Crespo

Python application & Backend developer || Blockchain developer || github: || BUIDLing cool things || Web3 ||

[Crespo @ogbonna__]

I built Aegis, an AI that watches the stock market and makes practice trades, for the Bitget AI Base Camp Hackathon S2.

Here's the idea:
When news breaks about a company like Nvidia or Tesla, Aegis reads it and decides if it actually matters. If it does, an AI figures out what it means and suggests a trade: buy, sell, or do nothing, along with how confident it is and where to cut losses if it's wrong.

But here's the part I'm proud of. The AI doesn't get to trade on its own. Every suggestion first goes through a separate checker that asks tough questions. Is this too risky? Do we already have a similar trade open? Does the math actually make sense? Only if it passes does a trade get placed, and even then it's all practice money, nothing real is at risk.

Once a trade is open, Aegis keeps watching it and will automatically close it if it hits a profit target or a loss limit. Everything the system does gets logged, so you can trace exactly why it made every decision instead of just trusting a black box.

I built it with Python and a Qwen-powered AI model, and it supports multiple users each starting with a $10,000 practice balance.

The biggest thing I learned is that building something like this isn't really about making the AI smarter. It's about deciding what you let the AI decide, and what you never let it touch.

#BitgetHackathon @Bitget_AI

[Crespo @ogbonna__]

@just_deji_ Things wey dey do me plenty, I want face real life. 🥀

[Crespo @ogbonna__]

@7xNES @nn2rd How did you set yourself up?

[Nathan🔮 @ApexZeuss]

When you are down, there are some whining you will collect and it will hurt you, eh Dey very important.

[Crespo @ogbonna__]

@chopper_ong_ Try to put burglary on your windows, those ones that gadget cannot pass through.

This is crazy.

[Crespo @ogbonna__]

@DeadlyJd ??

[Crespo @ogbonna__]

@DeadlyJd Man....

[Crespo @ogbonna__]

@damoarewa Looks nice.

[Crespo @ogbonna__]

@xcjohnmark @thmsnxn Same, can't watch that and Naruto and call jjk peak imo.

[Crespo @ogbonna__]

@xcjohnmark @thmsnxn What anime was your first watch? Would determine how high your bar is.

[Crespo @ogbonna__]

@alt_tgbwears Flex on us dad. 😭✌🏿

[Crespo @ogbonna__]

Not bad

[Crespo @ogbonna__]

You guys didn't tell me that they won't install it immediately after paying. 🫪

They've scheduled day for installation sha.

[Crespo @ogbonna__]

@jake_063020 Real, I need to know I can feed if I make a risky gamble.

[Crespo @ogbonna__]

Idk man.

Tap in https://t.co/QtC9kksvvr

[Crespo @ogbonna__]

@DeadlyJd @RevenueFamily Tried and it worked, lets see.

[Crespo @ogbonna__]

@RevenueFamily Let's goo

[Crespo @ogbonna__]

@0xshuayb With github link for your bio?

[Crespo @ogbonna__]

Just realized I've not made 4figs in web3 this year.

E go far o.

[Crespo @ogbonna__]

@_iamtheedge Broo. 😂😂

[Crespo @ogbonna__]

@GookieNft @Rosaaa @0xhazels I have WL, we can collab