Green leaf




Alvaro D - Data Science developer
Member since:Dec 30, 2020
Profile last updated:Jan 06, 2021
Last activity:March 1, 2021, 10:37 p.m. UTC
Location:
Venezuela

Alvaro D

ENGINEER

I'm graduate of Computer Science with knowledge of Machine Learning and Deep Learning. My professional experience is based in optimization models using Python and R. My profile is oriented to Data Science.

Skills:   Data Science  ·  Python  ·  Numpy  ·  Tensorflow  ·  Flask  ·  R for Statistics  ·  C++  · 
Weekly Availability: 45 hours
Day UTC PST
Mon 04 - 13 20 - 05
Tues 04 - 13 20 - 05
Wed 04 - 13 20 - 05
Thurs 04 - 13 20 - 05
Fri 04 - 13 20 - 05

Experience: 3 yrs
Data Science: 3 yrs
Python: 3 yrs
Numpy: 2+ yrs
Tensorflow: 2+ yrs
Flask: 2+ yrs
R for Statistics: 1+ yrs
C++: 1+ yrs
Engineer's Devices:
Windows
Android

Experiences
Avanti Financial Services     Python Developer     Employment
Oct 2018 - Present
Finance

  • Generated special functions for the creation of a framework for quantitative finance and backtesting: plotting, performance stats, backtesting of strategies based on the Kalman Filter and OLS.
  • Implemented a predictor of the market sentiment of the crypto-currency using an ARIMA autoregressive Machine Learning model. (Data Science, Data Analysis, Numpy and Pandas)
  • Designed PostgreSQL databases for financial data storage.
  • Created RESTful APIs for projects using Python and Flask as a micro-framework.
  • Implemented a version of financial strategy based on Machine Learning algorithms (SVM and R.Forest using TensorFlow) to create and update financial portfolios that will exceed the S-&-P500 in returns.

Skills used: Data Science, Flask, Python, Numpy, Tensorflow


University Of Carabobo     University of Carabobo     Contractor Professor     Contract
Jan 2020 - Present
Education

  • Professor of Algorithms II: Linear Structures, Hierarchical Structures and Multi linked Structures
  • Professor of Programming II (C++): Linear Structures, Hierarchical Structures and Multi linked Structures.

Skills used: C++


Sofoscorp     Breeding Birds Optimizer     Developer     Employment
May 2018 - Jun 2019
Food and Agriculture

  • Developed functional prototypes for the simulation of breeding birds housing processes based on linear programming and mixed integer programming using R for statistics. (Data Science)
  • Developed the migration of a hosting process simulation prototype system from R to Python using scientific libraries such as Pandas, Numpy, Scipy and Pulp. Used Facade as a design pattern.
  • Created the microservices API for an application using Flask.
  • Developed functional prototypes for interpolation models using methods like Cubic Splines using Python as a tool.
  • Reviewed a Genetic Algorithm developed by third parties.

Skills used: Python, Data Science, R for Statistics



Education
University of Carabobo    B.Sc  (Computer Science)
Dec 2014 - Dec 2019

Courses
Introduction to Portfolio Construction and Analysis with Python – EDHEC Business School    Coursera
May 2020 - Jun 2020
Skills learnt: Python, Numpy, Pandas, Finance Cloud Compliance
Deep Learning - deeplearning.ai    Coursera
Aug 2018 - Dec 2019
Skills learnt: Python, Deep learning
The Hardware of a Quantum Computer    EDX
May 2020 - Jun 2020
Skills learnt: Quantum Computing

Projects Reviewed by Alvaro D
https://blog.learningdollars.com/2021/01/02/ai-in-medical-diagnosis/