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
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 & ResearchDouble-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 TasmaniaDouble-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 MadridPart 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 MontpellierStudied 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
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)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 UniversityExchange 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 & ResearchExchange 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
- Unit coordinator for SCIE3314 Crops and Cropping Systems and AGRI4401 Precision Agriculture.
Earth Observation Scientist
DAS (Digital Agriculture Services) · Melbourne, Victoria, Australia
Full-time hybrid role.
University Lecturer
University of Melbourne · Melbourne, Victoria, Australia
- 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
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
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
- Tutored KGG103 and KGG542: Introduction to Remote Sensing.
Founder
AB Agro Imagem · Piracicaba, São Paulo, Brazil
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
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
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