Founder-to-Founder Methodology

Elite AI Engineering.
Scale with Precision.

Bridging the gap between business problems, data science, and software engineering. From high-stakes predictive modeling to scalable LLM architectures, I build end-to-end AI solutions that drive measurable profit.

Jumpstart (Legaltech)Founder & CTO ($225k MRR)
Enter (Legal Tech)Founding Engineer ($350M Val)
Wildlife Studios+15% Profit Impact
ITA Entrance Exam7th Overall

Methodology

/ Built for Founders, by a Founder

Extreme Upfront Value

I produce a detailed Scoping Document and Implementation Timeline before you sign a contract.

Radical Honesty

I'll give you the best advice for your business, even if it means advising you not to hire me.

Risk Mitigation

Every proposal includes a specific Risk Plan identifying potential blockers before they happen.

No-Black-Box Visibility

Weekly video reports and a dedicated Project HQ Notion doc so you never wonder about progress.

Technical Depth

/ End-to-End AI Intelligence

01

Generative AI & LLMs

LLM-native drafting systems for 20-40 page documents from 2000-page packages. Expert in high-precision RAG pipelines.

OpenAIAnthropicLangChainVector DBs
02

Real-time AI Systems

Multilingual streaming speech-to-text platforms with integrations over Email, WhatsApp, and custom platforms.

Streaming STTFastAPIRedisTwilio
03

Predictive Modeling

Deep Learning systems for churn reduction and operational efficiency optimization.

PyTorchTensorFlowScikit-learnXGBoost
04

Infrastructure Optimization

Architecting migrations to save on 6-figure yearly cloud budgets.

GCPAWSDockerKubernetes

Meet
Mateus Nobre

Computer Engineer and MS in NLP from ITA. As Founder & CTO of Jumpstart, I scaled revenue from $0 to $225k MRR while building LLM-native drafting systems and multilingual speech-to-text platforms.

"Short, simple, and no bullshit."

Founder @ Jumpstart • Founding @ Enter • Ex-Wildlife Studios • ITA

$225k
Monthly Rev
Scaled Jumpstart from $0
$350M
Market Val
Founding engineer @ Enter
2
Project Capacity
Strict limit for elite quality