Senior Software Engineer & Project Lead · Master's SWE & AI
I build end-to-end systemsthat turn manual workflows into scalable products.
I'm Luis, a Senior Software Engineer with 10+ years leading technical projects end-to-end across healthcare, tech, agencies, and games. I ship production-ready solutions that turn messy processes into automated, KPI-driven workflows.
Core Stack
Impact at a glance
Real metrics from production systems I've built and scaled
Scale & Automation
30K+
Messages automated/month
1M+
Client records managed
20+
Clinics onboarded
Time & Cost Savings
20+ hrs
Saved weekly via ad automation
50%
Email costs reduced
8+ hrs
Saved weekly with BI dashboards
Business Impact
+15%
Marketing ROI improvement
+20%
Client engagement (GenAI)
99.9%
Credential theft prevention
Timeline at a glance
Key career milestones and technical achievements
- 2016–2018
Tech Project Manager at ABlab Marketing, coordinating 3 agile squads and delivering digital projects for clients such as Sodexo, Citroën, and Tegra/Brookfield.
- 2018–2023
Transitioned into Software Engineering, leading development of a custom ERP & CRM (Laravel + React + PostgreSQL) for a 20+-clinic healthcare group serving 1M+ client records. Built BI dashboards, automated ad spend processes, and shipped data-driven lead scoring.
- 2023–2024
Designed and launched Konquista, a Django + Celery/Redis WhatsApp automation platform powering 30K+ monthly messages across all clinics. Expanded Python expertise across FastAPI, Flask, and Streamlit to support production-grade ML and automation pipelines.
- 2024
Relocated to Sydney and continued delivering for international clients across time zones. Strengthened backend architecture expertise, designed scalable Python systems, and completed Stanford's Machine Learning Specialization to deepen AI/ML capabilities.
- 2025 →
Pursuing Master's in Software Engineering & AI while expanding full-stack capabilities. Shipped Wedstack (Next.js + GraphQL + Stripe), built AI-powered tools with OpenAI integration, and published engineering insights on Dev.to.