Areas Frederico Guerra is Knowledgeable in:
Machine Learning
Optimization
Simulation Modeling
Frederico Guerra's Problem Solving Skills:
- Seed Production Optimization
- Breeding
- Deep Learning
- Machine Learning
- Combinatoril Optimization
- Python
- Yield Simulation
Frederico Guerra's Problem Solving Experience:
- I developed an in-season supervised learning to predict the likelihood of failure for the planted germplasms after the seed emergence in order to provide better decisions in hand pollination prioritization.
- I developed a supervised learning model using historical seed production and phenotype data of the hybrid make up in order to optimize the planting area in nurseries fields.