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David Haley

Life-long engineer & software alchemist. Official Google Cloud Expert. Available for consulting & contracting.

Location Oakland, California Joined Joined on  Personal website https://www.redwoodconsulting.io github website

Education

Stanford University, coding since six years old

Pronouns

He/him

Work

Software & cloud architect

Performance trap: general libraries & helper objects
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Performance trap: general libraries & helper objects

#performance #software #python #bioinformatics
Comments
3 min read

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Improve container build time by 70% w/ better caching
dchaley profile

Improve container build time by 70% w/ better caching

#docker #tensorflow #googlecloud #cicd
Comments
3 min read
Optimizing QuPath intensity measurements: 12.5 hr to 2min
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Optimizing QuPath intensity measurements: 12.5 hr to 2min

#performance #bioinformatics #kotlin #architecture
1
Comments
3 min read
Re-rebuilding TF2.8 image: 369 patches
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Re-rebuilding TF2.8 image: 369 patches

#docker #tensorflow #security #ai
Comments
1 min read
gs-fastcopy: get CPU count for upload workers
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gs-fastcopy: get CPU count for upload workers

#performance #cloudstorage #googlecloud #python
Comments
1 min read
Introducing gs-fastcopy
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Introducing gs-fastcopy

#python #performance #googlecloud #cloudstorage
2
Comments
2 min read
Ensuring GCE instances have full access to GCP APIs
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Ensuring GCE instances have full access to GCP APIs

#cloud #googlecloud #security
Comments
1 min read
Improve TensorFlow model load time by ~70% using HDF5 instead of SavedModel
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Improve TensorFlow model load time by ~70% using HDF5 instead of SavedModel

#tensorflow #performance #cloud #ai
Comments
2 min read
GitHub to Artifact Registry & Docker Hub via Cloud Build
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GitHub to Artifact Registry & Docker Hub via Cloud Build

#docker #github #cicd #cloud
1
Comments
4 min read
One Byte Explainer: Large Language Models
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One Byte Explainer: Large Language Models

#devchallenge #cschallenge #computerscience #beginners
1
Comments
1 min read
One Byte Explainer: Recursion
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One Byte Explainer: Recursion

#devchallenge #cschallenge #computerscience #beginners
Comments
1 min read
One Byte Explainer: Big O notation
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One Byte Explainer: Big O notation

#devchallenge #cschallenge #computerscience #beginners
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1 min read
One Byte Explainer: the Halting Problem
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One Byte Explainer: the Halting Problem

#devchallenge #cschallenge #computerscience #beginners
Comments
1 min read
Running DeepCell on Google Batch with node pools
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Running DeepCell on Google Batch with node pools

#googlecloud #serverless #bioinformatics #scale
Comments
1 min read
Using TensorFlow 2.8 on an Apple Silicon arm64 chip
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Using TensorFlow 2.8 on an Apple Silicon arm64 chip

#tensorflow #apple #gpu #hardware
3
Comments
3 min read
Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities
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Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities

#docker #tensorflow #ai #security
2
Comments
7 min read
Google Cloud Build + personal GitHub repos?
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Google Cloud Build + personal GitHub repos?

#cicd #googlecloud #github #automation
2
Comments
1 min read
Container size analysis: TensorFlow 2.8 base image vs Deep Learning
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Container size analysis: TensorFlow 2.8 base image vs Deep Learning

#docker #tensorflow #optimization #ai
1
Comments
9 min read
First impressions: GPU + GCP Batch
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First impressions: GPU + GCP Batch

#cloud #googlecloud #gpu #ai
Comments
2 min read
Algorithm edge cases vs notation
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Algorithm edge cases vs notation

#algorithms #debugging #python #programming
1
Comments
3 min read
reading: Wrangling a Python monorepo
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reading: Wrangling a Python monorepo

#python #monorepo #learning
Comments
1 min read
Running a Vertex AI custom container
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Running a Vertex AI custom container

#cloud #serverless #ai #containers
Comments
1 min read
How to debug Cython C?? 🤔
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How to debug Cython C?? 🤔

#debugging #cython #python
Comments 2
1 min read
Benchmarking project update: new issue views 📓
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Benchmarking project update: new issue views 📓

#projectmanagement #github #engineering #tidying
Comments
1 min read
Building a Vertex AI custom job container
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Building a Vertex AI custom job container

#vertexai #containers #cloud #serverless
Comments
1 min read
Using chaos to build confidence in software rewrites
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Using chaos to build confidence in software rewrites

#programming #testing
1
Comments
2 min read
The cost of types
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The cost of types

#types #programming #theory
Comments 1
1 min read
Language types for integration safety
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Language types for integration safety

#api #types #theory #programming
Comments
1 min read
Kotlin in the browser
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Kotlin in the browser

#webdev #programming #javascript #kotlin
3
Comments
3 min read
Get GPU names + counts with TensorFlow API
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Get GPU names + counts with TensorFlow API

#tensorflow #gpu #ai #googlecloud
1
Comments
1 min read
Getting notebook's machine type on Vertex AI
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Getting notebook's machine type on Vertex AI

#vertexai #googlecloud
Comments
1 min read
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