Diego Preciado Baron

Data Scientist

Guadalajara, Jalisco, Mexico8 yrs 9 mos experience

Most Likely To Switch

Key Highlights

Expert in building scalable data models and pipelines.
Proficient in data quality frameworks and monitoring.
Strong background in machine learning and NLP techniques.

Stackforce AI infers this person is a Data Engineer with expertise in SaaS and Automotive industries.

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Skills

Core Skills

Data EngineeringData AnalyticsSoftware EngineeringAlgorithm Engineering

Other Skills

DB2 warehouseAmazon KinesisAWS SQSDatabasesAmazon RedshiftExtract, Transform, Load (ETL)AWS LambdaAWS GlueSQLPythonMachine LearningData ScienceBig Data AnalyticsETLData Quality

Experience

8 yrs 9 mos

Total Experience

1 yr 9 mos

Average Tenure

2 yrs 11 mos

Current Experience

Netflix

Senior Data Engineer

Jun 2023 – Present · 2 yrs 11 mos · México · Remote

Building and maintaining scalable data models and pipelines across key business areas, including Acquisition, Upsells, Retention, and Offers.
Designing and developing specialized datasets to power dashboards and enable data-driven decision-making.
Conducting data analysis for A/B testing and user experience optimization, generating actionable insights.
Implementing data quality frameworks, including audits and alerting systems, to ensure reliability and accuracy.
Establishing data monitoring processes by combining rule-based systems with AI-driven anomaly detection and root cause analysis.
Defining and aligning business metrics in collaboration with cross-functional stakeholders, including Product Managers, Data Scientists, and Software Engineers.
Partnering with Software Engineers to design and implement logging strategies that ensure accurate tracking of critical data for analysis.

DB2 warehouseAmazon KinesisAWS SQSDatabasesAmazon RedshiftExtract, Transform, Load (ETL)+9

Encora inc.

Data Engineer

Jul 2022 – Jun 2023 · 11 mos · Guadalajara, Jalisco, Mexico

- Python development in AWS Lambda and Glue services. Integrating other services like Redshift, Kinesis, SQS and API Gatweay as both, data consumer to handle specific requests and data producer to transform data into business objects.

AWS LambdaAWS SQSAmazon RedshiftAmazon KinesisData Engineering

Ibm

Data Engineer

Jun 2021 – Jul 2022 · 1 yr 1 mo

ETL Developer and data cleansing automation using SQL, Python and NLP techniques.
Development of containers in the Hybrid-Cloud of Red Hat OpenShift for data processing.
DB2 Warehouse Admin/Developer for Telecommunication invoices and Car Lease data.
Ad-hoc reports generation.
Team manager to analyze requirements with stakeholders and coordinate deliverables with the development team.
Support on internal Data Science projects.

SQLNatural Language Processing (NLP)PythonETLData Engineering

Continental

2 roles

Software Engineer

Feb 2018 – Jun 2021 · 3 yrs 4 mos

Data Analytics Project (Master thesis):
Python code development for machine learning project based on the NLP techniques.
Neo4j database development for integration of Continental’s R&D and Production databases.
Software developer for the automotive Body Control Module (Ford's vehicles)
Activities:
Bootloader integration.
Analysis and implementation of system requirements for vehicle diagnostic services and transistor's protection, for standard quality and functional safety features.
Build manager responsibilities like batch files automation and regression test executions.
Debugging activities to analyze code issues and propose solutions (C programming)
Development of white box testing.
Development of test cases in Python for software integration (Functional requirements, CAN communication, Diagnostics, etc.).

PythonNeo4jC++Software Engineering

Algorithm Engineer

Sep 2012 – Jan 2018 · 5 yrs 4 mos

Model calibrator to classify crash-severity based on sensor signals and activating the deployment of the corresponding squib (airbags and hood-lifting).
Data process pipeline and analysis of acceleration and pressure signals stored in crash tests.
Frequent negotiations with OEM’s (GM, FCA, Opel) for calibration performance considering specific requirements.
Python scripts and Macros development for task automation related to signal processing and documentation, and relevant information management for customer presentations.
Trainee project: SW developer in an embedded hardware Gumstix, in order to acquire and store in real time the acceleration data from a crash detection module.

PythonC++Algorithm Engineering

Maui jim sunglasses

GUI Developer

Jan 2010 – Jul 2010 · 6 mos · Guadalajara Area, Mexico

Application and GUI development in Microsoft Excel for order processing and information management.
Data base and application with GUI development in Microsoft Access for report generation and statistics.
Software counseling to staff.

Microsoft ExcelMicrosoft Access