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 (Backed by Founders Fund & Sequoia — SpaceX, Google)Founding Engineer ($350M Valuation)
Wildlife Studios (Backed by Benchmark — Uber, Twitter)Data Scientist

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

Automate any white-collar workflow end-to-end. I analyze how humans execute complex processes, then replicate them with precision AI systems. Example: LLM-native drafting systems that generate 40 page support letters and 2000-page legal packages with 93% accuracy.

OpenAIAnthropicGrokGeminiLangChainMastra
02

Real-time AI Systems

Real-time AI systems that process user input instantly to trigger workflows—document processing, trend analysis, automated responses. Build interactive avatars that converse in real-time, multilingual streaming platforms, and custom integrations across Email, WhatsApp, and proprietary systems.

Streaming STTFastAPIElevenLabsHeyGenTwilio
03

Predictive Modeling

Deep Learning systems for forecasting, computer vision, audio processing, and generative modeling. Build production models for LTV estimation, econometric analysis, and predictive analytics that drive business decisions.

PyTorchTensorFlowScikit-learnXGBoost
04

Infrastructure Optimization

Build production infrastructure from scratch using best practices, or migrate existing systems to reduce costs and improve scalability. Example: Moving from serverless to managed container services, architecting migrations that save 7-figure yearly cloud budgets.

GCPAWSAzureTerraformDockerKubernetes

Meet
Mateus Nobre

Computer Engineer and MS in NLP from ITA. Previously Data Scientist at Wildlife Studios (backed by Benchmark) and Founding Engineer at Enter (backed by Founders Fund & Sequoia). As Founder & CTO of Jumpstart, I scaled revenue from $0 to $225k MRR.

"Short, simple, and no bullshit."

Founder @ Jumpstart • Enter (FF & Sequoia) • Wildlife Studios (Benchmark) • ITA

$225k
Monthly Rev
Scaled Jumpstart from $0
$350M
Market Val
Founding Eng. @ Enter (FF & Sequoia)
+15%
Profit Impact
Data Scientist @ Wildlife Studios (Benchmark)