Scheduled Python pipeline that runs on cron or GitHub Actions (your choice)

Fetches data from 1-2 sources (API endpoints, web pages, or files in cloud storage)

Normalizes and cleans data to a defined schema

Persists to a lightweight DB (Turso / SQLite / Postgres if you have one)

Lightweight dashboard (React + TypeScript + Vite) that reads from the database and displays:

Dashboard deployed to Cloudflare Pages (or to your Vercel/Netlify if preferred)

Schedule runs at minimum daily (more frequent available if needed)

Output also delivered as scheduled email summary (HTML or plain text)

Full Python source code for the pipeline (modular, type-hinted, documented)

Front-end dashboard code (React + TypeScript)

Database schema setup script

.env.example with all credential keys

README explaining: how to run the pipeline locally, how the schedule is set up, how to redeploy the dashboard

One working cron schedule configured (via crontab on a server you provide, or GitHub Actions)

1 chart/section revision included

Scheduled re-scraping of CAPTCHA-protected sites (fall back to manual extraction or re-scope)

Bulk historical backfill >10k records (small backfill included, large one is custom)

Real-time streaming pipelines (Kafka, Kinesis, etc.)

Custom enterprise auth / SSO integration with the dashboard

1 round of revisions included (charts/sections). Pipeline logic revisions: $150/round thereafter.

Small team that manually builds weekly/monthly reports by exporting from multiple tools

Has at least 1 API or source to pull from and wants it on a panel they can check

Doesn't need enterprise BI — needs a working dashboard they manage themselves

List of 1-2 data sources (API URLs, scraped site, or cloud storage buckets)

Auth/credentials for each source

Description of what fields you want in the summary table

2 metrics you want charted (and how you want them visualized: line, bar, etc.)

1 KPI you want surfaced at top of dashboard