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Howdy!

Thanks for visitng my website! I'm Tim, I'm a Product Manager at American Express working on AI and recommendation products in their Digital Labs unit. Outside of work, I would describe myself as a general enthusiast and inforvore, who tends to get excited about a wide range of things and is always eager to rabbit hole

Top of mind

Discovery Products and Recommendation Systems

This is the focus area of my current work: figuring out how to user transaction data to help users decide where to go to next and what to do there

Personal Knowledge Management

I like to read and learn, but the rate at which I come across interesting content dwarfs the rate at which I can consume it. Keen on finding the best way to triage all of the content I come across to maximize learning

Writing More

Pretty sold that I need to consume less and create more. Think this starts with writing more, especially with Pen and Paper

Latest

Writing

writing

2025-08-17

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Log

Reading

reading

Complete

Hero of an Empire

Novel by Candice Millard about a young Winston Churchill escaping from captivity as a prisoner of war during the British Empire's war with the Boers of present-day South Africa. As a Churchill stan, I greatly enjoyed this book.

Selected

Projects

Map

Things I'm Into

Cars

One of my new principles (pending admission to the code of conduct) is: If you’re really into something, you should be able to concisely and compellingly explain why. If you think it’s so special, you should evangelize it One of my favorite qualities is that I am a very excitable person who tends to get quickly and deeply fixated on things. However, I often feel guilty saying “I’m really into XYZ” because I don’t feel like I actually have the experience and knowledge to back it. For instance, I love skateboarding, but if asked what is something I’m really into, more often than not I wouldn’t say skateboarding (or at least wouldn’t say it unironically). The reason being is that I am a mediocre skateboarder at best. Also, I don’t really know skateboarding and the surrounding culture deeply. Someone actually in the world would think I am a fraud. Now this is definitely all partially a function of me just being excessively self conscious about me feeling like an imposter. However, I think a productive antidote for this feeling is to put the principle above into practice. So, for the first instance of this, I’m going to explain the logic behind 2 things that are currently getting me very excited: 1) F1 and sports cars (Ferrari and Porsche in particular) and 2) The River (from Nate Silver’s book, On the Edge). Starting with cars, this one is resurfacing from when I was a child. My first dream job was to be a designer at Porsche. Somewhere in the vaults of the art collection my mother preserves there are dozens of low fidelity mock-ups of two-door Porsche variants to prove this. This obsession with cars ignited from my listening of the Acquired podcast on F1. The rich history of the sport reads like a Hollywood movie, and the core ethos that persists to today is hard to not become entranced by. There are a couple of other pieces of content that have deepened my obsession: the F1 Movie with Brad Pitt and the Enzo Ferrari biopic with Adam Driver. The F1 movie really makes you appreciate how these cars are military grade specialized machinery. They cost $100m+ to develop and maintain. It’s literally like a fighter jet. You also leave with a better appreciation of the difficulty of operating one of these vehicles. The drivers in these 22 coveted seats are elite athletes. Research shows that, yes, 60-90% of a team’s performance can be attributed to the constructor, the raw spend and engineering prowess. However, that 10 - 40% of performance which is attributable to driver skill is nothing to scoff at. A driver like Max Verstappen gets half a second per lap, controlling for car quality, as compared to a solid middle of the pack performer. There’s also a major strategic component with equipment management that I had never appreciated as a distant spectator before watching the movie. Given the history of F1 is closely intertwined with the history of Ferrari, the Enzo biopic similarly made me appreciate the engineering prowess. The key addition to my car obsession that came from my journey into the Ferrari history books was the heritage and craftsmanship. Enzo was obsessed with engines and raw power, but he was also a world class marketer. He cultivated an aura around Ferrari, analogous to the old fashion houses of France. The combination of engineering excellence, heritage, craftsmanship, prestige the the national pride