Juan Pablo Rojo — Biomedical Engineer · AI Developer

JUAN PABLO

ROJO

Biomedical Engineer. I build clinical AI — and ship it as a product.

From Hospital Equipment to Clinical AI, Web Products, and Digital Automation.

About

From Biology to Code,
From Lab to Product

Biomedical Engineer finishing at UNC Córdoba. My thesis — TraumaVision — detects bone fractures in X-rays with 97.18% accuracy and Recall 86.6%. Clinical-grade AI, built from scratch.

In 2026 I founded Eleven: an AI-native digital agency. 38-agent coordinated pipeline, Claude API at its core, 4 products live in production.

1st place at Rocking the Industry — world's first industrial hackathon by RTS Group. 150 multidisciplinary teams. Team Algarroba LID.

24 years old. Córdoba, Argentina. 8 months working in California — that's where I actually learned English.

— Where Biology Meets the Algorithm.

Location Córdoba, AR

Status Available

Age 0

Projects

Thesis Project — UNC Córdoba, 2025

TraumaVision AI

Clinical Decision Support System for Fracture Detection in X-Rays

End-to-end CDSS for fracture detection in X-ray images. 97.18% accuracy, 86.6% sensitivity, AUC-ROC 0.973. Currently competing in entrepreneurship programs (EmprendeU and others) seeking investment to launch TraumaVision to market.

0.000AUC-ROC

0.0%mAP@50

0.0%Recall

0.00%F1 Score

Pipeline

DICOM → CLAHE → YOLOv8m → Detection → Report

PythonPyTorchYOLOv8mUltralyticsFastAPIUvicornOpenCVNumPyPillowPyDICOMReactTypeScriptViteVS CodeGitHub Copilot

AI-First Digital Agency · Argentina

Eleven Estudio Digital

Founded and operate an AI-native digital agency. Built a 38-agent coordinated pipeline using Claude API — Sonnet 4.6, Haiku 4.5, and Opus 4.7 with aggressive prompt caching, extended thinking, tool use, and MCP server integrations (Playwright, Google Drive, Gmail, Calendar, Canva, Vercel). 4 products live in production. Argentina, 2026.

2026

Founded

4 LIVE

Sites in Prod

AI-FIRST

Approach

Next.jsTypeScriptTailwind CSSSupabaseGSAPVercelGitHubClaude Sonnet · Haiku · OpusPrompt CachingExtended ThinkingTool Use · Function CallingMulti-agent PipelineClaude Code CLIPlaywright MCPGoogle Drive MCPGmail MCPGoogle Calendar MCPCanva MCPVercel MCPnext-intlResendVS CodeGitHub Copilot

View Site

Industrial Hackathon — RTS Group

1st Place · 2025

Rocking the Industry

World's first industrial hackathon, organized by RTS Group. 150 multidisciplinary teams of 5 people competing in real industrial engineering challenges. Team Algarroba LID took first place with a proposal for automating human-in-the-loop agents for sensor control in a nuclear power plant.

1ST PLACE

Result

ALGARROBA LID

Team

Team: Algarroba LIDRTS Group2025

Projects

Thesis Project — UNC Córdoba, 2025

TraumaVision AI

Clinical Decision Support System for Fracture Detection in X-Rays

0.000AUC-ROC

0.0%mAP@50

0.0%Recall

0.00%F1 Score

Pipeline

DICOM → CLAHE → YOLOv8m → Detection → Report

PythonPyTorchYOLOv8mUltralyticsFastAPIUvicornOpenCVNumPyPillowPyDICOMReactTypeScriptViteVS CodeGitHub Copilot

AI-First Digital Agency · Argentina

Eleven Estudio Digital

2026

Founded

4 LIVE

Sites in Prod

AI-FIRST

Approach

View Site

Industrial Hackathon — RTS Group

1st Place · 2025

Rocking the Industry

1ST PLACE

Result

ALGARROBA LID

Team

RTS GROUP · 2025

Event

Team: Algarroba LIDRTS Group2025

Rocking the Industry 2025 — Presentation

Tech Stack

Clinical Stack

·PyTorch·YOLOv8m·Claude API·Next.js·FastAPI·Supabase·GSAP·HyperFrames·Gemini Imagen 3·DALL-E 3·Tailwind·Playwright MCP·Multi-agent Orchestration·Prompt Caching·Vercel·TypeScript·WebGL·PyDICOM·Anthropic SDK·MCP Protocol·Remotion·Extended Thinking·PyTorch·YOLOv8m·Claude API·Next.js·FastAPI·Supabase·GSAP·HyperFrames·Gemini Imagen 3·DALL-E 3·Tailwind·Playwright MCP·Multi-agent Orchestration·Prompt Caching·Vercel·TypeScript·WebGL·PyDICOM·Anthropic SDK·MCP Protocol·Remotion·Extended Thinking

AI / ML

PyTorch · CUDAYOLOv8m · UltralyticsClaude API · Anthropic SDKClaude Sonnet · Haiku · OpusOpenCV · CLAHEPyDICOM · DICOMScikit-learnNumPy · PandasJupyter · MatplotlibPrompt EngineeringPrompt Caching · Extended ThinkingTool Use · Function CallingMulti-agent OrchestrationRAG SystemsGemini Imagen 3DALL-E 3 · GPT-4oReplicate · Real-ESRGAN

Recall 86.6% · mAP50 91.9%

Web Dev

Next.js · ReactTypeScript · JavaScriptFastAPI · Uvicorn · PythonSupabase · PostgreSQL · SQLiteGSAP · ScrollTriggerTailwind CSS · shadcn/uiOGL · WebGLVercel · GitHub · GitVS Code · GitHub CopilotPlaywright MCPMCP Protocol · Claude Code CLIMeta API · WhatsApp Businessnext-intl · i18nREST APIs · JSONNode.jsResend · Email APIsHTML · CSS · SVG

Tools & Automation

HyperFrames · Video from HTMLRemotionCanva MCPPlaywright MCPMeta API · WhatsApp BusinessAI-generated ImagesBrand System DesignCopywriting · AIDA · PASVideo EditingAnimated Presentations

Biomedical

CDSS / SaMDJCI ComplianceANMAT · ISO 13485 · ISO 62304Corrective & Preventive MaintenanceAdult ICU · CCU · ORPediatric ICU · NICUEndoscopy · Wards · OutpatientDefibrillators · Multiparametric MonitorsInfusion Pumps · IABPIncubators · Servo-CribsElectrical Safety · FlukeNeovero CMMS · InventoryBiomedical InstrumentationClinical Regulations

English

B2 — LTC Eastbourne + California

Spanish

Native

Experience

Work

2026–present

Eleven Estudio Digital

Founder

Founded and operate an AI-native digital agency. 38-agent coordinated pipeline — discovery, strategy, brand, dev, QA. 4 products live in production. AI-generated digital content for clients.

2024

Sanatorio Allende S.A.

Biomedical Engineer Intern

Corrective and preventive maintenance of biomedical equipment at Sanatorio Allende (JCI accreditation process). Sectors: adult ICU/CCU, OR, pediatric ICU, NICU, endoscopy, wards, outpatient. Equipment: defibrillators (Philips/Feas), multiparametric monitors, infusion pumps (Braun), surgical tables (Steris), incubators (Medix/Atom), IABP Datascope, endoscopes, fetal monitors, ECG/SpO2/capnography. Calibrations with Fluke. Inventory traceability with Neovero CMMS.

2023–2024

UNC — Faculty of Exact, Physical and Natural Sciences

Teaching Assistant — Human Physiology

Teaching assistant for Human Physiology at the Faculty of Exact, Physical and Natural Sciences, UNC. Supported theoretical and practical classes, exam preparation, and student mentoring.

2022–2023

Snow Summit Mountain Resort

Ski & Snowboard Equipment Technician

8 months in customer service at Snow Summit, Big Bear Lake, California — entirely in English. That's where I actually learned the language.

Education

2020–2026

Universidad Nacional de Córdoba

Biomedical Engineering

GPA 7.45/10 · No failures · 90% complete

2023

Coursera / University of Michigan

Applied Data Science with Python