Juan David Avila Caycedo
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Juan David Avila Caycedo

Juan David Avila Caycedo  new_releases

About

Detail

Full Stack Arquitect & Machine Learning
Bogotá, Bogota, Colombia
Contact Juan regarding: 
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Full-time jobs
Starting at USD2K/month
Flexible work
Starting at USD18/hour
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Timeline

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Résumé

Jobs verified_user 0% verified
  • Acreditta
    Senior Backend Python public Remote experience
    Acreditta
    Jan 2025 - Jul 2025 (7 months)
    • Lideré la migración de proyectos existentes desarrollados en Python Django a FastAPI, Rect y Next.js a sus versiones más recientes, asegurando la continuidad del servicio y mejorando la compatibilidad y el rendimiento de las aplicaciones. • Diseñé la arquitectura y estrategia de migración para múltiples proyectos, sentando las bases para una infraestructura de software moderna y sostenible. • Desarrollé la estrategia de Infraestructura como Código (IaC) utilizando Terraform para la gestión de recursos en AWS, optimizando el despliegue y la es calabilidad de los nuevos proyectos. • Implementé pipelines de CI/CD con Jenkins para automatizar los despliegues en AWS, reduciendo el tiempo de lanzamiento y los errores manuales. • Colaboré con eq
  • Coderise
    Software Architect public Remote experience
    Coderise
    Jan 2022 - Aug 2024 (2 years 8 months)
    • Lead architectural decisions and set strategic direction for integrating technological solutions. • Designed and implemented scalable REST APIs using NestJS, ensuring seamless communication between microservices and third-party integrations. • Implement advanced machine learning models and evolutionary algorithms to enhance system functionality and optimize performance. • Integrated Apache Kafka for real-time data streaming, enhancing system responsiveness and supporting asynchronous communication across distributed systems. • Apply mathematical modeling techniques to address and resolve complex business challenges. • Led the adoption and implementation of AWS cloud infrastructure, optimizing deployment pipelines, resource management, and
  • C
    Software Architect
    Coderise, (Remote)
    Jan 2022 - Jan 2024 (2 years 1 month)
    • Architected scalable SaaS solutions on cloud platforms including AWS, GCP, and DigitalOcean, improving system performance by 50% and reducing opera tional costs by 40%. • Mentored teams on best practices for cloud infrastructure using PostgreSQL and NodeJS, fostering cross-functional collaboration and increasing productivity by 33%. • Implemented AI-driven optimizations using machine learning models and MLOps practices to resolve critical performance bottlenecks and streamline model deployment. • Led the seamless integration of microservices using Node.js and REST APIs, ensuring high availability, security, and scalability across applications. • Designed high-performance microservices in PHP, Go, Rust, C, and TypeScript, enhancing
  • F
    Full Stack Developer «remote» public Remote experience
    Oct 2018 - Jan 2022 (3 years 4 months)
    • Deployment and configuration of intricate cloud infrastructures. • Development of microservices for Data Science pipelines using Python and Go, implementing ETL processes, machine learning models, and data analysis workflows. • Development of cutting-edge Full Stack applications using Go, Angular, and MongoDB, encompassing all stages from research through implementation. • Implementation of new design concepts for the brand, leveraging React, Angular, Webpack, Testing Library, and TypeScript for development. • Execution of user-centered design principles within an agile framework, ensuring alignment with project goals and user needs. • Leading projects from the research phase through to successful deployment and maintenance.
  • L
    Full Stack Developer
    Lapislazuli CP, (Remote)
    Jan 2018 - Jan 2022 (4 years 1 month)
    • Employed advanced mathematical algorithms and AI techniques to solve complex business problems, improving strategic decision-making. • Applied mathematical and AI models to optimize application functionalities, increasing data processing efficiency by 30%. • Collaborated with cross-functional teams to implement new features, resulting in a 38% increase in user engagement. • Redesigned brand interfaces using React and Angular, leading to a 52% increase in user satisfaction scores. • Developed full-stack applications using Go, Angular, and MongoDB, achieving a 60% increase in application performance. • Deployed and configured complex cloud infrastructures on AWS and GCP (Firestore), enhancing scalability and reducing downtime by 25%.
  • C
    Frontend Developer / Desarrollo de software «remote» public Remote experience
    CEPI Centro Estudios y Politicas Internacionales
    Aug 2017 - Sep 2018 (1 year 2 months)
    • Developments of UI designs using React, Redux, Webpack, and JavaScript. • Developed and integrated REST APIs to support seamless communication between frontend and backend systems, optimizing data flow. • Built and maintained scalable server-side applications with Node.js, improving backend performance and reducing response times by 40%. • Transferring UI designs to real code
  • F
    Full Stack Developer / Secure Solutions
    Jan 2014 - Jan 2018 (4 years 1 month)
    • Built web applications and backend systems using Python, PHP, NodeJS and MySQL, delivering custom and secure solutions to clients. • Automated network security tasks and implemented secure protocols, improv ing local network performance and security by 20%. • Developed and deployed applications on DigitalOcean and Firebase, utilizing cloud services to enhance application scalability. • Implemented secure coding practices and performed security assessments to ensure application integrity. • Created custom WordPress plugins and themes, increasing client website traffic by 28%. • Conducted UX/UI research, developing user-centered designs that improved us ability by 35%. • Developed desktop applications with Python Tkinter, enhancing
Education verified_user 20% verified
  • Fundación Universitaria Konrad Lorenz
    Bachelor of science
    Fundación Universitaria Konrad Lorenz
    Jan 2023 - Current (3 years 3 months)
  • Holberton School Colombia
    Holberton School
    Computer Science and Machine Learning public Remote experience
    Holberton School Colombia, Holberton School
    Jan 2022 - Jan 2023 (1 year 1 month)
  • Holberton School Colombia
    Holberton School
    Computer Software Engineering verified_user Verified experience
    Holberton School Colombia, Holberton School
    Feb 2021 - Nov 2021 (10 months)
    • Full-time intensive program for foundations of computer science. • Collaborative, project-based environment makes the student ready for the real world after graduation.
  • HolbertonSchool
    Engineering
    HolbertonSchool
  • HolbertonSchool
    Computer Software Engineering
    HolbertonSchool
Projects (professional or personal) verified_user 0% verified
  • A
    Aseprite Type Definitions
    May 2022 - Current (3 years 11 months)
    Comprehensive TypeScript typings for Aseprite's scripting API, allowing type-checked scripts in TypeScript and seamless compilation to Lua using ts2lua. Supports anima tions, color models, image manipulation, and more. Available on GitHub.
  • D
    Dance For Everyone
    Jan 2022 - Jan 2023 (1 year 1 month)
    Built a web-based game using machine learning to help users improve dance skills through real-time pose estimation. With dance videos from YouTube. This project eliminates the need for specialized equipment, making it accessible to anyone with a webcam and internet connection. Detailed information can be found on github.
  • W
    Buddy Sitter
    Wilgie , Inc
    Dec 2020 - Jan 2022 (1 year 2 months)
    - Frontend Developer
  • C
    CSS is Art
    Created a series of pure CSS projects featuring 3D and 2D animations, along with in teractive games, all encapsulated within web components to isolate each project. The projects showcase the potential of CSS demonstrating proficiency in both animation and modular web component design. Available on
  • M
    Mastermind Virtual
    Virtual implementation of the Mastermind game, developed with Python and a fron tend built in JavaScript. Designed a component-based system for interactivity and implemented a FLUX architecture for state management. Available on Netlify.
  • A
    AseColor
    Advanced library for handling colors in Aseprite, enabling precise color conversions and harmonies. Includes automatic palette generation and support for various color models (RGB, HSL, LAB, and CMYK). Available on GitHub.
  • N
    Nature Agents
    Developed an innovative video game that addresses environmental challenges in Bo gotá's San Cristóbal neighborhood. The game uniquely integrates children's drawings from the local community, transforming them into an educational and interactive ex perience. Built with Svelte and TypeScript, the project blends creativity with technology to raise environmental awareness. Available on GitHub.
  • P
    Pixel Art Suite for Aseprite
    Developed a comprehensive suite of tools for Aseprite, enhancing pixel art creation through advanced color management, image processing, and multi-language support. The suite integrates deep knowledge in color theory, image filters, and lifecycle man agement, offering a robust extension to Aseprite's capabilities. Available on GitHub.
  • S
    Sorting Algorithms
    The programming language used for this project is C. The primary objective of this project is to gain knowledge on the main sorting algorithms such as Bubble Sort, In sertion Sort, Selection Sort and Quick Sort. Additionally, the project aims to evaluate the time and space complexity of each designed algorithm and the Big O notation.
  • G
    Get Custom Properties
    Get Custom Properties is a library that retrieves custom properties defined in CSS se lectors or within the
  • a
    ase_ui - UI Library for Aseprite
    Developed a UI library with a component-based architecture for creating Aseprite plug ins. Simplified plugin UI development, reducing implementation time by 68%. GitHub.
  • W
    Web
  • U
    Use Easy
    Created a global state management library for React apps, simplifying state handling and reducing development time. Reduced state management codebase by 30%. Avail able on npm.
  • P
    Power Styles
    Developed a dynamic style library for Svelte, enabling reactive styling and improving developer efficiency. Accelerated front-end development by 20%. Available on npm.