~/talk

Reinventing Event Photography: Transform Community Moments

Talkat Conf42 Machine Learning 2025 · on Thursday, 2025-05-08· [serverless, developer-experience]
slides:none on file

Builds a serverless pipeline that streams Sony ARW files into S3 via Transfer Family, triggers S3 + EventBridge + SQS + Step Functions + Lambda, extracts raw thumbnails with libraw, runs AWS Rekognition (faces/labels/moderation) and Bedrock, stores thresholds in DynamoDB and auto-selects edits. Outcome: 8,000 photos reduced to 4,200 candidates, ~$50 total for recognition and orchestration, saves ~60+ manual hours and delivers ready images to marketing and speakers reliably.

AI-written summary · about

  1. 0:00Welcome and Introduction
  2. 0:55About the Speaker
  3. 1:36The Photography Challenge
  4. 2:31Technical Solutions with AWS
  5. 4:39Building the Workflow
  6. 5:25Camera Setup and Shooting Strategy
  7. 6:33AWS Recognition and Automation
  8. 11:15Processing and Results
  9. 31:59Cost and Efficiency
  10. 32:53Final Thoughts and Takeaways
  11. 36:00Conclusion and Thanks
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.