Success Stories & Real Projects
Cloud architectures I designed and implemented for SaaS companies, tech startups and generative AI platforms
Featured Projects
Cloud architectures I designed, implemented and optimized.
Each project includes real metrics, technical architecture and measurable results.
Copilot Gestoria: Multi-Agent AI System for Tax Administration Automation
Architecture of 8 specialized agents with LangGraph and Claude 3.7. 99.5% accuracy on AEAT models, 24/7 chatbot, automated deployment
99.5%
AEAT Accuracy
99.8%
Docs Accuracy
<5s
Chatbot Response
NPS 72
Satisfaction
Tax administration sector (€8,500M, 70k companies) with 86% time on manual tasks, 60-70% transcription errors, no budget for ML team (€180k-€350k/year)
8 specialized agents orchestrated with LangGraph: TaxAgent (99.5% accuracy on tax models), DocumentAgent (OCR 99.8%), ClientAgent (RAG chatbot 24/7), multi-tenant GDPR compliance
8 specialized agents system + LangGraph state machines
VoxRoute: Intelligent Voice Assistant for Drivers (Digital Copilot)
Production-ready agentic AI system: RAG + LangChain + Pinecone. 8 weeks MVP, automated narrations, €0.12/user
8 weeks
Time-to-Market
Auto
Narrations
<2s
Latency (p95)
€0.12
Cost/User
Pre-seed startup needed voice-first digital copilot with automated narrations without internal ML team (€180k-350k/year prohibitive)
Multi-agent architecture with LangChain + LangGraph + RAG (Pinecone vector DB) + multi-LLM for contextual narrations
Multi-agent architecture with RAG + LangGraph orchestration
MasterSuiteAI: Production-Ready RAG System at Scale
How we reduced costs by 79.6% and improved latency by 75.3% for a leading AI SaaS platform
-79.6%
Cost Reduction
-75.3%
Latency Improvement
99.97%
Uptime
$1.73
Cost/User
Initial ECS Fargate architecture at $8.50/user unsustainable, p95 latency of 8.5s causing churn
Complete redesign using Lambda, Redis, Pinecone and intelligent routing
Microservices architecture with multi-LLM orchestration
More Success Stories Coming Soon
We are documenting additional projects in MLOps, Cloud Cost Optimization and Autonomous AI Agents.
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Industries with Verified Experience
We work with companies in various sectors, adapting our solutions to the specific challenges of each industry
Fintech & Banking
PCI-DSS compliance, fraud detection ML, high-availability trading systems
Bitpanda (Vienna) - Crypto exchange
SaaS & Tech Startups
Cost optimization, scalable architectures, rapid deployment pipelines
MasterSuiteAI - RAG production platform
Healthcare & Life Sciences
HIPAA compliance, AI diagnostics, secure data processing
Telemedicine platforms, patient record systems
Ecommerce & Retail
Serverless architectures, auto-scaling, recommendation engines
Buytoplygame - Serverless ecommerce
Manufacturing & Logistics
IoT data processing, predictive maintenance, supply chain optimization
500 VMs migration - 60% cost reduction
Education & EdTech
LMS platforms, virtual classrooms, AI tutoring systems
Tajamar, ITFormacion - Training platforms
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Certifications: AWS DevOps Professional • AWS ML Specialty • Azure AI Engineer • Azure Data Scientist