Writing
Posts, case studies, and implementation notes on data engineering, AI, and software work worth writing down.
In my previous article, I described how we use OpenAI’s Whisper model to transcribe radio and TV broadcasts for Monitorea, our media monitoring platform. At the …
Read article →A year ago I published a case study analyzing Share of Voice across Puerto Rico’s AM radio stations using Whisper transcriptions. The article ended with a long list …
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By the time you’re reading this, the landscape of Large Language Models (LLMs) has likely evolved further, but one thing remains constant: their usage in software …
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This is the first in a series of articles where I share my findings exploring Speech-to-Text (STT) ML models to transcribe and analyze spoken content in news media. In …
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The Analytics Engineer is a relatively new role that emerged during the “Modern Data Stack” trend of the last 5-10 years and was ”formalized” by dbt Labs. In this …
Read article →When working with Astronomer and Airflow for data processing and ETL tasks, it’s common to encounter scenarios where you need to interact with databases hosted within a …
Read article →I have been using Python for a while now, and managing dependencies and versions always has been a pain. macOS still comes with Python2.7, but most dev works have moved …
Read article →Recently I decided to do a clean install on my personal Mac at the same time and start optimizing my dev setup and overall productivity. The first step towards this goal …
Read article →I started to work as a data engineer when me and my team were tasked to automate some data sets and reports for the businesses/brands our team was supporting. The …
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