Matt AmbrogiinTowards Data Science10 Ways to Improve the Performance of Retrieval Augmented Generation SystemsTools to go from prototype to production9 min read·Sep 18, 2023--15--15
Matt AmbrogiinTowards AIHow to Evaluate the Quality of LLM-based ChatbotsStrategies for programmatic and qualitative evaluation of chatbots built with GPT and LlamaIndex10 min read·May 18, 2023----
Matt AmbrogiThe Issue with Data Supported ChatbotsFour problems I’m researching11 min read·Apr 19, 2023----
Matt AmbrogiinTowards Data ScienceUsing the Strava API and Pandas to Explore your Activity DataHow to download and analyze your Strava activities using Python13 min read·Dec 21, 2020--8--8
Matt AmbrogiinProduct CoalitionHow to get into product management with ‘the wrong’ background.Strategies for switching into a product management role when you don’t fit the cookie cutter criteria.8 min read·Nov 19, 2020----
Matt AmbrogiinProduct CoalitionProduct interviews are not about product.Why product management interviews don’t filter for real product skills.3 min read·Aug 6, 2020--1--1
Matt AmbrogiA five question framework to help you automate analyticsUse these five questions to help you strategically automatic reports, monitoring, and analytics.5 min read·May 7, 2020----
Matt AmbrogiStart (browsing) with gratitudeA Chrome homepage that helps me see the bright side.3 min read·Jan 16, 2020----
Matt AmbrogiTime flies…faster and fasterWhy every year feels a little faster4 min read·Jan 7, 2020----
Matt AmbrogiinUX CollectiveA checklist for user interviewsIf I had one hour to teach a complete beginner how to do user interviews, I’d point them to a talk from Cindy Alvarez.4 min read·Nov 5, 2019----