Who built this

Everyone has an opinion.
How do you stay sane?

The market's in a bull run. No, it's about to crash. Buy the dip. Don't catch a falling knife. I asked myself the same question eight months ago. This is what I built instead of listening to the noise.

madeehahassan.com ↗
The honest bit

I'm not a finance person.
I'm a builder.

My name is Madeeha. I co-founded Pakistan's first ride-hailing app, spent a decade building 0→1 products, and started investing seriously about eight months ago.

I didn't come from markets. No Bloomberg terminal. No finance degree. What I had was a brokerage account, a lot of conflicting opinions on every platform, and a constant feeling that I was missing something important about the companies I owned.

The market got volatile. And the noise was everywhere. Every pundit contradicting the last. Every macro call aged by the end of the week. Bull run. Crash incoming. Soft landing. Hard landing. Rate cuts next month. No, next year. Everyone had a thesis. Nobody agreed on anything.

What changed

I stopped trying to predict.
I built a system instead.

I went deep on investors who had survived multiple cycles. People who talked about process and conviction, not predictions and targets. What I learned, slowly, is that the game isn't about being right. It's about not being wrong for the wrong reasons.

"Selling on fear. Buying on FOMO. Holding too long after a thesis broke. I've done all of these. The system is what stops me now."

I have a thesis for every position I hold. Written down. Tested. Updated when the facts change. Not when the price moves. I have a weekly read that tells me what's actually new, not what's loud. A moment to ask: has anything changed, or am I just reacting to noise?

That distinction, new information versus emotional reaction, is almost everything.

Lesson 1

Know why you own it

If you can't write a thesis in two sentences, you're speculating. That's fine, but know the difference.

Lesson 2

React to facts, not prices

A position going down isn't a reason to sell. A thesis breaking is. Track the thesis, not the chart.

Lesson 3

The boring week is fine

No news on your positions is good news. Boredom is underrated. The urge to act is usually noise.

Why I built this

I built Hisaab for me.
Not for traders.

I was spending two or three hours a day assembling this manually. Reading earnings releases. Checking what the Fed was doing next week. Trying to figure out if a news story was relevant to what I held or just noise that sounded relevant.

I wanted one place that would tell me: what moved in my positions, what's coming up this week, what decisions I need to make, and when a thesis had actually changed. Without me having to piece it together every morning.

The AI part came naturally. If I was going to build a research tool, I wanted it to think. Not just surface headlines. To help me stress-test what I believed before I acted on it. To tell me when I was about to make a decision based on emotion dressed up as analysis.

"It does the research. The decisions are still mine."

Brief keeps me current across my book. Lab lets me research any thesis before I act on it. Portfolio shows me if I'm too concentrated. Plays gives me the technical read when I need it. Four tools. One tab. Nothing trying to do everything.

Where things are now

The portfolio is growing.
Slowly and on purpose.

Not because I got everything right. I didn't. Bad calls. Positions held too long after the thesis broke. Things bought because they felt obvious and weren't.

But I'm less scared than I used to be. Not because markets got calmer. They didn't. Because I know what I own, why I own it, and what would have to change for that to be wrong. That's all a thesis really is.

The companies I hold are ones I actually believe in. Companies going where the world is going. And when something changes, a contract, an earnings surprise, a macro shift, Hisaab tells me before I have to figure it out myself.

That's the whole idea.

Build your own system.

Hisaab won't tell you what to buy. It'll help you understand what you already own. And stay out of your own head when things get loud.