One Workflow to Scrape ANY Job Board or Career Page of any company

Rishabh Singh — Thu, 28 Aug 2025 18:34:23 +0000

Searching for jobs can feel like a full-time job in itself.
Scrolling through listings, filtering by keywords, tailoring applications, it eats up hours every week.

So I decided to do what any lazy developer would do... I automated it. 🚀

Just add a URL in sheet, workflow will find, filter and notify.

Watch Demo 🎥

The Problem

Too many platforms (LinkedIn, Indeed, remote job boards, etc.)
Same repetitive filtering process every day
Hard to keep track of new postings

Instead of wasting my energy on job hunting, I wanted a workflow that does the boring stuff for me, only shows me relevant opportunities, and notifies me instantly.

The Solution: n8n + BrightData

If you haven’t used it before, n8n is an open-source workflow automation tool.

Here’s how my setup works:

Visit the URLs of career pages or job boards, use the filters available on the site and add the URL into a Google Sheet.
The workflow fetches openings from those URLs, and includes/excludes jobs if the role title contains certain keywords.
For each matching job, the workflow scrapes the full job description.
An AI model analyzes the description and decides if the job is actually relevant.
If it passes the check, I get a Telegram notification instantly.

Result:

No more endless scrolling, just the jobs that actually matter to me.

Best Part:

Since, extraction works by extracting links and their link texts, then visiting those links, so this workflow will work on any job board with two step filter(scraper + AI)!. No need of customizing the workflow for LinkedIn, Indeed, lever, workday...

Why This Is a Game Changer

Saves hours of job hunting every week
Never miss new opportunities
Scales easily, I can add more job sources anytime
Feels like I have a personal job-hunting assistant

Gist

https://gist.github.com/Heapnotizer/82153323498bdf95765ce8232d0a960a

💬 Any Suggestions? I’d love to hear your thoughts in the comments!

SpotMyFile: AI-Powered File Search for Your PC

Rishabh Singh — Sat, 07 Jun 2025 16:19:27 +0000

Hey DEV Community! 👋

I’m excited to share SpotMyFile, an open-source project I’ve been working on to make searching files and images on your computer smarter, faster, and more intuitive.
If you’ve ever struggled to find the right document, photo, or even a specific face in an image, this is for you!

🔍 What is SpotMyFile?
SpotMyFile is an AI-powered desktop tool that helps you search your files and images using:

🧠 Semantic Text Search: Find files by meaning, not just filename.
🧑‍🤝‍🧑 Face Recognition: Locate all photos of a specific person instantly.
🧸 Object Detection: Search using objects detected in images (curently only classes provided by YOLO).
🔐 Privacy-First: All processing happens locally on your device; no data leaves your machine.

🤖 Why I Built It
Most file search tools are limited to filenames or basic metadata. I wanted a smarter way to search, one that understands the content inside files and images.
That led me to build SpotMyFile using modern AI models for text embeddings, face detection, and image recognition.

🛠️ How It Works

💬 Text Embeddings: Understands the meaning behind your search queries.
📸 Face & Object Recognition: Scans your folder using face and object detection models.
⚡ Fast & Local: Runs completely offline; your data stays private.
🗂️ Smart Indexing: Extracted data is stored locally for fast searches the next time around.

Screeshots

🙌 Let’s Connect
Thanks for reading! If you have questions, ideas, or want to collaborate:

Drop a comment

Open an issue or PR

⭐️ Star the repo if you like it, it really helps!

Happy coding! 💻✨

P.S. Here’s the repo: https://github.com/Rishabh705/SpotMyFile/

Forem: Rishabh Singh