Alan Carbajo

Machine Learning Researcher in Virology

Integrating Artificial Intelligence with Virus Research

I am a researcher specializing in the applications of artificial intelligence in the field of virology. My work primarily focuses on developing computational techniques to model virus behavior, genomes, and their molecular interactions. I currently work under Dr. Phil Pellett at Wayne State University School of Medicine in Detroit.

I design and train neural networks to build artificial genomes and predict epidemiological behavior. I believe that through this, we can uncover patterns in virus behavior that can be exploited to improve our response to novel pathogens. I hope that one day we view viruses as useful tools to help cure disease, enhance human lifespan and immunity, and combat climate change.

Research Interests

Designing artificial viral genomes for next-gen vaccines

Simulating virus evolution

Modeling global epidemiological trends

Characterizing virus-host DNA patterns

Technical Skills and Experience

Machine Learning & AI

ML Techniques

GANs Recurrent Neural Networks Random Forest Ensemble/Hybrid Models HMM Regression Models

ML Frameworks & Libraries

TensorFlow PyTorch Keras scikit-learn LangChain

Natural Language Processing

BERT Transformers State Space Models LLM Agent Design Sentiment Analysis

Computer Vision

CNN Image Segmentation Object Detection

Virology

Molecular Virology

Virus Plaque Assays Viral DNA Isolation DNA detection with PCR

Immunology

Mammalian Cell Culture Flourescence Imaging Antibody Staining

Genomics

Bioinformatics

Sequence Analysis Genomic Data Processing

Comparative Genomics

Evolutionary Analysis Genome Annotation

Programming & Scripting

Languages

Python JavaScript R SQL Bash

Web Technologies

HTML CSS React Node.js

Cloud Computing & HPC

Cloud Platforms

Google Cloud Amazon AWS Microsoft Azure

High Performance Computing

Parallel Computing GPU Acceleration Distributed Systems

Recent Publications

"Machine Learning Approaches in Viral Genomics"

Future Journal I want to publish in please

"Predicting Viral Mutations Using Deep Learning Models"

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"AI-Driven Strategies for Antiviral Drug Discovery"

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