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Diego Octavio Labastida Tolalpa

@diegooctaviolabastid

Senior Software & DevOps Engineer driving scalable Java/Python platforms, AWS CI/CD, and observability for mission-critical enterprises.

Mexico
Message

What I'm looking for

I’m looking for an enterprise role where I can build resilient Java/Python backends, AWS CI/CD, and observability (SLIs/SLOs, dashboards, alerting). I want cross-functional ownership, measurable impact, and room to scale automation—open to Remote (LATAM/Global).

I’m a Senior Software & DevOps Engineer with 7+ years delivering scalable Java and Python backend systems, cloud-native CI/CD pipelines, and data-driven platforms across fintech, logistics, and enterprise environments. Currently, I’m a Principal Associate at Capital One, focused on observability and AWS automation at enterprise scale.

I build automation and validation tooling in Java and Python to enforce code quality, security compliance, and deployment readiness gates across CI/CD pipelines, reducing manual validation effort by ~35%. I also implement and optimize AWS-native CI/CD pipelines (ECS, Lambda, S3, CloudWatch) to deliver secure, scalable, fully traceable deployments for mission-critical financial services with 99.9%+ uptime targets.

My work consistently improves operational outcomes: I drive observability and monitoring strategies by defining SLIs/SLOs, creating custom CloudWatch dashboards, and automating alerting—cutting mean-time-to-detect (MTTD) incidents by ~40%. I partner cross-functionally with Development, QA, and Operations to standardize pipelines and tooling, reducing average feature release cycle time by ~25%.

Earlier, I led end-to-end technical delivery and execution as a Senior Development Engineer and Project Manager at Sitrack/Sillion, refactoring GPS platform infrastructure and optimizing microservices to increase throughput by ~30%. I’ve also built foundations from scratch as the founding engineer, improving device integration efficiency by ~45%, and shipped full-stack LMS/CRM integrations using Angular, Node.js/Express, Spring Boot, and multiple production databases.

Experience

Work history, roles, and key accomplishments

Capital One logoCO
Current

Principal Associate

Jun 2025 - Present (1 year)

Built Java/Python automation and validation tooling to enforce code-quality and deployment-readiness gates across enterprise CI/CD pipelines, reducing manual validation by ~35%. Implemented AWS-native CI/CD and observability (SLIs/SLOs, CloudWatch dashboards, alerting), reducing MTTD incidents by ~40% and improving deployment traceability for mission-critical financial services targeting 99.9%+ up

SS

Senior Development Engineer & PM

Sitrack / Sillion

Jun 2023 - Sep 2025 (2 years 3 months)

Led backend development for the GPS telematics platform and served as Project Manager for Sillion’s strategic technology initiatives, managing cross-functional delivery across both organizations. Refactored microservices to improve throughput by ~30% and reduced sprint defect rate by ~22% while improving on-time delivery by ~28% through agile practices and continuous improvement.

BV

Systems Specialist

Bolsa Mexicana De Valores

Feb 2023 - Jun 2023 (4 months)

Developed and optimized mission-critical index and statistics processes using Java, IBM Cognos, Shell scripting, and Ansible to support real-time financial data integrity for Mexico’s stock exchange. Led vendor implementations for statistical reporting tooling and managed IBM Cognos report maintenance to improve compliance and reduce deployment delays by ~35%, maintaining 100% data integrity acros

SI

Country Operations Lead

Sitrack

Apr 2021 - Feb 2023 (1 year 10 months)

Led Colombia market entry and business development operations, representing Sitrack with enterprise clients and government entities in a highly competitive environment. Drove route-optimization delivery for Argos and promoted Ai Hydro to Colombian government agencies, navigating complex procurement and multi-stakeholder execution to support expansion.

SI

Founding Engineer

Sitrack

Feb 2020 - Feb 2023 (3 years)

Joined as Sitrack Mexico’s first developer, architecting core device-integration foundations in Java to translate raw GPS data into structured formats and improve integration efficiency by ~45%. Built and evolved microservices communication within an internal framework, shipped innovation projects including a Personality Insights driver tool (IBM Watson + React), improved driving-behavior monitori

MA

Software Development Engineer

MasterTrain

Dec 2018 - Feb 2020 (1 year 2 months)

Built full-stack LMS and CRM integrations using Angular and Node.js/Express REST APIs backed by Spring Boot and Hibernate. Implemented database integrations (MySQL, MongoDB, PostgreSQL), Firebase real-time processing, and HubSpot workflows to reduce manual sales data entry by ~25%, while managing security (JWT/HTTPS) and hosting to maintain 99%+ uptime with zero security incidents.

EM

Junior Java Developer

E-Commerce Dc Mayorista

Feb 2018 - Nov 2018 (9 months)

Developed RESTful services and user interfaces for e-commerce platforms using Spring MVC and Java, improving checkout security with JWT and reducing checkout error rates by ~18%. Optimized high-volume data workflows by improving stored procedures in Informix and SQL Server by ~30%, and supported CRM/ERP availability for wholesale e-commerce operations.

Education

Degrees, certifications, and relevant coursework

Tecnológico de Monterrey logoTM

Tecnológico de Monterrey

Master of Business Administration (MBA), Business Administration & Management

2023 - 2025

MBA in Business Administration & Management at Tecnológico de Monterrey (Sep 2023–Apr 2025).

Koç University logoKU

Koç University

Certificate, System Dynamics

2024 - 2024

Certificate in System Dynamics at Koç University (Nov 2024–Dec 2024).

Universitat Oberta de Catalunya logoUC

Universitat Oberta de Catalunya

Master of Science, Data Science

2021 - 2023

Master of Science in Data Science at Universitat Oberta de Catalunya (Feb 2021–Dec 2023).

Instituto Politécnico Nacional logoIN

Instituto Politécnico Nacional

Bachelor of Engineering, Industrial Robotics

2014 - 2017

B.Eng. in Industrial Robotics at Instituto Politécnico Nacional (2014–2017).

Stockholm School of Economics in Riga logoSR

Stockholm School of Economics in Riga

Certificate, Business Platform Strategy

Certificate in Business Platform Strategy through Rīgas Ekonomikas augstskola (Stockholm School of Economics in Riga).

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