Sergio Arias | Industrial AI Architect

Bridging Rigor and AI

My journey taught me that a system is only valuable if it is precise, scalable, and auditable. After years leading digitalization in engineering multinationals, I've translated that discipline to the field of Generative AI.

I don't deploy "chatbots"; I deploy Digital Employees: autonomous systems capable of executing critical business processes with industrial traceability.

15+

Years Experience

Fullstack Orchestration

RAG

Enterprise Specialist

AI Adoption Lead

Core Capabilities

Focusing on reliability, not just results.

Enterprise RAG

Corporate knowledge orchestration with multi-vector search and specific data handling to avoid hallucinations.

Autonomous Agents

Agentic architectures capable of breaking down complex tasks into atomic steps with deterministic verification.

Precision Logic

Hybrid integration of mathematical models and AI, ensuring results compatible with engineering standards.

Case Study: AI Cyclist

If an AI can manage an athlete's physiology and performance, it can manage the KPIs of any corporate department.

RAG Python Appsmith

Full Flow Ecosystem

Technical demonstration of a system where AI acts as the central decision engine, not just an interface.

01.
Ingestion: Real-time physiological data collection (Garmin/Health).
02.
Processing: Raw data transformation into actionable performance metrics.
03.
Logic: Application of deterministic metabolic and kinematic rules.
04.
Context: Prompt engineering and RAG memory orchestration.
05.
Reasoning: Cognitive AI for dynamic training load adjustment.

Launch Application

Real Metric

VLaMax & VO2Max AI Diagnosis

My Trusted Stack

🧠

Core AI

Specialized RAG, Autonomous Agents, High-density Prompt Engineering.

🏗️

Digitalization

Digital Twins, Numerical Methods, Auditable Cloud Architectures.

📈

Business

Global Strategy, Digital Employees Deployment, Exclusive Training.