Gabriel Tardochi Salles – Medium

Gabriel Tardochi Salles

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Gabriel Tardochi Salles

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…

Oct 25

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

Oct 25

Gabriel Tardochi Salles

Maximizing Efficiency: Loading Tabular Data with PyTorch DataLoader and BatchSampler

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

Jun 30

Maximizing Efficiency: Loading Tabular Data with PyTorch DataLoader and BatchSampler

Jun 30

Gabriel Tardochi Salles

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.

Apr 19, 2023

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

Apr 19, 2023

Gabriel Tardochi Salles

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.

Sep 14, 2022

A yellow car drifting.

Sep 14, 2022

Gabriel Tardochi Salles

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…

Oct 19, 2021

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

Oct 19, 2021

Gabriel Tardochi Salles

Gabriel Tardochi Salles

Machine Learning Engineer sharing practical insights and tutorials on data and AI. LinkedIn: www.linkedin.com/in/gabrieltardochisalles

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