Welcome to DS with Mac

I’m a Data Scientist turned Product Manager, that works with ML / AI powered data products. On this website I will share my thoughts, learnings and inspirations. All opinions here are my own.

Recent Posts

Unpopular Opinion - It's harder than ever to be a good data scientist

Posted: Oct 20, 2024 ·  Updated: Oct 25, 2024 · 32 min.
Data Science Career Advice

It is an understatement to say that AI, particularly the Data Science profession, is changing drastically with the introduction of GenAI and Large Language Models. In today's GenAI-driven world, being a good data scientist is more challenging than ever. In this article, I will summarize some of my thoughts and experiences working in traditional data science and, recently, AI engineering.

Intent Detection using LLMs

Jun 13, 2024 · 10 min.
Intent Detection Classification

Learn more about Intent Detection and how we can predict user intent using Langchain and LLMs.

NER using DSPy

Apr 1, 2024 · 16 min.
Prompt Engineering Declarative Programming

Using DSPy for extracting metadata data using NER

AI Odyssey February Edition

Posted: Feb 25, 2024 ·  Updated: Feb 26, 2024 · 14 min.
AI Machine Learning Data Science

10 AI, ML and Data Science-related announcements that excited me during February 2024.

Prompt Engineering for Named Entity Recognition (NER)

Posted: Jan 21, 2024 ·  Updated: Jan 27, 2024 · 15 min.
Prompt Engineering

Prompt Engineering Tips & Tricks for Named Entity Recognition (NER)

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