Introducing Kulch.site

Do you get tired of pasting your CV into ChatGPT or Claude every time you apply for a new job — tweaking the same lines over and over?

I did.

So I built Kulch — a free CV workspace built around one simple idea:

> You don't need one "perfect" CV. You need a truthful CV tailored to each opportunity.

With Kulch, you can:

• Create a CV from scratch or import an existing PDF
• Duplicate your base CV and tailor separate versions for different roles
• Edit with a live A4 preview across 4 resume templates
• Compare your experience with a job description and get grounded AI guidance
• Save version checkpoints and export clean, selectable PDFs
• Work from desktop or mobile without losing the focused editing experience

Kulch keeps suggestions review-first. It never silently changes your resume or invents experience for you.

Try it out: https://www.kulch.site


@pocodes

The ML Roadmap is finally live.
When I started learning ML, the hardest part wasn't the math or the code. It was not knowing what to learn next. I ended up learning everything I could find, and honestly a good chunk of it I never use. Along the way I kept notes on the parts that actually mattered, and this roadmap came out of those notes plus a lot of research on how to order the nodes properly, from fundamentals all the way to deployment.
What's in it: a checklist at every node, questionnaires to test yourself, over 80 curated resource links, and real projects built on actual datasets. It starts by figuring out where you already are and points you to the right node instead of making you start from zero. Nodes stay locked until you finish the one before it, so the path stays honest.
This is the first version and it will keep growing. I'd like to hear what the experience feels like, what's missing, and what you'd want added.

Check it live at : Link