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Pedro Braiti

17 projects

Projects

Autonomous systems

Emais Network platform
Autonomous systemsIn production, with real payments

Emais Network platform

Management platform for in-person business networking — events, tickets, membership and multi-franchise finance, moving real money.

nearly 200 — active members using the platform to pay dues and get into events

Scout · Valet · Vizier
Autonomous systemsPublic · validated with a real order

Scout · Valet · Vizier

A three-layer stack that lets an AI agent research the market, decide and place real orders — with the safety catch closed by default.

$2 — the real order that proved 653 green tests weren't enough

Stack
  • Claude Code
  • Pipedrive
  • Omie ERP
  • Trello
  • Outlook
Autonomous systemsWritten and reviewed · waiting on the finance lead's test

Fourteen agent skills for a finance back office

An agent that closes the month: a won deal in the CRM becomes a receivable in the ERP, the bank statement is matched against the ledger, forecasts are posted per project. Ten of the fourteen never write anything anywhere.

4 of 14 — the only ones that can write to a system — and all four stop, show the table, and require a typed "yes" first

Satellite-based solar panel detection
Autonomous systemsAdopted as a product by the company

Satellite-based solar panel detection

You draw an area on the map and the system returns, marked, every solar panel on that roof — in any city covered by satellite imagery.

0.887 — the real mAP, after I found out my test set was contaminated

Autonomous video generator
Autonomous systemsWorking end-to-end pipeline

Autonomous video generator

You give it a topic. It writes the script, narrates it with a cloned voice, generates the images, syncs the captions, animates the mascot and delivers the MP4 ready to publish.

48 — videos assembled from topic to MP4, with no manual step in between

Stack
  • Rust
  • Falling-sand simulation
  • Cargo workspace
  • clippy
  • rustfmt
Autonomous systemsPlayable prototype

Verdigris

A 2D roguelite where physics is the mechanic: no weapon was ever coded, they all emerge from material properties.

93 — invariant tests — the physics has to keep obeying its own laws

ecoAIx
Autonomous systemsWorking prototype · detector running and generator complete

ecoAIx

Finding where each component sits inside an electrical engineering drawing — and manufacturing the training set that teaches it, because hand-labeling does not scale.

4 classes — with the box computed from the symbol's own geometry, not drawn by hand

Stack
  • React
  • Vite
  • TypeScript
  • AWS Cognito
  • AWS Lambda
  • PostgreSQL (RDS) with RLS
Autonomous systemsIn production

The system that runs Octus Forge

The ERP that carries an order from the customer to the sealed box — modeling, approval, production, painting, finance and inventory in one place.

7 stages — from customer order to sealed box, each with an owner and a checklist

Stack
  • Python
  • WhatsApp Business API
  • LLM
  • Webhooks
Autonomous systemsDelivered

WhatsApp chatbot for lead qualification

Automated WhatsApp support that answers instantly, qualifies the lead, feeds the CRM on its own, and only pulls in a person when it's worth it.

2% → 3.6% — the company's conversion rate before and after the bot, in a high-ticket business

Quantitative research

pgsr-fast
Quantitative researchPublic, with a reproducible benchmark

pgsr-fast

Thirteen targeted patches that make surface reconstruction training faster without changing a comma of the final result.

≈10% — more iterations per second in the training loop — +9.5% measured, with identical geometry

Stack
  • Python
  • pandas
  • NumPy
  • statsmodels
  • SciPy
  • Matplotlib
Quantitative researchPublic

Five market hypotheses, tested to the end

Five market techniques everyone repeats, stress-tested until what's left is an answer you can trust.

−0.6%/yr — what beta actually paid, where the CAPM says it should pay a premium — t = −0.16, indistinguishable from zero

Fabrication & 3D

Photo-based 3D scanner
Fabrication & 3DWorking prototype · one piece scanned and approved

Photo-based 3D scanner

You photograph a painted miniature with your phone and get back its mesh, ready for Blender and for the resin printer — with no desktop scanner involved.

US$0.70 — the GPU cost to digitize one piece, after I measured that the four-hour version was no better

Tooling

CAPTCHA reader for public-data collection
ToolingIn production since July 2026

CAPTCHA reader for public-data collection

Brazilian public environmental portals demand a CAPTCHA for every single file you download. I trained the model that reads it and took the human out of the loop.

82% — of CAPTCHAs accepted on the first try by the server itself, with the right letter case

Stack
  • VBA
  • Excel COM
  • Omie ERP
ToolingDelivered, running on the finance team's machine

Reconciling the finance spreadsheet against the ERP

Two Excel macros that post the month's progress billing and match every ERP invoice to the right spreadsheet row — tested against the real spreadsheet before going anywhere near it.

20/20 — asserts passing on a throwaway copy of the real spreadsheet — and getting there surfaced a bug that was already running

Stack
  • Python
  • Drawing tablet capture
  • Desktop GUI
  • CI with lint and tests
ToolingWorking

Synthetic handwriting

You write the alphabet once on a drawing tablet and the tool generates any text in your handwriting — pen pressure included.

720 — samples of my own handwriting, ten per glyph — this is what makes the same word come out differently twice

Stack
  • Python
  • ARMv7 Assembly
  • EBNF
  • Cpulator
ToolingPublic · academic project, built by two of us

Compiler targeting ARMv7 Assembly

A full compiler, from lexical analysis to ARMv7 Assembly that runs on the simulator — in plain Python, with no dependencies.

55/55 — tests passing, from token recognition to the assembly that runs on the simulator

Securo
ToolingContribution to someone else's project

Securo

Open source personal finance manager you host yourself — your financial data never passes through any company.

26 commits — my contribution to a project that isn't mine