09/06/2022 updated

SV
100 % available

Senior Full Stack Developer with artificial intelligence

e, Mexico
Mexico
BSc. Computer Science
e, Mexico
Mexico
BSc. Computer Science

Profile attachments

Senior Full-Stack Engineer

Gesture RecognitionJavaScriptPHPArtificial IntelligenceData AnalysisAutomatic Number Plate RecognitionComputer VisionHTML5Cascading Style Sheets (CSS)Cluster AnalysisDatabasesData CleansingWeb DevelopmentDjangoAmazon DynamoDBForecastingImage ProcessingJinja (Template Engine)jQueryPython (Programming Language)LaravelPostgreSQLLinear RegressionMachine LearningMongoDBMySQLNLTK (NLP Analysis)Node.jsNoSQLObject DetectionPattern RecognitionVisualizationTensorFlowSemanticsSQLiteSQL DatabasesStock MarketsSupport Vector MachineTime SeriesTypeScriptPyTorchReact.jsFlaskRandom ForestDeep LearningNaive BayesVue.jsGoogle FirebaseBackendKerasAngularJSMaterial UIGraphQLReact ReduxDecision Trees
1. Web development
  • Front-End
           HTML5/CSS/Javascript/jQuery, React.js/Redux/Redux-Saga/Hooks/Styled Components/Material UI/Semantic UI, Vue.js/Vuex/Vuetify/Quasar,  Angular2+, TypeScript/TyprORM, GraphQL/Apollo, ES5+
  • Back-End
​​​​​​​           Django/DjangoRestFramework/Flask/Jinja2 template, PHP/Laravel, Node.js/Express
  • Database
​​​​​​​​​​​​​​           SQL(MySQL, PostgreSQL, SQLite3), NoSQL(MongoDB, DynamoDB), Firebase

2. Computer Vision / Image Processing
  • Vehicle detection and classification, vehicle speed detection, ALPR/ANPR, face recognition, emoji recognition, object detection, crack detection, hand gesture recognition, pedestrian detection, image recognition, pattern matching
3. Data Analysis
  • data cleaning and transformation, classification and clustering, time series analysis, stock market prediction, data forecasting, missing data imputation and visualization, Chatbot
4. Machine Learning / Deep Learning
  • Tensorflow, Keras, LSTM / CNN, Random Forest, Linear Regression, darknet, resnet50, YOLO, Pytorch, SVM, Decision Tree, Naive Bayes, KNN, HMM, NLTK

Experience

Professional experience5 - 10 years

Languages

EnglishFluent

Project history

Full Stack Developer

OPU Labs

Pharmaceuticals & Medical Technology

50-250 team member

 Developed a real-time video/text chat web app using VueJS, Vuex,Veutify, Laravel, WebRTC, Socket.io, and NodeJS / ExpressJS.
 Developed a video play/record app using React, Redux, Hook, Saga, Material UI, and Dacast.js
 Develop the SPA website using React/Redux/Saga/Material UI.
 Build the back-end architecture using NodeJS / Express and PHP / Laravel
 Proficient with SQL(MySQL, PostgreSQL) and NoSQL(MongoDB, DynamoDB)
 Familiar with Rest API and 3rd Party API development and integration
 Deploy into AWS EC2, Heroku, and Cpanel
 Familiar with version control tools like Github, GitLab, and Bitbucket
 Project management using Slack, Trello, Asana, and Flock

Full Stack Developer

Upwork.com

Other

>10.000 team member

 Hospital management website development using React.js/Redux/Saga/Hook, Laravel, Material UI, and PostgreSQL
 Blog rest Api development using Django, Djangorestframework, and PostgreSQL
 Designed and implemented REST APIs in DjangoRestFramework(DRF) and Flask.
 Data extraction with web scraping.
 Implemented the search functionality by adding Elasticsearch in the back-end.
Technologies: HTML5/CSS/Javascript/jQuery, React.js, Vue.js, Node.js(Express.js), Bootstrap, Material UI, Django, Flask, Github/Gitlab/Bitbucket, Heroku, Cpanel, MySQL/PostgreSQL

Full Stack Developer

PFCCommo.com

Energy, Water & Environment

50-250 team member

 Data forecasting web application using Django, LSTM with Tensorflow/Keras, VueJS/Vuex/Quasar/Vue-Router. (https://www.pfccommo.com/pfcc-apps.html)
 Designed and implemented REST APIs in DjangoRestFramework(DRF).
Technologies: HTML5/CSS/Javascript/jQuery, Bootstrap, Django, Github, Heroku, MySQL, Canvas.js

Full Stack Developer

Freelancer.com

Other

>10.000 team member

 SaaS web application for pharmacies administration using Django, DRF, Django Tenants, React.js, Redux, Redux-Saga and Redux, Middleware
 E-commerce and Woo-commerce development using Vue/Vuex, and Django
 Booking and social site development using React, Redux, Redux-thunk, GraphQL and React-Apollo
 Rest API development using DjangoRestFramework(DRF)
Technologies: HTML5/CSS/Javascript/jQuery, Vue, React.js, Redux, Redux-Saga, React-Router, Redux-thunk, Immutable.js, GraphQL, ReactApollo, Django, DjangoRestFramework, Github, Heroku, Cpanel, MySQL, PostgreSQL

Full Stack Developer

Vinco Orbis Proyectos SA de CV
As a creative and enthusiastic developer, I have developed startups and large
websites.
Based on extensive machine learning / deep learning, I have developed many
AI-related web pages, including Saas-based web pages, chatbot development,
web-based time series analysis, financial auto Trading, computer vision and
data analysis.
Front-end: React.js / Redux / Next.js, Vue.js / Nuxt.js, HTML / CSS /
Javascript / jQuery, Angular.js
Back-end: Django, Flask, Ruby on Rails, Laravel, Node.js, Express.js
Software: Python, C#, Matlab
Package: Tensorflow, Keras, Tesseract, OpenCV/Emgucv, Panda, Numpy,
Scikit-Learn, Matplotlib, NLTK
Data Visualization: Canvas.js, Chart.js, D3.js, Matplotlib
Database: MySQL, PostgreSQL, SQLite3, MongoDB

Full Stack Developer

Paquetexpress
I have been developed dozens of homepages for startups, including small
flight companies.
Single page application such as React.js and Vue.js and traditional HTML /
CSS / Javascript / jQuery are used as front-end.
For back-end, Python Django, Ruby on Rails and Laravel are used.

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