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Santiago Mancheno

@santiagomancheno

I design scalable data platforms and architecture for large-scale analytics, HPC processing, and cross-team delivery.

Sweden
Message

At Volvo Cars, I design and evolve internal ETL/ELT data platforms in an on-premises HPC environment supporting more than 100 PiB of data.

I define architectures for ingestion, transformation, storage, metadata indexing, and data access using PostgreSQL, Elasticsearch, SQL, REST APIs, and internal SDKs. I also introduced standardized C4-PlantUML architecture documentation and lead technical decisions through ADRs, TDRs, requirements, and architecture roadmaps.

Previously at Volvo Cars, I built and maintained large-scale pipelines for radar, lidar, ultrasonic, image-based, and reference-system data used in automotive analysis and verification. I improved legacy pipeline performance by 10x, reduced integration testing time by 50%, and enabled thousands of processing jobs to be dispatched within seconds.

My background combines data engineering and platform architecture with automotive sensor analysis, radar verification, embedded systems, and software tooling. I work across delivery teams and stakeholder groups to align data lifecycle, governance, privacy, security, and compliance needs.

Experience

Work history, roles, and key accomplishments

Volvo Cars logoVC
Current

Data Platform & Systems Architect

Mar 2023 - Present (3 years 5 months)

- Design and evolve internal ETL/ELT data platforms operating within an on-premises HPC environment supporting more than 100 PiB of data.
- Define end-to-end architectures covering data ingestion, transformation, storage, metadata indexing.
- Provide technical leadership across 5+ delivery teams and align architecture roadmaps with 20+ stakeholder groups for platforms serving more than 100 users.

Volvo Cars logoVC

Data Engineer

Aug 2020 - Mar 2023 (2 years 7 months)

- Developed and maintained large-scale data pipelines for radar, lidar, ultrasonic, image-based, and reference-system data used in automotive analysis and verification.
- Automated job dispatching, telemetry, CI/CD, testing, version control, and user notifications.
- Integrated 8+ new and legacy systems for data processing, transformation, and metadata extraction.

Volvo Cars logoVC

Analysis Engineer

Jun 2018 - Jul 2020 (2 years 1 month)

- Performed verification and analysis of automotive radar sensors supporting active safety functions.
- Developed software tools and workflows for recorded sensor data analysis, fault tracing, and verification.
- Built practical expertise in radar systems, reference data, signal analysis, and automotive analysis and verification processes.

Lss Ecuador logoLE

Electrical Project Engineer

Nov 2015 - Apr 2016 (5 months)

Developed, maintained, and troubleshot embedded hardware and microcontroller-based systems, including printed circuit board assembly, testing, repair, and technical fault analysis.

Education

Degrees, certifications, and relevant coursework

CT

Chalmers University of Technology

Master of Science (MSc), Embedded Electronic System Design

2016 - 2018

IPOET scholarship holder - 2016/2018

Chalmers University of Technology logoCT

Chalmers University of Technology

Master of Science, Embedded Electronic System Design

2016 - 2018

Pursued a Master of Science in Embedded Electronic System Design, supported by the IPOET scholarship for 2016/2018.

CC

Centro de Educación Continua (CEC-EPN)

Course Completion, Computer Programming

2016 - 2016

Java Fundamentals Programming course completion.

CA

Cisco Academy

Course Completion, System

2013 - 2015

CCNA 1, 2, 3, and 4 course

UQ

Universidad San Francisco de Quito

Bachelor of Science (B.S.), Electrical Engineering

2010 - 2015

Universidad San Francisco de Quito logoUQ

Universidad San Francisco de Quito

Bachelor of Science, Electrical Engineering

2010 - 2015

Earned a Bachelor of Science in Electrical Engineering.

BS

Bradford High School

High School Graduate

2009 - 2010

LG

Liceo Jose Ortega y Gasset

High School Graduate, Science

2003 - 2009

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