These cases are the results of learning by doing and work experience.

Machine Learning Project | 'A Predictive Forest Productivity Model From LiDAR Data Using Ensemble Learning Algorithms in Cloud Platform'

This project use multitemporal LiDAR to map forest productivity and employ ensemble learning algorithms to develop models that predict productivity using climatic and edaphic factors. Model interpretation and analysis by simulation identify primary productivity drivers and opportunities for silvicultural inventions (such as landscape features) to improve management.

Research contribution: this research aims to contribute by developing a novel ensemble learning base technique which will produce predictive models to assist a forest manager in optimal resource utilization with maximization of productivity.

VIEW PROJECTGIT CODE [SOON]
Role:  Machine Learning Engineer, Spatial Data Analysis, Geoinformatic
Team: Dr. Matthew J Cracknell (Postdoctoral Research Fellow in Earth Informatics at the ARC Industrial Transformation Research Hub for Transforming the Mining Value Chain), Dr. Robert Musk (Timberlands Pacific) and Dr.Muhammad Bilal Amin (Computing Information Systems, University of
Tasmania)
School & Mentors: UTAS and Timberlands Pacific.

Dideco Project (UX Master)

Fictional project for learning and improving my UX skills.
Making an App & Improving the Website following a Heuristic Evaluation & User Testing.

READ WEB PROJECT
Role: UX Research & Strategy, Product Designer & UI Designer.
Client: Personal Project

HEURISTIC EVALUATION FOR DESKTOP

Results from my heuristic evaluation for the redesign website.

READ UX RESEARCH & STRATEGY

Created in Plotly:

Made in Excel:

QUANTITATIVE RESEARCH

The survey was created with Google Form
I used Flourish Studio for Data Visualization.

Tip:
1. Select the same number for: GROUP BY and  SHADE BY
2. You can visualize GENDER data  by PERCENTAGE or NUMBER OF PERSONS

Petrol Project 

Helping with the architecture of the website, creating guidelines and some recommendations for the design by using different methodologies (card sorting…)

VIEW WEBSITE
Role: UX-UI Consultant.
Client: Jesus Sotomayor

NATALI´S Project 

This was my first prototype in Webflow. I started with a layout and I personalized every page, nav bar in order to have a better user experience in every device.

VIEW WEBSITE
Role: UI Designer.
Client: Personal Project

PERSONAL BRAND Project 

This was my first webpage with Wordpress and Divi theme. Everything is personalized and it was built for enhancing my personal brand and doing some writing in social media and sport.

VIEW WEBSITE
Role: Developer, UI Designer & Marketing
Client: Personal Project

If you want to have more details about a specific project do not hesite to contact me

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