Juan David Salamanca Castillo
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Full stack developer | Python Developer
Bogotá, Bogota, Colombia
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Full Stack Developer verified_user Verified experience public Remote experienceVueDataJul 2023 - Current (3 years 4 months)Developing web apps with technologies such as FastAPI, NestJs, Figma, React and MongoDB. Also I have completed tasks of QA, SEO and worked on AI projects integrating modern LLM as microservices to large scale applications. This company is located in the USA and I have been working with an international team.- DFull Stack Bootcamp public Remote experienceDEVF BootcampMay 2023 - Oct 2023 (6 months)During this bootcamp I developed many applications using different technologies. Such as Nodejs, ExpressJs, React, PostgreSQL, Figma, Html and CSS.
- CData scientist public Remote experienceConstructora BolivarMay 2022 - Jul 2023 (1 year 3 months)- I restructured the AI technological project optimizing the initially established budget, which led me to be recognized by the company.
- I reduced the costs of hiring Software and AI consultants by developing In-House Backend architectures, to implement Artificial Intelligence models in production, and automate processes.
- I was selected as a finalist in the Grupo Bolívar Innovation Awards due to my contribution to a high-impact project for the company.
● Develop RESTful API's and automated digital solutions with Python and artificial intelligence.
● Analyze and implement new technologies in order to generate innovation.
● Monitor the behavior of implemented digital solutions. - Python DeveloperAlephFeb 2022 - May 2022 (4 months)- Developed around 7 projects related to web development, science, data mining and analysis, artificial intelligence and desktop application development.
- I successfully designed and implemented the Full Stack website and the artificial intelligence model for the company's main project.
Responsibilities (functions)
● Develop Full Stack Web applications and desktop applications using Flask, SQL, HTML, CSS, JavaScript, 3rd Party API's.
● Generate full data pipelines following the ETL method with Web Scrapping, SQL and Python technologies.
● Develop and monitor (CI/CD) the status of web pages using Docker and AWS.
Education
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- The Ultimate Git Course public Remote experienceCode with MoshMay 2023All the key concepts of Git
What's, why's and how's of Git
Creating snapshots
Browsing project history
Branching & merging
Handling conflicts
Working with remote repositories
Collaborating with others on GitHub
Code reviews using Pull Requests
Recovering from your mistakes
Rewriting project history
Git best practices
Common pitfalls - The Ultimate Django Series (3 courses) public Remote experienceCode with MoshMar 2023 - May 2023 (3 months)Learn the fundamentals of web development
Build data models
Set up and use MySQL in your Django projects
Create database tables using Django Migrations
Retrieve and store data using Django ORM
Create generic relationships using Content Types Framework
Manage your application data using Django Admin
Implement authentication using Django Authentication System
Secure your APIs with JSON Web Tokens
Write automated tests with pytest
Find performance bottlenecks
Cache data with Redis
Run background jobs using Celery
Django best practices - HSQL Intermediate Certificate public Remote experienceHacker RankDec 2021
- TensorFlow Developer Certificate in 2023: Zero to Mastery public Remote experienceZero to Mastery Academy, UdemyMay 2021 - Jul 2021 (3 months)0 — TensorFlow Fundamentals
Introduction to tensors (creating tensors)
Getting information from tensors (tensor attributes)
Manipulating tensors (tensor operations)
Tensors and NumPy
Using @tf.function (a way to speed up your regular Python functions)
Using GPUs with TensorFlow
1 — Neural Network Regression with TensorFlow
Build TensorFlow sequential models with multiple layers
Prepare data for use with a machine learning model
Learn the different components which make up a deep learning model (loss function, architecture, optimization function)
Learn how to diagnose a regression problem (predicting a nu - PhysicsUniversidad de los AndesJan 2017 - Dec 2021 (5 years)
Awards
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- CRecognition for leader and develop a high impact projectConstructora BolivarDec 2022I recived many recognitions for the develpment of an economic analysis project. The project have made a high impact in the company choices
- CRecognition for rescuing an artificial intelligence projectConstructora BolivarJul 2022- I have rescued an important project for the company in short time
- Award for commitment and agile developmentsAlephMay 2022The recognition was for my commitment, excellence and agile developments. The award was a full month salary.
- Andrés Bello Award Issued by Ministerio de Educación Nacional de la República de ColombiaMinisterio de Educación Nacional, ColombiaDec 2016
- Full Scholarship - Ser Pilo PagaMinisterio de Educación Nacional, ColombiaDec 2016 - Dec 2021 (5 years 1 month)Full Scholarship in Universidad de Los Andes for high performance in the national test ICFES.