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About

25 yo Multicloud Engineer @SAP

👨‍💻 Java, Python, Angular Dev ☁️ Cloud & DevOps Enthusiastic 🦾 APIs

📚 Currently learning TDD, Design Patterns. Trying to be the best developer I can.

🐦 Providing Dev Tips on Twitter ✍️ Tech Writing (trying to)

💼 Experience

Things and places I have worked with

SAP - Multicloud Engineer

Oct 2021 - Now

Neoris - Python / AWS Dev

Nov 2020 - Oct 2021

AWS and Python app development of applications for an educational client. Worked in a 15 people team as nexus between frontend and backend.

  • Development using AWS SAM, Lambda, Chalice, S3, SQS, and SNS.
  • Design and development of microservices architecture
  • Design of Database Model
  • Unit testing and quality control using Sonar and Bamboo
  • CI/CD pipelines. Production deployments.

GATV - Fullstack Dev

Mar 2020 - Nov 2020

AI-related application development. From frontend to backend and DevOps. Focused on image processing-related algorithms. Technologies:

  • Docker / Docker swarm / Gitlab CI CD for DevOps
  • Python (Flask) / SpringBoot for backend
  • VueJs / Angular for frontend

Visiona - AI / Computer Vision Fullstack Dev

Mar 2018 - Mar 2020

  • Software development focused on Artificial Intelligence and Computer Vision.
  • API development to consume these applications using OpenAPI standard via Flask.
  • Docker containers to take development into production.
  • Programming Languages: Python, Javascript, Docker.

🎓 Education

Official? studies

Master in Big Data & Machine Learning

Sept 2018 - Jul 2019

Learned core concepts for Machine Learning and Deep Learning development:

  • Time Series Analysis
  • Statistical Modelling
  • Optimization
  • Image processing
  • Reinforcement Learning.

Bachelor Degree in Telecommunications Engineering

Sept 2014 - Jul 2018

Oriented to Signal Processing and specialized in Image & Sound Processing.

Final's degree project about parking occupancy detection, lead to my experience at Visiona IP. Proposed to mention of honor.

📚 Courses

I have learned some things in my spare time

AWS Cloud Architect Nanodegree - Udacity

Dec 2020 Nanodegree focused on architecting systems at AWS:

  • Complete AWS cloud systems design and implementation
  • Monitoring of system status and performance.
  • Security in cloud deployments.
  • Cost optimization.
  • Automation of deployments using Terraform and Cloudformation. Certificate

Udacity - Cloud DevOps Nanodegree

Jun 2020 Nanodegree to learn about DevOps using AWS services. Learned about:

  • Static websites deployment using S3.
  • Template stack deployment using CloudFormation
  • Jenkins CI using EC2 instances
  • Ansible deployments
  • Final capstone consisting of an automated CI/CD pipeline using Jenkins and CloudFormation to deploy a Flask Web App

Certificate

Udemy - Java & Angular Fullstack Development

Nov 2020 - Oct 2021

  • Project-oriented course. Learn how to create an API in Springboot together with a UI using Angular.
  • Created an E-commerce application completely functional
  • Check it here, it works!

Certificate

🛠️ Projects

These are some projects I have built during my career!

👨‍💻 Personal

Spring & Angular Ecommerce App - Personal

  • Created an E-commerce application using SpringBoot to build the REST API and Angular to create the frontend
  • Deployed using Heroku and Vercel
  • Check it here, it works!

💼 Work

Educative Platform (Santillana) - Neoris

  • AWS Project using Lambda, SAM, S3, SNS, SQS, and RDS
  • API Design. Data Model creation
  • Backend development using Python and Chalice

Kiwame - GATV

  • EU Project focused on providing personalized mobile tools to kidney patients at risk of overhydration.
  • DevOps Engineer for containerizing the API using Docker.
  • Production deployment with Docker Swarm.

Videomos

  • Video Content Quality Monitoring using Artificial Intelligence.
  • Tech Leader. Organized production version control system.
  • Backend development together with deployment using Python, MongoDB, and Docker

NGR 5 EU Project - Visiona

  • Intrusion and Risk Detection using Drone Imagery processed using TensorFlow and OpenCV.
  • Paper awarded development
  • Deployed using Docker and Docker Swarm

AVVPark - Visiona

  • Automatic Parking occupancy detection system using Tensorflow and Keras for AI.
  • Python backend development and Docker with Gitlab CI/CD for production environment. Demo Video

🎓📃 Publications

Even someone has decided that my content deserves a publication 😁😁

Paper

Automatic Change Detection System over Unmanned Aerial Vehicle Video Sequences Based on Convolutional Neural Networks

Sept 2019

  • Related to the predictive maintenance solution for the NRG 5 Project.
  • Automatic change detection system using aerial images.
  • Combined OpenCV and Deep Learning to detect changes on automatic security routes.

Link

Book's Chapter

The Internet of Things: From Data to Insight, Chapter 6 March 2020

  • Published by Wiley and edited by John Davies and Carolina Fortuna.
  • Our contribution to this book is the description of how Deep Learning and IoT can be combined for inspecting critical infrastructures.
  • A use case is detailed from the NRG5 project.

Link

Degree Final's Project

Parking Occupation Automatic Detection system with TensorFlow

Jul 2018

  • The base of the future development of AVVPark.
  • Combining image processing to detect and segment parking lots and Deep Learning to detect the occupancy status of each lot.

📨 Contact

Reach out!

🐦@victorgarciadev

👨‍💻 Github

📧 Email

👥 Linkedin🎓