Startups Aren’t About Incremental Changes Says Lin Qiao As Fireworks AI Takes the Ten-Times Leap

Lin Qiao’s journey from deciphering ship blueprints as a child to leading one of the most dynamic AI infrastructure companies today is nothing short of extraordinary. As the CEO and co-founder of Fireworks AI, her philosophy—“A single model is not enough”—has not only shaped her company’s meteoric rise but has also redefined how businesses approach AI development.

In just six months, Fireworks AI has achieved what many companies take years to accomplish: processing over 150 billion tokens and generating more than one million images daily. This 100-fold increase in traffic underscores both the company’s technical innovation and the surging demand for AI solutions. But the story of Fireworks AI is as much about technology as it is about Qiao’s visionary leadership.

Growing up, Qiao spent hours with her father, a senior mechanical engineer, learning the intricacies of ship blueprints. “My dad built massive cargo ships from scratch, and I loved learning to interpret the intricate angles and measurements,” she recalls. That early exposure to engineering shaped her analytical mindset, but it was a high school programming assignment—a simple snake game—that ignited her passion for computer science.

Her academic journey took her to a Ph.D. in distributed systems and database management by 2005, followed by pivotal roles at IBM, LinkedIn, and later, Meta (formerly Facebook). At Meta, Qiao witnessed a seismic shift in AI infrastructure as companies transitioned from CPUs to GPUs. She led a team that grew from five to 300, creating transformative tools like Caffe2 and PyTorch.