← Back to work
Company project · Quantico Trends · 2023
TrendRadar
A social-listening engine that surfaces emerging market trends before they peak.
5M
posts / day
<2min
trend latency
3x
forecast accuracy
Role
Senior Fullstack Developer
Stack
PythonReactRedisPostgreSQL
The problem
Marketers wanted to ride trends, but by the time a trend hit a report it was already saturated. Quantico needed earlier signal.
What I built
A streaming pipeline that ingests millions of posts a day, clusters them into emerging topics, and scores momentum — surfacing trends up to weeks before they peaked.
screenshot — trend momentum dashboard
Outcome
Tripled forecast accuracy versus the prior heuristic system and became the core of Quantico's product offering.
Keep exploring
See all projects →