Shamoon Ibrahim

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Shamoon Ibrahim

Shamoon Ibrahim

@shammuspee

Building AI-powered tools DocaAI • https://t.co/1xUlbjgtNu SpentAI • https://t.co/A8j1NSW0Pf

Male', Maldives 🇲🇻 Katılım Nisan 2013
2.1K Takip Edilen589 Takipçiler
Sabitlenmiş Tweet
Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
SpentAI is something I’ve been building to make tracking your money simple and private 🔒 Your data is yours. Your transactions are stored securely and only you can see them. We don’t sell or share your data. Ever. Right now it’s a web app (no install needed). You can open it directly in your browser and use it instantly. 👉 Works best on mobile. You can even add it to your home screen. You’re always in control. Log only what you want and delete anytime. If you’re interested, feel free to try it 👇 spentai.app Would really appreciate your feedback 🙌
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Al Jazeera English
Al Jazeera English@AJEnglish·
In a matter of minutes, Israel killed more than 350 people across Lebanon on Wednesday, April 8. Here are some of their stories.
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Jvnior
Jvnior@Jvnior·
IDF soldiers sniped a girl in her classroom today, in front of her whole class. She was 9. Her name is Ritaj Rayhan. Please repost this.
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Sulaiman Ahmed
Sulaiman Ahmed@ShaykhSulaiman·
BREAKING: COMPILED FOOTAGE SHOWS ISRAELI MASSACRE IN LEBANON YESTERDAY BOMBING 100 CIVILIAN LOCATIONS IN 10 MINUTES
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
I built SpentAI to make money tracking effortless. 👉🏽 spentai.app No spreadsheets. No stress. Just natural input. I’m actively improving the input understanding based on feedback not using your personal financial data. Ever. 👊🏽
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sharaff
sharaff@sharaff·
@shammuspee @MIRAmaldives yep. I dont know any of this. my model can now, detect what is mismatching. if it cannot reconcile, it wont go further unless that is first accurately matched. all of it takes 7.35 seconds.
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sharaff
sharaff@sharaff·
Another success: My chief, learned a skill. Helping a friend to complete tax filing. I sent Chief to study all @MIRAmaldives information on tax filing. Absorbed it. I couldn't finish my sentence literally, the sample tax filing form is filled and saved. Watch out accounts humans
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
You don’t have to search your gallery. You don’t lose proof of spending anymore. 📲 spentai.app Nobody has enough money these days to lose track of receipts. Especially when the receipt fades before the budget recovers. 👉 Just send to chat and move on.
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Spentai
Spentai@spentai_app·
👥 Create groups for friends, trips, roommates, or coworkers. Add people and track all shared expenses in one place. 👉 spentai.app
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sharaff
sharaff@sharaff·
The AI model went crazy reading this receipt. Then I had to check the receipt myself. It definitely is confusing. Good lesson. Changed my app to deal with such receipts. This is running on device. No internet needed. A AI expense tracker
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
Help improve SpentAI merchant icons 👀 Right now, if SpentAI can’t find a merchant logo, some transactions may show an emoji. Try SpentAI: spentai.app To make the app feel more polished and personal, comment the shops, cafés, restaurants, and places you spend at most. Those places will be prioritized for proper icons/logos so transactions look better inside the app. The more favorite places shared, the better the experience gets for everyone 🙌
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MrBeast
MrBeast@MrBeast·
I’m deleting my YouTube channel
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
@thedeepflux Focused heavily on validation layers. Totals = sum of items, tax checks, date constraints, etc. also date formatting was tricky.
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Deepak
Deepak@thedeepflux·
@shammuspee 1000+ invoices is still a substantial volume. with my own systems, the real challenge in batches isn't speed-per-batch, but maintaining 99%+ accuracy consistently for the whole 1000+.
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
✅Progress This flow used to be messy. Now Doca → extracts all key invoice data faster → highlights anything suspicious → gives a confidence score instantly Manual work is slowly dying.
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
@thedeepflux Yep. Small batches + a feedback loop made it practical at scale. Accuracy was the main priority always, and without over-optimizing for speed, it ended up delivering both.🫣
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Shamoon Ibrahim
Shamoon Ibrahim@shammuspee·
@thedeepflux Absolutely not 1000+ in a single run. I did it in small batches of 5–8 invoices, then kept moving through them. So it’s more of a workflow throughput claim over a day than a single-pass model claim.
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Deepak
Deepak@thedeepflux·
@shammuspee lowkey, processing 1000+ invoices in a day is a strong claim. for my own tools, getting human-level accuracy at that volume usually requires a more complex multi-pass system.
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