Blog Tag · 8 posts
#machine-learning
8 posts tagged #machine-learning, newest first. Browse all tags.
2026
2 posts
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Real-Time Transformer Prediction at Autodesk
Notes from my 2022 machine learning internship at Autodesk, where I deployed a high-throughput transformer on a real-time event pipeline that analyzed more than one million user interactions a day for next-click prediction. #machine-learning #ai #portfolio -
PyTorch DDP for Fine-Tuning Gemma 4 on Multiple GPUs
How PyTorch DistributedDataParallel works and when it is the right tool for LoRA fine-tuning Gemma 4, with a complete torchrun script, memory math for the 12B model, and the failure modes that hang multi-GPU jobs. #pytorch #machine-learning #ai
2023
1 post
2022
1 post
2021
3 posts
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Install TensorFlow on Apple M1 (M1, Pro, Max) with GPU (Metal)
#getting-started #machine-learning #tensorflow -
Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)
Step-by-step setup for Kubeflow 1.2 on Digital Ocean Managed Kubernetes, with the cluster provisioned by Terraform and configured with kubectl, doctl, and kfctl. #docker #kubernetes #digital-ocean -
Install JupyterHub on AWS Elastic Kubernetes Service (EKS)
#aws #kubernetes #machine-learning
2020
1 post