“Developing and Deploying Hybrid AI Clinical Reasoning Systems”
Ernest Bonat, Ph.D., Apr 22, 2026.
“Machine Learning Classification of Structural Protein Sequences for Drug Discovery”
Paul London, M.S., Ernest Bonat, Ph.D., Jan 23, 2026.
“The Definitive RAG Guide: Building Production-Ready RAG Assistant for Generative AI (Part 1: The Architecture)”
Tejas Kumar Leelavathi, MS CS; Suyash Sreekumar, MS CS, Ernest Bonat, Ph.D., Aug 12, 2025.
“The Definitive RAG Guide: Building Production-Ready RAG Assistant for Generative AI (Part 2: Text Embeddings)”
Suyash Sreekumar, MS CS · Tejas Kumar Leelavathi, MS CS · Ernest Bonat, Ph.D., Aug 12, 2025.
“The Definitive RAG Guide: Building Production-Ready RAG Assistant for Generative AI (Part 3: Vector Databases and Retrieval)”
Suyash Sreekumar, MS CS; Tejas Kumar Leelavathi, MS CS; Ernest Bonat, Ph.D., Aug 12, 2025.
“The Definitive RAG Guide: Building Production-Ready RAG Assistant for Generative AI (Part 4: Prompt Engineering)”
Suyash Sreekumar, MS CS; Tejas Kumar Leelavathi, MS CS; Ernest Bonat, Ph.D., Aug 12, 2025.
“The Definitive RAG Guide: Building Production-Ready RAG Assistant for Generative AI (Part 5: Evaluation with RAGAS)”
Tejas Kumar Leelavathi, MS CS.; Suyash Sreekumar, MS CS; Ernest Bonat, Ph.D., Aug 12, 2025.
“Talking to Macromolecules: A GenAI Chatbot Assistant for Bioinformatics and Computational Biology”
Ernest Bonat, Ph.D.· Chad Turner. May 24, 2025.
“From Data to Diagnostics: Advanced GenAI Solutions for Disease Prediction”
Ernest Bonat, Ph.D., Chad Turner. Apr 9, 2025.
“Advanced Paternity DNA Sequence Classification Using Dynamic Programming and Machine Learning Algorithms. Part 2”
Ernest Bonat, Ph.D., Mohamed Abdulaziz Eisa, B.Sc. AI, Jan 19, 2025.
“Advanced Synthetic DNA Sequence Generation and Preprocessing for Natural Language Processing”
Ernest Bonat, Ph.D., Jan 13, 2025.
“Using Machine Learning Models for Breast Cancer Diagnosis — A complete Machine Learning Project Workflow for Life Sciences”
Ernest Bonat, Ph.D., Chad Turner, Nov 9, 2024.
“Advanced Paternity DNA Sequence Classification Using Dynamic Programming and Machine Learning Algorithms. Part 1”
Ernest Bonat, Ph.D., Mohamed Abdulaziz Eisa, B.Sc. AI, Sep 12, 2024.
“Q & A ChatBot — A Generative AI Application Using Large Language Models”
Pankaja Ambalgi, M.S., Ernest Bonat, Ph.D., Jul/31/2024.
“Apply Machine Learning Algorithms for Classification Drug Discovery Data”
Ernest Bonat, Ph.D., Apr 27, 2024.
“DNA Sequences Preprocessing Using PySpark Library”
Ernest Bonat, Ph.D., Feb 24, 2024.
“ETL Package Development with 3-Tier Architecture for Data Engineering”
Ernest Bonat, Ph.D., Jan 23, 2024.
“Advanced DNA Sequence Text Classification Using Natural Language Processing”
Ernest Bonat, Ph.D., Dec 22, 2023.
“Fast DNA Sequence Data Loading — List vs. NumPy Array”
Ernest Bonat, Ph.D., Aug 9, 2023.
“DNA Sequence String Conversion to Label Encoder for Machine Learning Algorithms”
Ernest Bonat, Ph.D., April 18, 2023.
“Advanced DNA Sequences Preprocessing for Deep Learning Networks”
Ernest Bonat, Ph.D., Mar 29, 2023.
“Building Machine Learning Clustering Models for Gene Expression RNA-Seq Data”
Ernest Bonat, Ph.D., Dec 28, 2022.
“RNA-Seq Gene Expression Classification Using Machine Learning Algorithms”
Ernest Bonat, Ph.D., Aug 6, 2022.
“Web Deployment of Genomics Machine Learning Models Using Flask Web Framework”
Ernest Bonat, Ph.D., June 18, 2022.
“Apply Machine Learning Algorithms for Genomics Data Classification”
Ernest Bonat, Ph.D., Bishes Rayamajhi, MS. February 03, 2021.
“Melanoma Skin Binary Image Classification using XGBoost Algorithm”
Tyler Yarnell, Ernest Bonat, Ph.D. April 10, 2019.
“Using C# to call Python RESTful API Web Services with Machine Learning Models”
Ernest Bonat, Ph.D. Jan 24, 2018.
“Using C# to run Python Scripts with Machine Learning Models”
Ernest Bonat, Ph.D. July 24, 2018.
“Refactoring Python Code for Machine Learning Projects. Python “Spaghetti Code” Everywhere!”
Ernest Bonat, Ph.D., Jun 18, 2018.
