Douglas De León Email & Phone Number

Guatemala

Guatemala, Guatemala

• Lead the migration of on-premise processes to Amazon Web Services (AWS) cloud and spearheaded the development of a new business analytics platform. Made critical decisions regarding architecture to ensure scalability.
• Migration to AWS Cloud: - Lead the migration of on-premise processes to Amazon Web Services (AWS) cloud. - Implemented a microservice architecture for a business analytics platform with ECS, Cognito, RDS and Fargate.
• Business Analytics Platform Development: - Spearheaded the development of a new business analytics platform. - Specially involved in infrastructure, backend and authentication and authorization with tools like FastAPI.
• Data Architecture and Modeling: - Architected the data modeling, ETL processes, and ingestion pipelines to seamlessly feed data into the platform. - Implemented Airflow for data pipelines orchestration and.
• Web Scraping: - Developed web scraping processes to collect supplementary data for enhanced analytics capabilities. - Implemented automation techniques to streamline data gathering processes and improve efficiency.

Taiwan

• Conducted research and implemented data center rack temperature prediction models using Python and TensorFlow at National Yang Ming Chiao Tung University.Key Responsibilities:
• Research: - Conducted in-depth research on data center rack temperature prediction models. - Explored existing literature and methodologies to inform the development process. - Collaborated with a team of researchers.
• Model Implementation: - Utilized Python and TensorFlow framework to develop predictive models. - Implemented machine learning algorithms and techniques to analyze historical data and forecast rack temperatures..
• Data Analysis: - Conducted thorough data analysis to identify patterns and correlations relevant to temperature prediction. - Validated model accuracy and reliability through rigorous testing and validation procedures.
• Documentation and Reporting: - Documented research methodologies, model development processes, and experimental results. - Prepared reports and presentations to communicate findings to academic stakeholders.Key.
• Successfully researched and implemented data center rack temperature prediction models using Python and TensorFlow.

Guatemala, Guatemala

• Developed backend functionalities and report generation capabilities for a clustering algorithm product tailored for financial institutions, using Python, Flask, and popular data manipulation libraries like Pandas and.
• Designed and implemented backend features specific to the clustering algorithm product for financial institutions, leveraging Python, Flask, and data manipulation libraries like Pandas and Scikit-Learn.
• Collaborated with frontend developers to ensure seamless integration between frontend and backend components, tailored to the needs of financial clients.
• Developed a specialized report generator module to present clustering algorithm results and insights in a format relevant to financial clients.
• Provided specialized support during the launch phase of the product, assisting with initial client installations and configurations.
• Demonstrated proactive incident resolution capabilities, leveraging expertise in Python, Flask, Pandas, and Scikit-Learn to minimize downtime and optimize product performance to meet the clients' needs.

Guatemala, Guatemala

Bachelor'S Degree, Computer Science, Summa Cum Laude

High School Diploma