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queirozf com navigation tags last updated archive archive other writing other writing about about queirozf com home paper summary paper summary operationalizing machine learning an interview study 20 jun 2026 summary of the 2022 article operationalizing machine learning an interview study by shankar et al read more software architecture error messages in internal tools patterns and lessons learned 12 mar 2026 one of the biggest hurdles when writing internal tools is related to handling errors here are a few lessons learned and patterns from decades of development read more feature engineering on dealing with inflation effects on ml models 22 feb 2026 empirical tips on how to make machine learning models more robust when you are in a high inflation scenario read more python package management integrating uv conda and pip without going crazy 13 jan 2026 personal reference on how to use conda uv and pip to manage python projects regardless of their structure read more product management the tell tale sign of great product management 21 dec 2025 one of the tell tale signs of great pm work is that from the user s pov problems seem to get fixed as if by magic every little annoyance disappears as if there were someone on the other side reading your mind it turns out there is read more cursor fighting to enable user provided snippets on cursor 19 dec 2025 self directed log on how to enable and troubleshoot autocompletion for user created snippets when using cursor read more paper summary instruction tuning language modeling paper summary kto model alignment as prospect theoretic optimization 21 jul 2025 summary of the 2024 article kto model alignment as prospect theoretic optimization aka the kto paper by ethayarajh et al read more paper summary instruction tuning language modeling paper summary a general theoretical paradigm to understand learning from human preferences 21 jul 2025 summary of the 2023 article a general theoretical paradigm to understand learning from human preferences aka the ipo paper by azar et al read more paper summary language modeling instruction tuning paper summary fine tuning language models from human preferences 20 jul 2025 summary of the 2019 article fine tuning language models from human preferences by ziegler et al read more real time machine learning practical tips for more robust real time ml models 09 jul 2025 quick introduction and some practical tips on how to make a real time ml model more robust and less sensitive to changes in features at inference time read more blog archive next about this site technology reference and information archive more other contact atom feed sitemap xml credits theme by phlow favicon by webalys created with jekyll