Summary
Overview
Work History
Education
Skills
Languages
Timeline
Generic
Rubén Alejandro Calderón Corona

Rubén Alejandro Calderón Corona

Mexico City

Summary

Dynamic Software Engineer with a proven track record at SAP, specializing in Machine Learning and Data Engineering. Expert in architecting high-throughput ETL pipelines and deploying scalable cloud solutions. Adept at fostering collaboration across teams while driving innovation in observability and automation. Passionate about leveraging AI technologies to enhance system performance.

Overview

8
8
years of professional experience

Work History

Software Engineer (Observability & ML Infrastructu

SAP
Monterrey
10.2024 - Current
  • ML & Data Infrastructure: Architected and maintained high-throughput Python pipelines (ETL) to ingest, normalize, and correlate telemetry signals, serving as the data backbone for the "PANDA" ML anomaly detection system (Regression & Clustering).
  • GenAI & Agentic RAG: Designed and deployed a production Agentic RAG system that autonomously analyzes code changes across 5 repositories and updates technical documentation, utilizing LLMs for semantic reasoning.
  • Backend & Scalability: Managed large-scale ElasticSearch clusters and MemGraph implementations, optimizing indexing strategies to handle high-volume observability data.
  • Automation & CI/CD: Developed automation scripts and CI/CD workflows to streamline customer onboarding and configuration updates, ensuring high availability for the alerting framework.

Cloud Infrastructure Engineer (GCP - AZURE)

El puerto de Liverpool
Ciudad de Mexico
01.2022 - 10.2024
  • Cloud Data Architecture: Architected and deployed scalable ETL data pipelines using GCP Dataflow and Cloud Composer (Airflow) to ingest and transform high-volume datasets into BigQuery, enabling real-time analytics and data-driven cost optimization strategies via Looker.
  • Hybrid Infrastructure Orchestration: Engineered a hybrid cloud environment bridging on-premise VMware infrastructure with Google Kubernetes Engine (GKE) clusters using Anthos, ensuring seamless workload portability and high availability for critical applications.
  • DevOps & Security Automation: Spearheaded the implementation of secure, automated CI/CD ecosystems using Jenkins, GitHub Actions, and Terraform (IaC). Integrated Secret Manager and TLS protocols to harden security posture while reducing deployment lead times for development teams.

Data Base Administrator

Jardines Vida
Cuernavaca
01.2019 - 01.2020
  • Database Engineering: Led the migration and architectural design of a robust PostgreSQL solution to replace legacy systems, implementing normalized schemas that enhanced data integrity for the Botanic Control system.
  • Query Performance Optimization: Developed and optimized complex stored procedures, triggers, and indexing strategies to minimize query latency and maximize throughput for reporting subsystems.

Full Stack Web Developer

UYSEEI DYSEE
Cuernavaca
05.2018 - 12.2019
  • Backend Development: Designed and built scalable backend microservices and RESTful APIs using Python (Django & Flask), ensuring efficient server-side logic and seamless integration with frontend components.
  • Data Persistence: Managed complex MySQL database integrations and ORM configurations to support dynamic, data-intensive web applications.

Education

Computer Engineering -

Universidad Nacional Autónoma de México
Ciudad de México
08.2023

Skills

  • Machine Learning & GenAI
    Agentic RAG (Retrieval-Augmented Generation), LLM Integration & Prompt Engineering, MLOps Principles (Deployment & Monitoring), Vector Search, AI Agents
  • Data Engineering & Observability
    Python     (Backend & ETL Pipelines), ElasticSearch (Kibana/Logstash), OpenTelemetry (OTEL), MemGraph (Graph Databases/Cypher), SQL, GraphQL
  • Cloud & DevOps Infrastructure
    Kubernetes     (K8s), Docker, Terraform (IaC), GitHub Actions (CI/CD Pipelines), GCP (Google Cloud Platform), Azure, Ansible, Linux Administration
  • General Development
    Git Version Control, REST APIs, Bash/Shell Scripting, Java, JavaScript

Languages

  • English - C1/C2 Level
  • German - B2 Level
  • French - A2 Level

Timeline

Software Engineer (Observability & ML Infrastructu

SAP
10.2024 - Current

Cloud Infrastructure Engineer (GCP - AZURE)

El puerto de Liverpool
01.2022 - 10.2024

Data Base Administrator

Jardines Vida
01.2019 - 01.2020

Full Stack Web Developer

UYSEEI DYSEE
05.2018 - 12.2019

Computer Engineering -

Universidad Nacional Autónoma de México

Similar Profiles

CREATE PROFILE
Rubén Alejandro Calderón Corona