J
Juan Andres Bernal Gil
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Colombia
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Résumé
Jobs
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Software developer Co-opCasewareJun 2024 - Jun 2025 (1 year 1 month)• Contributed to the development of scalable backend solutions using the Node.js stack, focusing on building and optimizing binding services for the Imports team. • Worked with Java Spring Boot for backend services. • Designed and implemented cloud-native solutions leveraging AWS S3, DynamoDB, and AWS CDK, AWS Lambda. • Collaborated in an agile environment to ensure seamless development and deployment workflows. • Participated in code reviews, providing constructive feedback to maintain high-quality code standards. • CI/CD pipelines. • Worked Infrastructure-as-Code (CDK) principles and IaaS. • Delivered detailed documentation for new features. • Implemented and supported integrations of new providers into the Architecture of the ap- Amicrobian resistanceAGROSAVIAJan 2024 - Jun 2024 (6 months)• Developed and implemented a neural network architecture to predict the presence of Extended-spectrum beta-lactamase (ESBL) in laboratory samples. • Utilized data provided by a laboratory in Medellin. • Designed and implemented a user-friendly front-end interface on React for application usability and results display. • Integrated a NoSQL database to manage new records and data storage. • Worked with a large dataset comprising over 90 variables and one target variable. • Performed comprehensive data cleaning, descriptive analysis, and preprocessing to prepare the dataset for model training.
Education
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- Bachelor of Industrial engineeringUniversidad de los AndesJan 2022 - Jan 2025 (3 years 1 month)
- Bachelor of Systems and computing engineeringUniversidad de los AndesJan 2021 - Jan 2025 (4 years 1 month)
- UMetaheuristicsUniandes)
Projects (professional or personal)
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- IImplementation of Devops projectsMar 2024 - Jun 2024 (4 months)• Implemented and deployed applications leveraging AWS S3, AWS CodeBuild, and AWS Lambda. • Applied best DevOps principles throughout the application deployment process. • Utilized workflows and actions (e.g., in CI/CD pipelines) to automate and manage processes.
- IImplementation of Metaheuristics projectsJan 2024 - Jun 2024 (6 months)• Implemented projects utilizing well-known metaheuristics (GRASP, Genetic Algorithm, Simulated Annealing, Particle Swarm) for prescriptive and analytical purposes. • Developed a course project algorithm for electric vehicle parking scheduling. • Implemented projects primarily in Python. • Applied Reinforcement Learning techniques to predict electric vehicle demand.
- MMicroservices Aplication DevelopmentJan 2024 - Mar 2024 (3 months)• Designed and implemented a microservices architecture based on Domain-Driven Design principles. • Utilized event brokers for inter-service communication and asynchronous processing. • Successfully connected and deployed three independent microservices. • Employed Docker for containerization and deployment of microservices. • Designed and defined Bounded Contexts to encapsulate domain logic.
- DDevelopment of non monolithic apps
- DDevelopment of Devops