Machine Learning for Profile-Matching System

[v.1.0] (06/15/2023): Post published! During a recent interview for a software engineer intern position, I had an intriguing conversation with a start-up CEO. We discussed a software-system problem that presented an opportunity to gradually integrate a machine learning (ML) solution. The challenge involved a Software-as-a-Service (SaaS) platform that aimed to match buyers or customers with suitable sellers or agents. This blog chronicles my research into the fascinating profile-matching problem, with a specific focus on the matching algorithms employed....

June 15, 2023 · 14 min · Minh T. Nguyen

Designing Machine Learning Systems: A Summary

[v.1.0] (05/08/2023): Post published! Chip Huyen, a Vietnamese writer, computer scientist, and co-founder of Claypot AI, has an impressive background as a lecturer at Stanford and as a machine learning engineer at NVIDIA, Snorkel AI, Netflix, and Primer. I have been an avid reader of Chip’s books since her best-selling works in Vietnam, which inspired me to pursue my study-abroad journey in the U.S. Her latest book, published in June 2022, offers invaluable insights and practical advice on building reliable machine learning systems....

May 8, 2023 · 10 min · Minh T. Nguyen