Robson Advincula
AI Solutions Architect & Integrations Engineer | Advanced Automation Specialist
PROFESSIONAL PROFILE
Software Engineer and AI Specialist with 10+ years of experience and 30+ projects delivered transforming operational complexity into scalable digital efficiency. Expert in AI agent architecture (n8n, Python) and system integrations (SAP, Supabase, REST APIs).
PROFESSIONAL EXPERIENCE
AI Workflows & Process Automation Specialist
2025 - Present
Wise Pirates | Porto, Portugal
- Architecture of generative AI agents integrated into operational workflows.
- Implementation of scalable automations via APIs and native connectors.
- Focus on HITL (Human-in-the-Loop) infrastructures for AI precision.
Principal AI Solutions Architect & Founder
2024 - Present
Advx.us | Portugal
- Strategic consulting in AI architecture and API cost reduction (e.g., TONN algorithm, -65% costs).
- Deployment of 24/7 WhatsApp agents with response times <5s.
- Implementation of secure relational databases (Supabase/RBAC).
Systems & Reliability Engineer (AI/ML Implementation)
2022 - 2024
Qualidados Engenharia | Brazil
- Developed predictive maintenance systems (AI/ML) for >2,000 critical industrial assets.
- Integrated SAP PM/MM modules with Power BI, increasing decision-making speed by 70%.
- Automated reporting pipelines with Python and Git, reducing manual effort by 60%.
Technical Project Manager & Agile Lead (Scrum Master)
2020 - 2022
Qualidados / Epman | Brazil
- Led multidisciplinary teams in high-complexity projects (Petrobras).
- Implemented Agile methodologies to reduce rework in engineering projects by 35%.
Data Analytics & ERP System Integration Specialist
2015 - 2020
Qualidados / Liga / WRPR | Brazil
- Industrial shutdown optimization through data analysis and SAP integration.
- Master data g
Some of my Projects:
BioAgentFastAPI · Next.js · Supabase · GroqAI-powered molecular analysis platform — interprets biomarkers and generates clinical reports automatically.Lexin8n · Groq · Supabase · Evolution API24/7 WhatsApp AI agent with conversational memory — recognises clients and creates CRM leads automatically.MedFlown8n · Evolution API · WhatsAppFull clinic attendance automation — confirmations, 24h reminders and management dashboard.invoice-ai-extractorn8n · GPT-4o · Google DriveAutomatic PDF invoice data extraction to Google Sheets — 97% accuracy, zero manual entry.n8n-reconciliation-enginen8n · Tax Systems · ERP5-level intelligent invoice reconciliation engine between government tax systems and ERP platforms.predictive-maintenance-mlPython · scikit-learn · NASA CMAPSSIndustrial equipment remaining useful life prediction with Random Forest — R²=0.90.tonn-json-compressorn8n · Python · LLMsCustom JSON compression algorithm for LLMs — 65% reduction in API token costs.S²-LLMPython · Spectral TheoryResearch into a new LLM architecture — auditable AI with quantified consciousness, CPU only.github.com/RobsonAdvincula