Much of our heatmaps are built on batch data outputs stored in Rain At Strava, we love maps — some of our most loved features are nestled on map surfaces. My team, the Geo team, is focused on building and improving these products. On the Geo and Metro teams, we tend to work with large datasets: aggregations of open source…
Strava
https://medium.com/strava-engineering/ · 10 posts · history since 2022 · active
24 Jan 2025
18 Jan 2024
Strava challenges offer a fun way for athletes to compete against themselves and others! Back in 2020, our legacy challenge leaderboard system was running into bottlenecks and scalability problems on a regular basis, and we often found ourselves putting out fires to keep the system stable. In late 2020 and early 2021, I worked on a project to replace the…
8 Jan 2024
Hi my name is Bisman and I studied Computer Science at University of California, Santa Barbara. During summer of 2022, I had the most amazing experience working as a Software Engineer Intern on Strava’s Data Platform Team. In the first fews weeks, I learned the tools my team uses and then spent the rest of the time working on my…
8 Nov 2023
First and foremost, I express my gratitude for stopping by my corner of the internet! I trust that the content that follows will provide valuable insights and prove beneficial to individuals interested in the Machine Learning Engineer(MLE) internship opportunity at Strava or just general ML work. About me Greetings from Shuyi! Currently a fifth-year Ph.D. candidate in Statistics at ASU,…
26 Apr 2023
Tens of thousands of API applications interact with Strava’s publicly available API, from small projects whose only users are the developers who created them to larger partners like Garmin, Zwift, Wahoo, or Peloton, who upload thousands of activities to Strava daily on our athletes’ behalf. Recently the API & Platform team undertook a project to redefine the way that Strava…
15 Nov 2022
Me and my mentors Patrick & Nomnoms Introduction Hi, my name is Navika Budhraja and I’m a rising senior at UC San Diego studying Computer Science. This summer I was a web-frontend engineering intern on the Athlete Services team and consequently, got to learn a lot about how to develop athlete-facing products! During my internship, I worked with 3 other…
8 Nov 2022
First and foremost, thanks for visiting my little slice of the internet! I hope the following is both insightful and comedic as I plan to @inject well constructed jokes throughout this post. Introduction Hello! My name is Aleksei and at the time of writing this I’m a rising Senior perusing a Bachelors of Science in Computer Science at the Rochester…
1 Nov 2022
My name is Avery Dunn and I am a rising master’s student at Washington University in St. Louis studying computer science. For the past 12 weeks, I have been a software engineering intern on the API & Platform pod of the Foundation team. I am an active Strava user and have been for approximately 3 years with my favorite activity…
28 Oct 2022
This post discusses the algorithm behind Personal Heatmap, one of Strava’s most acclaimed subscriber features. Product Overview The Personal Heatmap feature has been around in some form since 2015, but we gave it a major overhaul in 2020. For those unfamiliar, the heatmap is an aggregated view of an athlete’s GPS-enabled activities on Strava. Activity data is rendered onto a…
25 Oct 2022
About Me: Hey there! My name is Ryan, and I come from an unconventional background. I am not like most interns from the group in 2022. I’ve dropped out of college 3 times, worked in different fields for about 10 years, then transitioned into a bootcamp. Now working with Strava, they have set the expectation of what it should be…