Father, founder, frontier engineer, and full-time builder.

I'm Brian Johnson, an engineer based in San Francisco. I'm a Staff Engineer in applied AI and research at Tavus.io, an AI humans company. I'm also a drone pilot, a photographer, a fashion designer, a Youtuber, and an angler (trout and rivers).

Sparrow-1: Human-Level Conversational Timing in Real-Time Voice

Sparrow-1: Human-Level Conversational Timing in Real-Time Voice

Sparrow-1 is an audio-native model that enables AI to respond with natural conversational timing. Instead of using silence-based endpoint detection, it continuously models conversational floor ownership at the frame level, achieving 100% precision with median latency of 55ms.

Aerbits: A New Era of Intelligence

Aerbits: A New Era of Intelligence

How modern transformer models like RT-DETR and YOLOv11, combined with SAM3 segmentation and vision-language models, are revolutionizing waste management from the sky. A complete backend rebuild delivers new capabilities for field crews.

The Pattern You Can't Unsee

The Pattern You Can't Unsee

On bridging the gap between experience levels, pattern recognition in engineering leadership, and how teams can learn to see what senior engineers see before it's too late.

The Mirror We Built

The Mirror We Built

AI is not an alien visitation. It's a mirror. Drawing on Nietzsche's amor fati, this essay explores what it means to actively affirm the transformation AI represents—not as passive acceptance, but as creative participation in shaping what comes next.

Understanding Ourselves in the Context of AI

Understanding Ourselves in the Context of AI

How will we leverage great wisdom to create great AI? As a dedicated AI enthusiast, I often find myself reflecting on the profound nature of this technology. I asked ChatGPT4 to help me think through this with help from some of the great thinkers in history, finally landing on quotes from Camus, Acton, and Einstein.

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Work

  1. Company
    Tavus
    Role
    Staff Engineer, Applied AI
    Date
  2. Company
    Aerbits
    Role
    Founder/CEO
    Date
  3. Company
    Zillow (acquired Trulia)
    Role
    Engineering Leader
    Date
  4. Company
    Trulia
    Role
    Senior Software Engineer
    Date
  5. Company
    rateGenius
    Role
    Head of IT / Engineering
    Date
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