Sofia Escobedo

AI-Enhanced Backend & Cloud Engineer

AWS Cloud • Backend Systems • Intelligent Automation

Backend and cloud engineer with 5+ years of experience building and operating production systems on AWS and Python.

Professional profile photo of Sofia

Professional Focus

Designing and maintaining backend services and automation systems with a focus on reliability, observability, and operational stability. Collaborating with engineering teams to deliver high-quality systems aligned with product goals and production constraints.

Real Life Projects

Take a look at the best of my work that I can show you in a tangible way

Backend with JWT authorization
Backend with JWT authorization
Lighthouse Technologies

Backend with JWT authorization

Maintaining high-quality standards, I developed a REST API that integrates with an authorization system & webhook requests

Python AWS Lambda AWS API Gateway
MFA security for GIT repositories
MFA security for GIT repositories
XalDigital

MFA security for GIT repositories

Enhanced security by implementing Multi-Factor Authentication for over 50 team members

Python AWS IAM Git
Data processing pipeline
Data processing pipeline
Next-E

Data processing pipeline

Cloud and backend infrastructure to measure the electrical usage and cost of industrial factories through IoT electrical sensors

Serverless Project Management IoT
Scalable ETL pipelines
Scalable ETL pipelines
Next-e

Scalable ETL pipelines

Significantly reduced infrastructure expenses in AWS

AWS ECS Docker Amazon RDS
Invoice extractor
Invoice extractor
FairPlay

Invoice extractor

Automated critical business process significantly reducing workload of the finance team

Python Webhooks FastAPI
Google Analytics data extractor
Google Analytics data extractor
FairPlay

Google Analytics data extractor

Automated critical business process significantly reducing workload of the analytics team

Python ETL Automation REST APIs

Core Expertise

Production-grade backend and cloud systems with emphasis on scalability, reliability, and operational excellence.

Backend & Cloud Systems (AWS)

REST APIs with AWS. Infrastructure as Code with AWS CDK and Terraform. Secure authentication/authorization and reliable deployment pipelines.

AWS Lambda Serverless CDK/Terraform

AI-Enhanced Systems

RAG workflows integrated into backend platforms. Agentic AI with structured tool contracts. Multi-agent coordination using ReAct patterns. Evaluation-driven iteration on prompts and logic.

RAG Agents Prompt Engineering