Hi, I am

Gustavo Togeiro de Alckmin

University Lecturer at The University of Western Australia

University Lecturer at The University of Western Australia, coordinating Crops and Cropping Systems and Precision Agriculture. Research experience spans remote sensing, machine learning, and pasture monitoring.

  • Unit coordinator for SCIE3314 Crops and Cropping Systems
  • Unit coordinator for AGRI4401 Precision Agriculture
  • Remote sensing and machine learning for pasture systems
  • Proximal sensing and satellite time-series analysis
Remote SensingMachine LearningPrecision AgricultureSpectroscopyPasture Management

Expertise

Skills

R Programming

Programming in R for statistical analysis, spatial-data workflows, and forecasting; supported by R programming and spatial-data credentials.

LaTeX

Using LaTeX for scientific and technical writing. PhD Thesis written in Rmarkdown/LaTeX.

Agriculture

Agricultural background spanning crop systems, precision agriculture, animal sciences, forage production, and pasture management.

Machine Learning

Machine-learning and time-series analysis for agricultural remote sensing and pasture biomass assessment.

Remote Sensing

Remote sensing for crop and pasture monitoring, including satellite time-series, UAV imagery, and proximal sensing.

Spectroscopy

Field-to-airborne spectroscopy research for estimating perennial ryegrass biomass and feed quality.

Python

Python programming for data science, geospatial visualization, image processing, and agricultural analytics.

Git

Experienced with git-based development. Mostly use GitLab (WUR). Also have experience in working with GitHub.

UAV Pilot

Experience with UAVs and modified false-color infrared cameras for grassland biomass assessment.

TensorFlow & Deep Learning

Training in TensorFlow, PyTorch, Keras, neural networks, computer vision, and deep learning.

MLOps & AI Agents

Training in production machine learning, MLOps, LLMs, RAG, and multi-agent systems.

Geospatial Data Science

Spatial data analysis and geospatial visualization with Python and R.

Background

Education

Doctor of Philosophy - PhD, Remote Sensing

Wageningen University & Research
2016–2021

Double-degree PhD program with the University of Tasmania. Thesis: From field to airborne spectroscopy – advancing spectral data analytics for accurate retrieval of perennial ryegrass biomass and feed quality. Research areas: remote sensing and machine learning for pastures.

Doctor of Philosophy (PhD), Remote Sensing and Forage Management

University of Tasmania
May 2016–May 2021

Double-degree PhD program with Wageningen University & Research. Thesis: From field to airborne spectroscopy – advancing spectral data analytics for accurate retrieval of perennial ryegrass biomass and feed quality. Research areas: remote sensing and machine learning for pastures.

Master's degree, Development Economics and International Development

Universidad Politécnica de Madrid
2013–2014

Part of the AgrisMundus consortium master's program in project planning for rural development and sustainable management. The program was supported by a competitive European Union scholarship.

Activities

  • Global Student Representative

Master's degree, Agricultural Development and Sustainable Agricultural Production

L'Institut Agro Montpellier
2012–2013

Studied animal production systems in tropical areas and assessed livestock index-based insurance for arid regions.

Commodities and Futures - Derivatives and Hedging Strategies, Applied Economics

BMF&Bovespa

2011

Professional education in commodities, futures, options, derivatives, and hedging strategies.

Bachelor's degree - Agronomic Engineering, Agriculture, General

USP - Universidade de São Paulo (Luiz de Queiroz College of Agriculture)
Feb 2005–Aug 2010

Five-year undergraduate program emphasizing agricultural economics, business and management, animal sciences, and forage production.

Bachelor's degree, Animal Sciences and Forage Management

Texas Tech University
Jan 2010–Aug 2010

Exchange studies in beef production, forage crop production, and soil physics. Awarded a CAPES/FIPSE scholarship.

Activities

  • Texas Tech Agronomy Club

Bachelor's degree, Agricultural Economics

Wageningen University & Research
2009

Exchange studies in agricultural economics, finance, risk management, decision science, and international business.

In the field

Experience

University Lecturer

The University of Western Australia · Perth, Western Australia, Australia

Jan 2024 – Present
  • Unit coordinator for SCIE3314 Crops and Cropping Systems and AGRI4401 Precision Agriculture.

Earth Observation Scientist

DAS (Digital Agriculture Services) · Melbourne, Victoria, Australia

Feb 2023 – Apr 2023

Full-time hybrid role.

University Lecturer

University of Melbourne · Melbourne, Victoria, Australia

May 2022 – Feb 2023
  • Lectured in AGRI30045 Applications in Precision Agriculture and GEOM90005 Remote Sensing.
  • Co-coordinated AGRI90096 Advances in Crop Monitoring Methods.

Postdoctoral Researcher

University of Missouri-Columbia · Columbia, Missouri, United States

Aug 2021 – May 2022

Full-time postdoctoral research in precision pasture management and digital agriculture.

  • Developed proximal sensors for pasture height measurement and web platforms for data visualization.
  • Applied machine learning and time-series analysis to satellite data for pasture biomass assessment.

Researcher / PhD Candidate

Wageningen University & Research · Wageningen, Netherlands

Jun 2016 – Feb 2021

Double-degree PhD research with the University of Tasmania, supervised by Arko Lucieer and Lammert Kooistra; resulted in four peer-reviewed publications and research supporting precision pasture management.

Tutor

University of Tasmania · Hobart, Australia

Feb 2019 – Mar 2019
  • Tutored KGG103 and KGG542: Introduction to Remote Sensing.

Founder

AB Agro Imagem · Piracicaba, São Paulo, Brazil

Jun 2014 – Aug 2015

Agricultural technology startup providing solutions using UAVs and satellite imagery.

  • Developed a technical-research plan for multispectral cameras for agriculture.
  • Worked to secure research and development funding.

Short Term Scholar

Kansas State University · Manhattan, Kansas, United States

Apr 2014 – Sep 2014

Short-term scholar working with Deon van der Merwe.

  • Worked with unmanned aerial vehicles and modified false-color infrared cameras for grassland biomass assessment.

Commercial Executive

Czarnikow Group Ltd · Greater São Paulo Area, Brazil

Oct 2010 – Aug 2011

Commercial work in sugar trading, soft-commodity and foreign-exchange risk management, procurement, and logistics.

  • Managed export contracts and trading strategies in physical and derivative markets.
  • Developed risk-management programs for soft commodities and foreign exchange.
  • Supported procurement outsourcing and logistics operations.

Professional development

Licenses & certifications

56 credentials from LinkedIn

2025

  • Deploying AI into Production with FastAPI

    DataCamp Dec 2025

  • Graph RAG with LangChain and Neo4j

    DataCamp Dec 2025

  • Multi-Agent Systems with LangGraph

    DataCamp Dec 2025

  • AI Agents with Hugging Face smolagents

    DataCamp Dec 2025

  • Reinforcement Learning from Human Feedback (RLHF)

    DataCamp Dec 2025

  • Fine-Tuning with Llama 3

    DataCamp Apr 2025

  • Working with Hugging Face

    DataCamp Apr 2025

  • Introduction to Deep Learning with PyTorch

    DataCamp Apr 2025

2023

  • Machine Learning Engineering for Production (MLOps) Specialization

    DeepLearning.AI Nov 2023

  • Machine Learning Engineering for Production (MLOps)

    DeepLearning.AI Nov 2023

  • Machine Learning Modeling Pipelines in Production

    DeepLearning.AI Nov 2023

  • Machine Learning Data Lifecycle in Production

    Coursera Sep 2023

  • Introduction to Machine Learning in Production

    Coursera Jun 2023

2022

  • DeepLearning.AI TensorFlow Developer Specialization

    DeepLearning.AI Dec 2022

  • Sequences, Time Series and Prediction

    Coursera Dec 2022

  • DeepLearning.AI Tensorflow Developer

    DeepLearning.AI Dec 2022

  • Natural Language Processing in TensorFlow

    DeepLearning.AI Dec 2022

  • Convolutional Neural Networks in TensorFlow

    Coursera Nov 2022

  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

    Coursera Sep 2022

  • Visualizing Geospatial Data in Python

    DataCamp Mar 2022

  • Spatial Data with R Track

    DataCamp Mar 2022

  • Spatial Statistics in R

    DataCamp Mar 2022

  • Interactive Maps with leaflet in R

    DataCamp Mar 2022

  • Writing Efficient R Code

    DataCamp Mar 2022

  • Hierarchical and Mixed Effects Models in R

    DataCamp Mar 2022

  • Deep Learning in Python Track

    DataCamp Feb 2022

  • Introduction to Deep Learning with PyTorch

    DataCamp Feb 2022

  • Introduction to TensorFlow in Python

    DataCamp Feb 2022

  • Introduction to Deep Learning in Python

    DataCamp Feb 2022

  • Python Programming Track

    DataCamp Feb 2022

  • Unit Testing for Data Science in Python

    DataCamp Feb 2022

  • Software Engineering for Data Scientists in Python

    DataCamp Jan 2022

  • Data Manipulation with pandas

    DataCamp Jan 2022

  • Parallel Programming with Dask in Python

    DataCamp Jan 2022

  • Writing Functions in Python

    DataCamp Jan 2022

  • ARIMA Models in R

    DataCamp Jan 2022

  • Writing Efficient Code with pandas

    DataCamp Jan 2022

  • Introduction to TensorFlow in R

    DataCamp Jan 2022

  • Image Processing with Python Track

    DataCamp Jan 2022

  • Writing Efficient Python Code

    DataCamp Jan 2022

2021

  • Cloud Computing for Everyone

    DataCamp Jan 2021

  • Intermediate SQL

    DataCamp Oct 2021

  • Joining Data in SQL

    DataCamp Oct 2021

  • Advanced Deep Learning with Keras

    DataCamp Aug 2021

  • Image Processing in Python

    DataCamp Jul 2021

  • Python Fundamentals Track

    DataCamp Jul 2021

  • Forecasting in R

    DataCamp Jul 2021

2019

  • R Programming

    Coursera Feb 2019

2017

  • Machine Learning: Classification

    Coursera Jul 2017

  • Machine Learning: Regression

    Coursera Jun 2017

2016

  • Machine Learning Foundations: A Case Study Approach

    Coursera Course Certificates Aug 2016

  • Fundamentals of GIS

    Coursera Course Certificates Aug 2016

  • The Data Scientist's Toolbox

    Coursera Course Certificates Jan 2016

  • Dairy Production and Management

    Coursera Course Certificates Jun 2016

Undated

  • Image Processing with Keras in Python

    DataCamp Date not listed

  • Neural Networks and Deep Learning

    Coursera Date not listed