Publications & Writings

I write technical articles, design guides, and tutorials about large-scale machine learning systems, data analytics, and distributed infrastructure. Below is a collection of my published writings and contributions:

Evaluate AI Models with Vertex AI & LLM ComparatorReviewerContributor
Feb 2025 • Google Cloud Blog
Grow-on-Google Prompting CourseReviewerContributor
May 2024 • Grow with Google
Generative AI Applications with Vertex AI PaLM 2 Models and LangChainAuthor
Aug 2023 • Google Cloud Blog
Efficient PyTorch Training with Vertex AIAuthor
Dec 2022 • Google Cloud Blog
Hyperparameter Tuning R Models on Vertex AIAuthor
Dec 2022 • Google Cloud Blog
Train and Deploy ML Models with R and Plumber on Vertex AIContributor
Jul 2022 • Google Cloud Blog
Ingest Geospatial Data from Earth Engine into BigQuery using GeobeamContributor
Jun 2022 • Google Cloud Blog
Orchestrating PyTorch ML Workflows on Vertex AI PipelinesAuthor
Feb 2022 • Google Cloud Blog
PyTorch/XLA: Performance Debugging on Cloud TPU VM: Part IIIReviewer
Jan 2022 • Google Cloud Blog
PyTorch on Google Cloud: How to Deploy PyTorch Models on Vertex AIAuthor
Sep 2021 • Google Cloud Blog
PyTorch on Google Cloud: How To Train and Tune PyTorch Models on Vertex AIAuthor
Sep 2021 • Google Cloud Blog
Scaling Deep Learning Workloads with PyTorch / XLA and Cloud TPU VMContributor
Jul 2021 • Google Cloud Blog
Scale Model Training in Minutes with RAPIDS + Dask + NVIDIA GPUsContributor
Feb 2021 • Google Cloud Blog
Serving Machine Learning Models in Google Cloud: Part 3Reviewer
Feb 2021 • Medium
An Accelerated Big Data Workflow for the Data AnalystContributor
Jan 2021 • Towards Data Science
Using NVIDIA Triton Inference Server to deploy custom models on Vertex AIAuthor
Jan 2021 • Technical Reference Guide
Serving Machine Learning Models in Google Cloud: Part 2Reviewer
Jan 2021 • Medium
Machine Learning Design PatternsReviewer
Dec 2020 • O’Reilly Media
Serving Machine Learning Models in Google Cloud: Part 1Reviewer
Dec 2020 • Medium
BigQuery Explained: Working with Joins, Nested and Repeated DataAuthor
Nov 2020 • Google Cloud Blog
BigQuery Explained: Data Manipulation Language (DML)Author
Nov 2020 • Google Cloud Blog
Lightweight Yet Scalable TensorFlow Workflow on Google CloudContributor
Nov 2020 • Towards Data Science
BigQuery Explained: Data IngestionAuthor
Oct 2020 • Google Cloud Blog
BigQuery Explained: Querying Your DataAuthor
Oct 2020 • Google Cloud Blog
How to Make an ML Model Inference on KFServing from Container AppsReviewer
Oct 2020 • Medium
BigQuery Explained: StorageAuthor
Sep 2020 • Google Cloud Blog
BigQuery Explained: OverviewAuthor
Sep 2020 • Google Cloud Blog
PyTorch on Google Cloud: How To Train PyTorch Models on AI PlatformAuthor
Sep 2020 • Google Cloud Blog
Building CI/CD Pipelines for a Data Lake’s Serverless Data Processing ServicesContributor
Mar 2020 • Google Cloud Community
Build End-to-End Machine Learning Workflows with Amazon SageMaker and Apache AirflowAuthor
May 2019 • AWS ML Blog