Pablo Osorio López began their career in 2020 as a Data Analyst Internship at Sistemas Inteligentes en Red, where they built optimization models for routing and logistics optimization in Python and created a Python routing package using OR-Tools and OSRM. Pablo then worked as a Software Consultant at Universidad EAFIT, where they designed and implemented a Python optimization algorithm that suggests products to customers based on historical sales data and parameters. In 2021, they were a Data Scientist at BIG BANG DATA, where they developed employee absenteeism ML models using Python and Azure that improved accuracy of absenteeism estimates by 4x, and built analytics dashboards for a USA-based analytics research firm using SQL, Power BI and Python. Pablo also held the role of Head of Data Science team EAFIT - Observatory of educational trajectories at the Colombian Ministry of National Education, where they developed SQL database architecture and ELT using MS SQL Server to store 97 million student records and enabled availability for analytics, and defined 23 KPIs to forecast education statistics nationally. In 2022, Pablo began working as a Data Engineer at Factored, where they retrieved data from REST APIs to generate automated reports using Python, AWS Lambda, Docker, AWS S3, AWS DynamoDB, AWS SNS, and AWS Step functions, designed and implemented a layered data lake using AWS S3 and the AWS Glue data catalog, implemented data processing jobs to move data between data lake zones using Python, AWS Glue, and Apache Spark, and developed a pipeline to extract data from both RDS and S3 to create a dimensional model in AWS Redshift using Python, Apache Airflow, AWS Glue, Apache Spark, DBT, and SQL. Pablo also held the role of Artificial Intelligence Consultant at VTSAS in 2020.
Pablo Osorio López obtained a degree in IngenierÃa matemática from Universidad EAFIT between 2017 and 2021. Pablo has also obtained several certifications, including an Astronomer Certification for Apache Airflow Fundamentals and an Astronomer certification DAG Authoring for Apache Airflow in May 2022, an Agile Foundations certification from LinkedIn in April 2021, an Intermediate SQL certification from DataCamp in April 2021, an Introduction to PySpark certification from DataCamp in April 2021, a Natural Language Processing with Classification and Vector Spaces certification from Coursera in April 2021, a SAS Programming 1: Essentials certification from SAS in April 2021, an Inotroduction to Databases with Python certification from DataCamp in September 2020, an Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization certification from Coursera in August 2020, a The Bits and Bytes of Computer Networking certification from Coursera in July 2020, an AWS Fundamentals: Addressing Security Risk certification from Coursera in June 2020, an AWS Fundamentals: Going Cloud-Native certification from Coursera in June 2020, a Continuous Delivery & DevOps certification from Coursera in June 2020, an Introduction to Bash Shell Scripting certification from Coursera in June 2020, a Neural Networks and Deep Learning certification from Coursera in June 2020, and a Using Python to Access Web Data certification from Coursera in November 2019. Pablo also obtained an AWS Certified Cloud Practitioner certification from Amazon Web Services (AWS) in July 2022.
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