AI & Automation
LLMs, Claude API, MCP Protocol & Agents, Agentic Workflows, Prompt Engineering, Generative AI, Neural Networks, Workflow Automation
I'm Cristhian Fonseca — a Technical Lead with 4+ years architecting cloud-native platforms that serve millions of users.
Right now I lead the engineering of a digital credit marketplace integrated into a major telecom's Super App — serving millions of underbanked users across LATAM. Cloud-native infrastructure on AWS, fully automated provisioning, zero-paperwork loan processing.
I specialize in agentic AI systems — MCP agents, multi-step LLM pipelines, and automation architectures that handle real data volumes with real cost constraints. Every system I publish is first deployed in production.
I believe the best engineers don't just write code — they build systems that compound. And they share what they learn.
2026
Production-grade AI engineering certification. First LATAM cohort.
2024 — present
Millions of users across LATAM. Cloud-native AWS infra.
2023
Fully automated provisioning, zero-paperwork pipelines.
2020
Shipping high-availability payment systems from day one.
LLMs, Claude API, MCP Protocol & Agents, Agentic Workflows, Prompt Engineering, Generative AI, Neural Networks, Workflow Automation
AWS (CDK, Lambda, RDS, S3, Cognito, CloudWatch, EC2, SES, SNS, API Gateway, Route 53, ElastiCache), Docker, CI/CD, Nginx
Python, TypeScript, JavaScript, Java — FastAPI, Angular, Django, Spring Boot, NestJS, Node.js, Flutter — PostgreSQL, MongoDB, Redis
Most engineers keep their best architecture decisions private. I think that's backwards. When I ship something that works, I document it and publish it. The community makes me better.
This isn't hypothetical. Every automation template in PowerAI was first deployed in a real system. Every architecture diagram was drawn after the code ran in production.
If you're building with AI, I want to hear what you're solving. The best ideas in this newsletter come from conversations with engineers who are actually shipping.
Always open to connecting with founders, CTOs, and engineers shipping ambitious products.