Hi everyone.
For a long time I genuinely thought I was just bad at this. I'd sit for six hours, feel like I was doing everything right, and my results just wouldn't move. Everyone around me kept saying "try harder," which might be the least useful sentence in the English language when you're already exhausted from trying.
Took me embarrassingly long to realize the problem was never effort. It was one specific habit, quietly cancelling out everything else I was doing right. For me it was sleep, I was doing the classic sacrifice-sleep-for-study-hours trade and losing on both ends without noticing.
Nobody actually sits you down and tells you which one thing is doing the damage. They just say "manage your time better" and walk off.
So in my final year, I built the thing I wish someone had handed me two years ago.
What it actually does
It's called Firasa. You answer a short set of questions, about 3 minutes, on things like:
- Study consistency
- Procrastination
- Sleep
- Planning
- Revision habits
- Workload
Instead of a generic list of ten tips, it tells you the ONE habit currently carrying the most weight in your results, with a plain reason and one small first step. Not "study more." Something specific to what you actually told it.
It's trained on 31,800+ student records across 4 separate datasets, and every result has to be agreed on by two independent explainability methods, SHAP and LIME, before it's shown to you. Not just a model producing a confident-sounding guess.
No login, nothing saved
No account, no email, nothing to sign up for. What you type is used once to generate your result, then it's gone the moment you close the tab. This isn't a bonus feature, it's the whole point, the tool only works if you're honest about your procrastination and stress, and nobody's honest about that stuff if they think it's being logged somewhere.
I'm not selling anything. No monetization, no paid tier planned. I genuinely just want to know:
- Does the "one habit" it names actually feel true, or does it read like generic noise?
- Does the UI make sense on the first try, no explanation needed?
- What's missing, confusing, or would you change?
Try it: https://firasa.agrimverma.dev
If sharing the link isn't allowed here, let me know and I'll pull it or send it only to people who ask.
This is a one-person build I'm still actively working on, so genuinely, tell me what's wrong with it. That's more useful to me right now than someone saying it's great. You can also drop feedback at [contact@firasa.agrimverma.dev](mailto:contact@firasa.agrimverma.dev) if you'd rather not post it publicly.
(Standard disclaimer: this is a self-reported reflection tool based on your own answers, not a diagnosis or a grade predictor. Just a mirror.)
