94ICON

David Sandberg

STGaláctico@davidsandbergJupyter Notebook

GENERATIONAL TALENThall-of-fame maintainer, high and balanced, earned over years.

Based on public GitHub activity only. Not a full picture of private work.

TRAITS

Tech range2 languages on their public profile.
BalanceTheir three weakest scores average 72/99. Higher means fewer soft spots.
Shipping / careHigh / MedShipping High from recent activity and impact; care Med from reviews and issues.
CadenceControlledA long, steady track record.

SIGNALS

  • Star Magnet14k stars earned.
  • Viral Hit14k stars on one repo.
  • Magnetic1.3k followers.
  • Veteran11 years on GitHub.
davidsandberg
94
ST
seJupyter Notebook
SANDBERG
70PAC
81DRI
94SHO
64DEF
82PAS
88PHY
GITWORK.GETUIGEN.DEV
@davidsandberg

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GITHUB METRICS

Stars earned14k stars78
Top repo reach14k stars80
Followers1.3k followers62
Languages2 languages39
Contributions581 contributions58
Account age11 yrs89
Repositories5 repos33
Active years5 yrs64

AI Summary

Cached·

David Sandberg earns a 94/99 scout score for high-impact public shipping, centered on Python and Jupyter Notebook work.

  • High-impact public outcomes: 14,393 stars earned, with 14,340 on one flagship repository across 5 public repos.
  • Sustained output over time: 581 recorded contributions across 5 active years on an 11-year GitHub account.
  • Collaboration is scored at 82 in the model, but indexed public GitHub data shows 0 pull requests and 0 reviews.
  • All signals come from public GitHub activity only; 1,331 followers indicate strong public visibility, not private employer output.

Strong fit for feature delivery and high-impact shipping roles where public proof of reach and adoption matters. The profile reads as a long-tenured, balanced maintainer with a controlled working style, backed by an exceptionally large public footprint rather than a wide language stack (2 languages). Treat the strong collaboration score as a formula signal and validate day-to-day teamwork in interview, since visible PR and review volume is absent in the public record.

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davidsandberg
94
ST
seJupyter Notebook
SANDBERG
70PAC
81DRI
94SHO
64DEF
82PAS
88PHY
GITWORK.GETUIGEN.DEV
@davidsandberg
GALÁCTICO
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