Folio — EditionSakina Saifuddin© 2026
2021

A journey through code, data, and intelligent systems.

Folio — EditionSakina Saifuddin© 2026
SS
01Intro02Work03What I Build04Achievements05Experience06Expertise07Contact
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AI JOB SEARCHAUTOMATION

JOB OS

  • Finds jobs and checks each one is a real, official posting.
  • Uses Claude to keep only the jobs that truly fit.
  • Writes resumes, cover letters and outreach, then waits for my approval.
12automated stages
0messages sent without my approval
Visit the portfolio
website at:sakina-saifuddin / works
56414
Job OSSakina Saifuddin

AI JOB SEARCHAUTOMATION

Automate the job search, keep control
Fig. 1 — The full 12-stage n8n workflow.1
  1. Task
  2. My work
  3. Results
  4. Outcome

Automate the job search, keep control

  • A job search repeats the same steps again and again.
  • Doing it all by hand does not scale.
  • Fully automatic outreach without a human check is risky.
2
Only real, matching jobs get through
Fig. 2 — Early stages: rules, discovery and verification.3
  1. Task
  2. My work
  3. Results
  4. Outcome

Only real, matching jobs get through

  • Shared rules and resume data load from Google Drive.
  • Every posting is checked against the official employer page.
  • Claude decides if a job is a strong fit before anything is written.

Tools: n8n · Claude API · Google Drive

4
Warm intros and a human check
Fig. 3 — Later stages: materials, connections and review.5
  1. Task
  2. My work
  3. Results
  4. Outcome

Warm intros and a human check

  • Finds my first-degree LinkedIn connections at each company.
  • Drafts personalized outreach and follow-ups.
  • Logs everything in Airtable and waits for my approval.

Tools: LinkedIn data · Airtable

6
One tracked pipeline
Fig. 4 — Every branch ends at human review.7
  1. Task
  2. My work
  3. Results
  4. Outcome

One tracked pipeline

12automated stages
1place to track every job (Airtable)
0messages sent without approval
8
More time for the best roles
Fig. 5 — Each job moves through the graph.9
  1. Task
  2. My work
  3. Results
  4. Outcome

More time for the best roles

  • The repetitive work runs on its own.
  • I make the final call on everything that is sent.
  • Personal project: the evidence is the workflow itself.
10
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Technologies

n8n
Runs the whole pipeline.
Claude API
Judges fit and writes drafts.
Google Drive
Holds rules and resume data.
Airtable
Tracks every job and message.
What I did
  • Designed the 12-stage workflow and its shared rules.
  • Built the verification, AI fit-check and writing stages.
  • Set up Airtable tracking and the approval step.
12

JOB OS

  • Finds jobs and checks each one is a real, official posting.
  • Uses Claude to keep only the jobs that truly fit.
  • Writes resumes, cover letters and outreach, then waits for my approval.
12automated stages
0messages sent without my approval
Visit the portfolio
website at:sakina-saifuddin / works
56414
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