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andyed/README.md

Psychodeli Background

creator of Optimoz '01, ye olde skool blogger '97.
by day Product @ Quora / Poe. on the side Psychodeli and iBlipper.

⏳ The Long Arc

  • 1988: Learns there are some things you can't unsee, given alt. Usenet newsgroups.
  • 1995: First webmaster gig, generated so many leads sales couldn't keep up.
  • 1999: moved to Silicon Valley for the dot-com crash
    • Paper: Personalized Search (defined personalization as a spectrum of individualization vs contextualization )
  • 2000: Optimoz — mouse gestures for Firefox. Douglas Engelbart (inventor of the mouse) weighed in, and the feature gap with Opera was closed.
  • 2001: Lucidity — open sourced "mouse miles" tracking before in-page analytics was a thing.
  • 2003: MS Human Factors at Clemson — Award-winning research, startup failed to launch.
  • 2004: Bing (Microsoft) — OG AI Evaluation PM in the quest to catch Google.
  • 2007: Scrutinizer — vision-simulating browser with Adobe Air real time rendering
  • 2016: Photoshop Discover Panel — search, documented as "in-app contextual help" for 30M+ users.
  • 2022: Poe — early creativity eval with Scale AI.
  • 2025: Revisiting my best projects with AI
Clemson CMU Mozilla Microsoft eBay Adobe Quora Meta LinkedIn

️ Quora Highlights

  • The "Best" Hack?: Wrote a 4-line loop at eBay to visualize cultural history (e.g. Hasbro, Chanel) by year. Most powerful code in 30 years.
  • On "Sessions": Defining the "window of maximum likelihood of non-return." It's just a timeout, but the math makes it meaningful.
  • Predicting Trends: Separating the heartbeat of humanity (holidays, SuperBowl) from the arrhythmia (disasters, viral flows).
  • Bringing Back Topic Pages: Product update post, ex. Umberto Eco topic page.
  • Command Line Photoshop: Fought the good fight for CLI in Photoshop. Spoiler: The CLI dream lives in my heart (and on Quora).

Twitter   LinkedIn   Quora

Pinned Loading

  1. scrutinizer2025 scrutinizer2025 Public

    foveal/peripheral vision simulator in a web browser

    HTML 7

  2. clicksense clicksense Public

    Mousedown→mouseup latency as cognitive signal. Vendor-agnostic click confidence measurement.

    HTML 3

  3. marginalia marginalia Public

    Typographic callout library — pull quotes, margin notes, drop caps, editorial layout. 15 components, zero dependencies.

    HTML

  4. fisheye-menu fisheye-menu Public

    Luxuriously usable cascading menus with Fitts's Law optimization

    JavaScript 4

  5. science-agent science-agent Public

    Improve scientific collaboration in AI-assisted research. Citation validation, claim verification, cross-file consistency.

    JavaScript 19 2

  6. attentional-foraging attentional-foraging Public

    Reanalysis of AdSERP dataset (Latifzadeh, Gwizdka & Leiva, SIGIR 2025): full AOI coverage, new type of gazeplot, mouse-gaze convergence, scroll regressions, ... null findings documented.

    Jupyter Notebook 2