Camilo Andrés Corredor Roa
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Data Enginner
Manizales, Caldas, Colombia
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Résumé
Jobs
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- DData Enginner public Remote experienceDec 2023 - Current (2 years 4 months)- Expertise with Python, and platforms like snowflake and databricks creating ETL and ELT solutions for efficient data manipulation, optimization, processing, storage, handling SQL and NoSQL databases. - Skilled in using Airflow for orchestrating workflows and Docker for maintaining consistent environments, facilitating seamless data pipeline operations. - Ensure advanced data analysis and operational reliability across cloud platforms, supporting robust and scalable data infrastructure.
Python Developer public Remote experienceAgencia Nacional de TierrasMay 2021 - Current (4 years 11 months)- As a Python developer and data engineer, I have built my expertise in developing, designing, and implementing efficient data pipelines. - My focus has been on processing geospatial data and supporting RPA processes for generating extensive documentation. - I have built my expertise in developing scalable solutions for collecting, transforming, and managing data, facilitating effective analysis and decision making.- Data Enginner public Remote experienceGobernación de CaldasOct 2020 - Aug 2022 (1 year 11 months)- As a data engineer, my role has encompassed transforming data and designing workflows to handle various data sets. I have experience working with Azure services for data processing and visualization. - I have developed applications utilizing JavaScript specifically for geospatial data analysis and visualization. - Expertise in statistical analysis, machine learning, and data visualization, utilizing techniques like K-means clustering, PCA, DBSCAN, and decision trees. - Excels in extracting insights from complex datasets, developing predictive models, and providing data-driven recommendations. Additionally, I have developed ETL processes using Python from relational databases, enhancing data integration and processing efficiency, which
- CIngeniero predialCoviorienteMar 2020 - Apr 2021 (1 year 2 months)- Implementation of algorithms using machine learning to perform data analysis. These algorithms enabled the legal-cadastral identification of rural and urban properties affected by a road project. - By leveraging the capabilities of machine learning, we streamlined and improved the accuracy of the identification process, providing valuable insights for decision-making. - This efficient approach combined the power of machine learning and geospatial analysis, optimizing the time and resources invested in the road project.
- DBA PostgresqlOrganización Internacional para las Migraciones (OIM)Jan 2017 - Dec 2019 (3 years)I have extensive experience in SQL and database administration, specializing in PostgreSQL. My expertise includes designing and optimizing database schemas, ensuring data integrity, and implementing efficient data retrieval and manipulation processes through advanced SQL queries. I possess a deep understanding of database performance tuning, indexing strategies, and query optimization to enhance PostgreSQL performance. Additionally, I am skilled in troubleshooting database issues, monitoring system health, and ensuring high availability and reliability.
Education
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- Especialista en analítica y ciencia de datosUniversidad ded AntioquiaAug 2021 - Jul 2022 (1 year)
- Ingeniería catastral y geodestaUniverdad distrital Francisco Jose de CaldasJan 2010 - Sep 2016 (6 years 9 months)