Personal site of Todd Ballowe — Head of Engineering & AI at Madison AI, lifelong guitarist, and sometime writer of fiction and essays. rhymeswithshallow.https://toddballowe.com/https://toddballowe.com/from-chords-to-code-my-musical-journey-and-madison-ai/https://toddballowe.com/from-chords-to-code-my-musical-journey-and-madison-ai/Music has always been the rhythm of my life. From the early days of strumming my first guitar to the countless hours spent composing melodies that spoke to my soul, music was more than a passion—it was my identity. But as life unfolded,…Thu, 01 May 2025 00:00:00 GMTArtificial IntelligenceBlogCodinghttps://toddballowe.com/how-building-madison-ai-screwed-with-my-philosophy-and-saved-my-inner-writer-sort-of/https://toddballowe.com/how-building-madison-ai-screwed-with-my-philosophy-and-saved-my-inner-writer-sort-of/Let’s start with the obvious: building an AI company was never on my bingo card. I didn’t grow up thinking, “One day, I’ll use Python to disrupt public service workflows and build municipal software so elegant it makes the DMV weep.” No. I…Sun, 20 Apr 2025 00:00:00 GMTArtificial IntelligenceBlogCodinghttps://toddballowe.com/punch-cards-and-poetry-a-coders-journey-through-time/https://toddballowe.com/punch-cards-and-poetry-a-coders-journey-through-time/The journey of a coder is a winding road, full of unexpected turns, frustrating dead ends, and moments of pure exhilaration. Also, a frequent desire to bang your head against a fucking wall. It's a path I've been walking for a while now,…Sun, 30 Mar 2025 00:00:00 GMTArtificial IntelligenceBlogCodinghttps://toddballowe.com/my-life-in-code-marvelous-3-ai-search-and-the-occasional-existential-crisis/https://toddballowe.com/my-life-in-code-marvelous-3-ai-search-and-the-occasional-existential-crisis/Alright, imaginary friends, gather 'round the virtual campfire. Today, we're diving deep into the labyrinth of my memories and code files to unearth some hidden gems. You asked for details about the band Marvelous 3 and my experiences with…Thu, 27 Mar 2025 00:00:00 GMTArtificial IntelligenceCodinghttps://toddballowe.com/the-long-and-winding-road-to-hybrid-search-a-facebook-flashback/https://toddballowe.com/the-long-and-winding-road-to-hybrid-search-a-facebook-flashback/Hey everyone, I wanted to take a bit more time to share the story behind the development of the madisonhybridsearch function at Madison AI. It wasn't a walk in the park, and looking back at some of my old Facebook posts, it's funny how…Wed, 26 Mar 2025 00:00:00 GMTArtificial IntelligenceCodinghttps://toddballowe.com/early-days-with-azure-search-ai-the-time-i-almost-gave-up-on-ai-powered-search/https://toddballowe.com/early-days-with-azure-search-ai-the-time-i-almost-gave-up-on-ai-powered-search/Not long ago, I was just a guy trying to make search not suck. My first attempts at AI-powered search? Disasters. If I had a dollar for every time I thought, “this is completely broken,” I’d be retired by now.Tue, 18 Mar 2025 00:00:00 GMThttps://toddballowe.com/the-frustrations-of-data-processing-ai-bureaucracy-and-the-never-ending-battle-for-clean-data/https://toddballowe.com/the-frustrations-of-data-processing-ai-bureaucracy-and-the-never-ending-battle-for-clean-data/As the Lead AI Solutions Architect at Madison AI, my job isn’t just to build AI systems—it’s to make them work in the real world. And if there’s one universal truth I’ve learned, it’s this:Sat, 15 Mar 2025 00:00:00 GMTArtificial IntelligenceCodinghttps://toddballowe.com/from-lamp-to-python-typescript-my-journey-into-modern-development/https://toddballowe.com/from-lamp-to-python-typescript-my-journey-into-modern-development/There was a time when I thought I had it all figured out. A website was a series of carefully stacked bricks—HTML, CSS, PHP, jQuery—arranged just so, and if the wall didn’t collapse under the weight of its own contradictions, I called it a…Thu, 20 Feb 2025 00:00:00 GMTArtificial IntelligenceCodinghttps://toddballowe.com/madison-ai-the-governance-ai-born-out-of-pure-frustration/https://toddballowe.com/madison-ai-the-governance-ai-born-out-of-pure-frustration/At the time Madison AI began, artificial intelligence was just emerging into the public conversation in a big way. While AI was being hailed as the future, government workflows were still stuck in the past—bogged down by manual processes,…Fri, 07 Feb 2025 00:00:00 GMTArtificial IntelligenceCodinghttps://toddballowe.com/wont-find-facebook/https://toddballowe.com/wont-find-facebook/Recently, I took a year off of Facebook. I would occasionally log in to make sure I wasn't missing any messages from loved ones, but otherwise I kept away. And you know what? I was a happier individual. No more worries about those…Wed, 13 Feb 2019 00:00:00 GMTBloghttps://toddballowe.com/hallucigenia/https://toddballowe.com/hallucigenia/I stood next to the GraniTight™-topped island in my kitchen, procrastinating over a cup of coffee by considering the spurious nature...Tue, 02 May 2017 00:00:00 GMTMusingshttps://toddballowe.com/the-carafe/https://toddballowe.com/the-carafe/Alexandra was leaning up against balustrade for the laminated bamboo stairs...Tue, 02 May 2017 00:00:00 GMTMusingshttps://toddballowe.com/in-the-beginning/https://toddballowe.com/in-the-beginning/35 years... The first guitar I ever picked up belonged to my father. I can't remember for certain, but I don't think he even knew how to play a single chord on it, tune it, or why he had it. The image of it is clear to me today... pale…Thu, 20 Jan 2011 00:00:00 GMTMusingshttps://toddballowe.com/the-regurgitation-explanation/https://toddballowe.com/the-regurgitation-explanation/2010, the year of the exploding appendix. a story of optimism.Tue, 11 Jan 2011 00:00:00 GMTMusings