System Architect v2.4
I build systems that make things work — automatically.
High-performance technical workflows, multi-agent AI orchestration, and automated research loops designed for precision.
Technical Stack
account_tree
n8n
terminal
Python
database
Supabase
storage
PostgreSQL
developer_board
Docker
candlestick_chart
MT5
api
REST APIs
smart_toy
OpenAI API
psychology
Claude API
memory
Linux
commit
Git
brush
ComfyUI
Featured Architectures
Trading Research Platform
Problem
Manually tracking cross-market sentiment and news was inefficient and prone to latency.
Solution
Architected a multi-source ingestion pipeline with real-time NLP classification.
Result
90% reduction in research time and 15% increase in signal accuracy.
Multi-Agent Discord Bot
Problem
Fragmented communication tools across technical teams.
Solution
Built a Python-based bot utilizing Swarm-like agent logic for automated ticket triage.
Result
Zero-latency response for infrastructure alerts and team coordination.
AI Workflow Automation
Problem
Enterprise clients struggling with manual lead qualification and data entry.
Solution
End-to-end n8n workflow connecting Supabase, OpenAI, and internal CRMs.
Result
Automated 40+ manual hours per week per client department.
Professional Trajectory
Experience & Milestones
Freelance System Architect
2023 - Present
Designing and deploying automated trading systems and AI agent infrastructures for private clients.
FTMO Trader
2022 - Present
Managing capital through quantitative analysis and algorithmic strategy execution on MetaTrader platforms.
Exactor BPO
2013 - 2018
Optimizing business processes through technical integration and operational oversight.
3 Mundos SRL
2006 - 2010
Technical lead for localized system implementation and digital infrastructure management.
Telefónica
2000 - 2006
Telecommunications infrastructure support and network maintenance.