Blog

Thoughts on ML, product development, and building things

Coding with Cursor: My Quick Thoughts on the Future of IT Work
•4 min read

Coding with Cursor: My Quick Thoughts on the Future of IT Work

Reflections on using AI coding assistants like Cursor, exploring how they're changing software development and what this means for the future of tech jobs.

LLMDiscussion
Building a Cloud-Based Data Pipeline: From Apple Health to BigQuery
•7 min read

Building a Cloud-Based Data Pipeline: From Apple Health to BigQuery

A detailed walkthrough of building an automated, cloud-based pipeline that ingests Apple Health data into BigQuery using Health Auto Export, Google Drive, Cloud Functions, and more.

GCPData PipelineTutorial
Build an Agent for Data Visualisation: Plotly.js + Gemini
•6 min read

Build an Agent for Data Visualisation: Plotly.js + Gemini

A step-by-step guide on creating an AI agent that generates interactive data visualizations using Plotly.js and Google's Gemini model

LLMData VizTutorial
Who is Target User? — LLMs for Text-to-SQL Discussion Series
•5 min read

Who is Target User? — LLMs for Text-to-SQL Discussion Series

A deep dive into identifying and understanding target users for Text-to-SQL tools, exploring the challenges and opportunities in building for both data professionals and non-technical users.

LLMText2SQLDiscussion
LLM for Text2SQL: Paper Notes and Thoughts Beyond Paper (2024)
•11 min read

LLM for Text2SQL: Paper Notes and Thoughts Beyond Paper (2024)

A comprehensive review of recent Text-to-SQL papers, covering prompt engineering techniques, model architectures, and practical considerations for industrial applications.

LLMText2SQLDiscussion