Software, AIML, Data, Patterns, NLP, Bioinformatics

Computer Scientist and Technologist

I am a published researcher in machine learning, generative AI, cybersecurity, anomaly detection, and recommendation systems. I am an expert in software, AIML, data, analytics, cybersecurity, and pattern recognition with experience in academia, the private, and the public sector. My credentials include two Masters from Department of Electrical Engineering and Computer Science and industry renowned technology certifications (ISC2, iAPP, ISACA, PMI, Linux, CompTia, etc). I am currently a PhD candidate at Department of Electrical Engineering and Computer Science. I enjoy programming software for fun and playing musical instruments like the guitar.

*Since the internet is public, serious inquiries only.

Interest

Architected Applied-Research

Interests include cybersecurity, recommender systems, and machine learning. Having programming skills in C++, Java and Python help. Databases familiarity include MySQL and Oracle. I use Sklearn, LightBGM, and Apache Spark in experiments. AWS familiarity and Docker.

Research Github Academic Github

Academic

Cited by Other Authors

Started back in 2019. My research career is young, but thanks to exemplary role models (e.g. my advisors) I am a published and cited author. My works are published in leading interdisciplinary academic journals and are featured in leading re-print indexing sites such as Arxiv.

Google Scholar

Sponsor

Earned Research Sponsorships

Having been sponsored by the NSF and the Department of Education so far, I show great pride, trustworthiness, and a sense of responsibility in my work. My research is focused on applied research. My goal is to show research that has applied uses in society.

Google Scholar

Publications

Lead or Co-Lead Author roles

A survey and taxonomy of adversarial neural networks for text-to-image synthesis

Authors: Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu

Wiley Arxiv Google Scholar SemanticScholar Researchgate

Soon to be published

Lead Researcher

Machine learning, Feature Selection, Anomaly identification, Cybersecurity, Digital Payment Fraud Detection

Authors: Jonathan Herrera

Soon to be published

Lead Researcher

Machine learning, Feature Engineering, Anomaly identification, Cybersecurity, Digital Payment Fraud Detection

Authors: Jonathan Herrera

Soon to be published

Lead Researcher

Machine learning, AI operationalization, Distributed Systems, Anomaly identification, Digital Payment Fraud Detection

Authors: Jonathan Herrera