Shreya Shankar

ABOUTPROJECTSWRITING
July 18, 2022 in #personal · 12 min read

Thoughts on ML Engineering After a Year of my PhD

July 09, 2022 in #systems · 15 min read

Notes on ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging

January 31, 2022 in #machine learning · 22 min read

The Modern ML Monitoring Mess: Research Challenges (4/4)

January 03, 2022 in #machine learning · 12 min read

The Modern ML Monitoring Mess: Failure Modes in Extending Prometheus (3/4)

December 13, 2021 in #machine learning · 9 min read

The Modern ML Monitoring Mess: Categorizing Post-Deployment Issues (2/4)

November 29, 2021 in #machine learning · 10 min read

The Modern ML Monitoring Mess: Rethinking Streaming Evaluation (1/4)

May 10, 2021 in #personal · 5 min read

Introducing mltrace

January 08, 2021 in #machine learning · 1 min read

Predictive Modeling: A Retrospective

December 11, 2020 in #personal · 3 min read

2020 Bookshelf

November 09, 2020 in #systems · 7 min read

Modeling Libraries Don’t Matter

August 21, 2020 in #machine learning · 17 min read

Get Rid of AI Saviorism

July 24, 2020 in #personal · 12 min read

Choosing Between a PhD and Industry for New Computer Science Graduates

June 29, 2020 in #machine learning · 11 min read

Reflecting on a Year of Making Machine Learning Actually Useful