Hi there, I'm Rico 👋

• 🔭 Currently working on conditional GANs applied to Genetics, and MLOps Engineering at Helsing.ai
• 📫 How to reach me: jvirico@gmail.com

Portfolio

Bioinformatics

• DNA sequence data handling
• Mouse Computed Tomography 3D reconstruction.
• Metaphase Chromosome image generation using Deep Convolutional GAN (DCGAN). (recent research - partially shared)

Computer Vision

• Augmented Reality prototype in Unity.
• Object tracking with occlusions using Kalman Filter.
• Object Detection and Classification for video using OpenCV and C++.
• SLAM + drones + camera based fault detection. (company property - partially shared)
• End to end Structure from Motion, with in-depth Detectots/Descriptors analysis. (Private, ask for visibility at jvirico@gmail.com)
• SIFT feature matching using OpenCV

Data Mining - Machine Learning - Statistics

• Scania Trucks Failure Prediction.
• Bayesian Inference for pose estimation.
• Normality Contrast and data normalization.
• JACINTA (company property - partially shared)

Artificial Intelligence

• 3 Generative Adversarial Networks.
• Perceptron, MLP, Radial Basis Function NN..
• DeepDiseaseGeneration (current research - private)

Sofware Engineering

• pizza_decorator (design patterns)
• binary_expression_tree (design patterns)
• central-messaging-system (design patterns)
• composite-pattern (design patterns)
• flyweight-factory (design patterns)

Miscelanea

• optimization-methods
• hellboy
• jtv-ips
• active-learning-python
• active-learning-pandas