JUAN FELIPE GÓMEZ LÓPEZ
Pereira,Risaralda
Summary
Accomplished Senior Data Engineer at Aimpoint Digital, skilled in Python and AWS, with a proven track record of optimizing data pipelines and enhancing cloud integration. Adept at collaborating with cross-functional teams, I drive impactful solutions that elevate organizational capabilities and support strategic decision-making.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Senior Data Engineer
Aimpoint Digital
05.2025 - Current
- Developed tools and products for internal projects to enhance company capabilities.
- Designed study materials and created hands-on projects for NCDP training program participants.
- Authored an article assessing new features of Snowflake through rigorous evaluation and testing.
- Collaborated with a video-sharing platform client on Databricks implementation, integrating workflows across multiple platforms.
- Optimized data pipelines and orchestration processes for seamless integration of cloud services and data platforms like Kafka, Airflow, and dbt.
Data Engineer
Factored
09.2021 - 05.2025
- Developed and maintained a big data pipeline (Airflow, AWS Batch, Snowflake, Jenkins) with efficient Python code and Great Expectations validations, aiding investment decisions at a top investment management firm.
- Created and managed internal Python packages for web scraping publicly available data to support investment research at a leading investment management firm.
- Developed a data extraction pipeline (Python, Airflow, Glue, PySpark, dbt) from RDS and S3 to Redshift, enabling dimensional modeling.
- Implemented a real-time data processing pipeline (Kinesis Data Firehose, Lambda) with Terraform deployment.
- Guided data strategy using Airflow to orchestrate data extraction and NLP model execution in AWS Batch.
- Created data processing jobs for data lake zone movement (Python, Glue, PySpark).
- Automated infrastructure deployment with CI/CD pipelines (GitHub Actions, Terraform).
- Contributed to defining courses and projects for the internal training program.
- Designed and implemented training material for the data warehouse, data lake usage, SQL, and PySpark.
- Used Terraform for AWS resource provisioning and permissions in the internal training program.
Data Engineer
Summan
Medellín
05.2019 - 09.2021
- Developed an Airflow framework in Python for dynamic DAG creation using configuration files, incorporating design patterns (strategy, template, factory method).
- Managed scalable data pipeline workflows with Apache Airflow, orchestrating Docker jobs in EKS, and implementing dbt for dimensional data modeling in AWS Redshift for a prominent Colombian parking company.
- Implemented company-wide data architectures using Splunk for a construction materials manufacturer in Colombia.
- Contributed to various company initiatives, evaluating DataOps and MLOps frameworks for potential adoption.
IT Functional Analyst
Cadena
La Estrella
03.2018 - 05.2019
- Led BI report development using SSIS to extract, transform, and load data from MS SQL databases.
- Implemented Python automation for generating tracking guides from templates in official learning exams packing for Colombia's government.
- Managed software requirements, wrote user stories, and applied agile project methodologies.
- Analyzed infrastructure and database requirements for business applications, evaluating resource consumption.
Software Engineer Intern
TELSAT
Medellín
01.2017 - 07.2017
- Created a monitoring system (HTML, CSS, JavaScript, Express.js, MySQL) for a healthcare company in Colombia to track entry and exit.
- Built a turnstile system (Java) on a Raspberry Pi to collect Colombian ID data for a MySQL database.
- Designed a desktop queuing app (HTML, CSS, JavaScript, Electron) for medical appointment check-ins.
- Enhanced assistance control system (Excel macros in Visual Basic) for Colombian ID data storage.
- Developed the company website using Angular and Express.js.
Education
Specialization - Big Data & BI
EIA University
Medellín07-2019
B.S. - Mechatronics Engineering
EIA University
Envigado12.2017
Skills
- Python
- SQL
- AWS
- Airflow
- Snowflake
- Pytest
- Terraform
- Dbt
- PySpark
- GitHub Actions
Certification
- AWS Certified Solutions Architect - Professional, AWS, 08/01/24, 08/01/27
- AWS Certified Solutions Architect - Associate, AWS, 08/01/21, 08/01/27
- AWS Certified Cloud Practitioner, AWS, 08/01/22, 08/01/27
- Astronomer Certification for Apache Airflow Fundamentals, Astronomer, 06/01/22
- Data Engineering Nanodegree, Udacity, 12/01/21
- The Software Designer Mindset Course Completion, ArjanCodes, 07/01/23
- Splunk Enterprise Certified Architect, Splunk, 10/01/20, 10/01/23
Affiliations
- Solving the Rubik's Cube
- Board Games
- Video Games
- Playing Piano
- Traveling
- Concerts
Languages
Spanish
First Language
English
Upper Intermediate (B2)
B2
French
Elementary (A2)
A2
Timeline
Senior Data Engineer
Aimpoint Digital
05.2025 - Current
Data Engineer
Factored
09.2021 - 05.2025
Data Engineer
Summan
05.2019 - 09.2021
IT Functional Analyst
Cadena
03.2018 - 05.2019
Software Engineer Intern
TELSAT
01.2017 - 07.2017
Specialization - Big Data & BI
EIA University
B.S. - Mechatronics Engineering
EIA University
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