning model is misbehaving.

A yellow car drifting.

Gabriel Tardochi Salles

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Oct 19, 2021

NLP — Efficient Semantic Similarity Search with Faiss (Facebook AI Similarity Search) and GPUs

Similarity search has never been more present in everyone’s lives — more often than ever, we face information repositories where objects…

NLP — Efficient Semantic Similarity Search with Faiss (Facebook AI Similarity Search) and GPUs

Gabriel Tardochi Salles

Gabriel Tardochi Salles

ML Engineer at Uber. Sharing practical insights and tutorials on data and AI. LinkedIn: www.linkedin.com/in/gabrieltardochisalles

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