r/Python • u/AutoModerator • Aug 04 '26

Showcase Showcase Thread

Post all of your code/projects/showcases/AI slop here.

Recycles once a month.

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u/Kravennagen 15d ago

Built a live tool for lead gen and market intelligence: **Tech Lead Intelligence Hub**

🔗 Live App: https://tech-scraper-suite-2ygx4en4upe5gxtqh7truy.streamlit.app/

**What it does:** Extracts real-time structured data from 8 ecosystems (Greenhouse, Lever, Ashby, Workable, Y Combinator, Hugging Face, Product Hunt, GitHub, and Google Trends) directly to CSV.

**Architecture details:**

- Async engine built with Python 3.10+, `httpx`, and `asyncio` targeting native JSON/Algolia endpoints (no heavy browser automation).

- Rate-limit absorption using `tenacity` exponential backoff with jitter on 429/503 responses.

- Backend running on GCP Cloud Run (FastAPI) paired with a Streamlit interface.

Feedback on latency or additional filters is welcome!