Summary

Expertise

Project Highlights

Education

Agency

JR

English:

Advanced

Jabes R.

vetted by Youteam

Vetted by YouTeam

Mexico

UTC -06:00

America/Mexico_City

English:

Advanced

Software engineer with 9 years of experience, with a strong focus in Machine Learning and Deep Learning fields.

Software engineer with 9 years of experience, with a strong focus in Machine Learning and Deep Learning fields. He’s been involved in the end-to-end product development life cycle within different industries like construction, geospatial, healthcare, and tourism. Strong knowledge in Software Engineering, Cloud Computing, Data Analysis, and Model Serving. Passionate to resolve problems with Software Engineering and Machine Learning seeking to increase skills in Artificial Intelligence fields like Computer Vision and Natural Language Processing in any sector.

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Expertise

Years of commercial development experience

9 years of experience

Core technologies

Machine Learning 4 years
Python 4 years
SQL 4 years
Data Scientists 4 years
MongoDB 1 year

Other technologies

AWS
C++
Java
JavaScript
PostgreSQL
Spark
Bootstrap
Scrum
Postman
Hadoop
Pyspark

Project Highlights

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Data product Owner

Price Travel Holding

Feb `18 - Mar `19

1 year

Price Travel

Data Analysis to discover new patterns or user behaviors on platform  Leading Data Science initiatives o Prediction of Hotel Cost under estacionalities. o Recommendation Systems. o Price forecasting for revenue management.  Test Machine Learning Models to proof of concepts of initiatives under business cases.  Communicate Data Insights to the business.  Progress Reporting for business area and stakeholder.  Ensure Business Value and Follow the effort with the involved teams.  Working Closely with Software Architects to have a correct integration of Machine Learning Pipelines.

Responsibilities & achievements

Data Analysis to discover new patterns or user behaviors on platform  Leading Data Science initiatives o Prediction of Hotel Cost under estacionalities. o Recommendation Systems. o Price forecasting for revenue management.  Test Machine Learning Models to proof of concepts of initiatives under business cases.  Communicate Data Insights to the business.  Progress Reporting for business area and stakeholder.  Ensure Business Value and Follow the effort with the involved teams.  Working Closely with Software Architects to have a correct integration of Machine Learning Pipelines.

Google Analytics
JIRA
Git
SmartGit
TensorFlow
scikit-learn
pandas
icon
Machine learning Consultant

Machine Learning Consultant

Mar `17 - Sep `21

5 years

Fotosa3D

Having the business acumen to develop the desired product, empathizing with the customer to guide the correct prioritization to have business outcomes early.  Leading human resources, implementation, and quality according to the budget.  Leading Machine Learning Projects Implementation through its life Cycle and stages.  Defining, Design and Implement Deep Learning architectures to resolve Computer Vision and NLP problems.  Defining Data pipelines related to Computer Vision.  Defining data pipelines related to NLP.  Programing Deep Learning proof of concepts to ensure a real impact over the client KPIs: cost reduction, cost forecasting, time optimization, anomaly detection, object detection. Orchestrating effort in cloud infrastructure and software development when POC was approved for an MVP to test the market.  Data Analysis and Unsupervised Modelling for Clustering and Feature Extraction.  Machine Learning Automation steps preprocessing, training, evaluation and retraining.  Provisioning and configuring Cloud Services (AWS, GCP) according to the budget and business requirements.

Responsibilities & achievements

Having the business acumen to develop the desired product, empathizing with the customer to guide the correct prioritization to have business outcomes early.  Leading human resources, implementation, and quality according to the budget.  Leading Machine Learning Projects Implementation through its life Cycle and stages.  Defining, Design and Implement Deep Learning architectures to resolve Computer Vision and NLP problems.  Defining Data pipelines related to Computer Vision.  Defining data pipelines related to NLP.  Programing Deep Learning proof of concepts to ensure a real impact over the client KPIs: cost reduction, cost forecasting, time optimization, anomaly detection, object detection. Orchestrating effort in cloud infrastructure and software development when POC was approved for an MVP to test the market.  Data Analysis and Unsupervised Modelling for Clustering and Feature Extraction.  Machine Learning Automation steps preprocessing, training, evaluation and retraining.  Provisioning and configuring Cloud Services (AWS, GCP) according to the budget and business requirements.

Apache
AWS
Flask
Grails
Java
PostgreSQL
Python
Spark
Spring Boot
pandas
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Software development Manager Lead

GIDSoft

Apr `15 - May `17

2 years

GIDSoft

 Lead the development of the software as service CIEGIS, a platform to enable any organization to manage geographical information across different formats like SHAPE, DWG and SQL, and then makes the administration accessible through maps and visual queries.  Preparation and management of the project's budgets including cloud infrastructure, effort, quality and software development process.  Leading human resources, implementation, and quality according to the budget.  Having the business acumen to develop the desired product, empathizing with the customer to guide the correct prioritization to have business outcomes early.  Progress Reporting for business area and stakeholder.  Provisioning and configuring Cloud Services according to the budget and business requirements.

Responsibilities & achievements

 Lead the development of the software as service CIEGIS, a platform to enable any organization to manage geographical information across different formats like SHAPE, DWG and SQL, and then makes the administration accessible through maps and visual queries.  Preparation and management of the project's budgets including cloud infrastructure, effort, quality and software development process.  Leading human resources, implementation, and quality according to the budget.  Having the business acumen to develop the desired product, empathizing with the customer to guide the correct prioritization to have business outcomes early.  Progress Reporting for business area and stakeholder.  Provisioning and configuring Cloud Services according to the budget and business requirements.

AWS
Google Maps
Java
PostgreSQL
Python
SQL Server
Docker
Spring Boot
Leaflet

Education

Higher education in Computer Science

Agency

agency #2271

100-400

GMT-6

Ciudad de Mexico/Mexico,Austin/United States,Cuernavaca/Mexico

Core Expertise

AngularJS
Django
Java
JavaScript
Kotlin
MongoDB
.NET
Node.js
Python
React.js
React Native
TypeScript
Vue.js

Industries

Banking & Finance, Internet & Telecom, Beauty & Personal Care, Big Data

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