$ whois kevloves
$ cat about.txt
My name is Kevin, and I'm a Software Engineer at Meta, working on the account identity infrastructure behind cross-app account linking for Facebook, Instagram, and Threads. Most of it lives at the seams: unifying APIs that drifted apart, moving legacy systems onto shared frameworks without breaking the products sitting on top of them, and hunting down the data inconsistencies and latency regressions that only surface at production scale.
Before Meta, I spent over five years building enterprise security software — first at Bitglass and then at Forcepoint after the 2021 acquisition — designing cloud Data Loss Prevention systems that processed 10M+ objects per day, real-time webhook pipelines for threat detection, and the Elasticsearch-backed analytics that sat on top of them.
Most of my work has lived in the messy middle of backend systems — taking architectures that started life as polling loops or single-process scanners and turning them into horizontally scalable services that hold up under real production load. I'm drawn to problems where the data volume is uncomfortable, the latency budget is tight, and the right answer is still something you can debug at 2 AM.
I hold an MS in Computer Science from the University of California, Davis, and a BS in Biology from National Taiwan University. The detour through biology turned out to be more useful than I expected — it taught me to think in systems and treat every black box as something worth opening up.
Outside of work I play guitar and sing — music has been the constant that keeps everything else from feeling too algorithmic. I also shoot photos and travel whenever I can; the two pair well enough that I've started thinking of a trip as half tourism, half visual scavenger hunt.
The other half of my free time goes to reading — markets and investing, economics (both micro and macro), and world history. I find the way the three line up across centuries genuinely fun to think about. Lately I've been deep in the AI, semiconductor, and space sectors; all three feel like they're moving fast enough that you have to pick a corner and keep watching.
If you'd like to chat about any of the above, feel free to reach out.
$ cat work/meta.txt
- Account identity infrastructure behind cross-app linking for Facebook, Instagram, and Threads — unified APIs, framework migrations, and staged rollouts across web, mobile web, and native clients.
- Removed an unnecessary write-ordering barrier: ~150ms off account linking and 5–7% off registration latency, after auditing 40+ downstream consumers to prove the change was safe.
- Took a critical account attribute from 92% → 99.9% consistency by tracing the root cause to faulty query filtering, and killed a redundant create/delete cycle responsible for 55% of daily writes.
- Chased a production-only out-of-memory failure through a four-layer call chain — page load 10.4s → 3.4s, backend queries −78%.
- Automated consistency rules that detect and repair mismatched account state, clearing thousands of latent inconsistencies before a major launch.
- Built an internal AI coding-agent plugin (10+ reusable workflow skills) now used by teams across the org.