Stefano Bosisio – Medium

Stefano Bosisio

Stefano Bosisio
in
Towards Data Science

Apache Beam: Data Processing, Data Pipelines, Dataflow and Flex Templates

In this first article, we’re exploring Apache Beam, from a simple pipeline to a more complicated one, using GCP Dataflow. Let’s learn what…

19 min readFeb 12, 2024

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Apache Beam: Data Processing, Data Pipelines, Dataflow and Flex Templates

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Stefano Bosisio

A Reverse-Engineer Approach to Explain Attention and Memory

In this post, I collected a lot of resources, to draw the history of attention, with example codes and attempts, as well as an attempt to…

19 min readDec 8, 2023

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A Reverse-Engineer Approach to Explain Attention and Memory

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Stefano Bosisio

Discovering Dagster orchestrator and how to deploy workflows on Kubernetes

My weekend immersion in Dagster, from pipeline creation to Kubernetes set up, what I learned, what I loved, what I hated

14 min readNov 24, 2023

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Discovering Dagster orchestrator and how to deploy workflows on Kubernetes

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Stefano Bosisio
in
Towards Data Science

Optimizing LLMs with C, and Running GPT, Llama, and Whisper on Your Laptop

In this first article, we’ll dive into ggml, the fantastic tensor library created by Georgi Gerganov. How does it work? How is the tensor…

15 min readSep 23, 2023

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Optimizing LLMs with C, and Running GPT, Llama, and Whisper on Your Laptop

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Stefano Bosisio
in
Towards Data Science

Understanding DeepMind matrix multiplication

DeepMind matrix multiplications on NVIDIA V100, Tesla T4 and a look at FBHHRBNRSSSHK — which is not me typing random letters!

7 min readFeb 11, 2023

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Understanding DeepMind matrix multiplication

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Stefano Bosisio
in
Towards Data Science

Understanding DeepMind and Strassen algorithms

An introduction to the matrix multiplication problem, with applications in Python and JAX

10 min readOct 22, 2022

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Understanding DeepMind and Strassen algorithms

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Stefano Bosisio
in
Towards Data Science

From Dev to Deployment: An End to End Sentiment Classifier App with MLflow, SageMaker, and…

In this tutorial, we’ll build an NLP app starting from DagsHub-MLflow, then diving into deployment in SageMaker and EC2 with the front end…

15 min readSep 22, 2022

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From Dev to Deployment: An End to End Sentiment Classifier App with MLflow, SageMaker, and…

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Stefano Bosisio
in
Towards Data Science

Machine Learning and Rust (Part 4): Neural Networks in Torch

Can we use PyTorch in Rust? What are Rust bindings? What’s tch-rs? A look on neural networks in Rust

10 min readAug 16, 2022

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Machine Learning and Rust (Part 4): Neural Networks in Torch

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Stefano Bosisio
in
Towards Data Science

The Bible under the NLP eye (Part 2)

The second part of our NLP exploration: Topic modelling, word embeddings and text similarity through TF-IDF and transfomers

11 min readJun 3, 2022

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The Bible under the NLP eye (Part 2)

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Stefano Bosisio
in
Towards Data Science

ML & Nuroscience: April 2022 must-reads

This month: Microsoft, INRI and IIIT tackle the brain-computer 💻 interface and Visio-linguistic Transformers to solve the brain encoding…

7 min readMay 17, 2022

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ML & Nuroscience: April 2022 must-reads

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Stefano Bosisio

Stefano Bosisio

Machine Learning Engineer, PhD in Computational Chemistry. My writing covers neuroscience research, coding tutorial and social-media analyses

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