Dr. Titus H. Fong
B.S., M.C.S. (Illinois); D.Eng. (GW)
Email: titusfong AT gwmail DOT gwu DOT edu
Email: titusfong AT gmail DOT com
Linkedin: https://www.linkedin.com/in/titus-fong-d-eng-33a2bb55/
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Dr. Titus H. FongB.S., M.C.S. (Illinois); D.Eng. (GW) Email: titusfong AT gwmail DOT gwu DOT edu |
Dr. Titus Fong is a Senior Machine Learning Engineer at U.S. Bank and professorial lecturer for the Online Engineering Programs at The George Washington University. He is a machine learning engineering professional focusing on the banking and Financial Technology (Fintech) sector. He has held past and current positions as a big data science and machine learning engineer at prominent financial institutions, including Capital One and U.S. Bank. Dr. Fong excels in developing large-scale machine learning pipelines and platforms in the banking industry. His primary focus revolves around the evolution of next-generation machine learning infrastructure in the realm of FinTech.
Dr. Fong is deeply engaged in various research areas, including Machine Learning Operations (MLOps), natural language processing, product defect discovery, Large Language Model (LLM), and software engineering. His work in these fields is instrumental in advancing and improving the banking and financial technology landscapes. Additionally, his proficiency extends to cloud computing architecture, with a specialization in Azure and AWS.
Dr. Fong holds a Doctor of Engineering (D.Eng.) from The George Washington University and a Master's in Computer Science and a Bachelor's in Electrical Engineering both from the University of Illinois at Urbana-Champaign.
SEAS 8505 Applied Machine Intelligence and Reinforcement Learning
class materials for SEAS 8505:
The Hundred-Page Machine Learning Book. Andriy Burkov, 2019 http://themlbook.com/wiki/doku.php
Machine Learning Engineering. Andriy Burkov, 2020 http://www.mlebook.com/wiki/doku.php
Deep Learning. Ian Goodfellow, Yoshua Bengio, Aaron Courville, 2016 https://www.deeplearningbook.org/
The StatQuest Illustrated Guide To Machine Learning, Josh Starmer, 2022
https://www.amazon.com/dp/B0BLM4TLPY?ref=ppx_yo2ov_dt_b_fed_asin_title
Machine Learning. Ethem Alpaydin
https://www.amazon.com/Machine-Learning-Press-Essential-Knowledge/dp/0262529513
Artificial Intelligence: A Modern Approach, 4th Ed. Stuart Russell and Peter Norvig, 2021
https://www.amazon.com/Artificial-Intelligence-A-Modern-Approach/dp/0134610997
EMSE 8199 Praxis Research
SEAS 8588 Praxis Research for D.Eng. in AI & Machine Learning
Jason Baker
Dissertation: Generative AI Decision Support Tool for Automated Traceability During Systems Development Integrating Large Language Models (LLMS) and Retrieval Augmented Generation (RAG)
https://www.proquest.com/docview/3097473758
Rasha Bou-Shakra
Dissertation: A Predictive Model for the Charging Capacity of Grid-Scale Lithium-Ion Battery Connected to Renewable Energy Sources
https://www.proquest.com/docview/3093327365
Weilung Lu
Dissertation: A Decision Tool for the Supplier Selection of Automotive Back-End Semiconductor Intelligent Manufacturing
https://www.proquest.com/docview/3090866109
Fong, T. H., Sarkani, S., Fossaceca, J. (2021). Auto Defect Detection Using Customer Reviews for Product Recall Insurance Analysis. Frontiers in Applied Mathematics and Statistics, 7. https://doi.org/10.3389/fams.2021.632847
Interview with Chicago Tribune on Data Science Standardized Test
https://www.chicagotribune.com/business/ct-biz-data-science-standard-test-20180625-story.html
ExoWear (Award Winning Early StartUp) founders develop wearable to monitor at-home therapy
https://cee.illinois.edu/news/exowear-founders-develop-wearable-monitor-home-therapy
Interview with University of Illinois on Master of Computer Science in Data Science
https://cs.illinois.edu/academics/graduate/professional-mcs-program/online-master-computer-science-data-science
Doctor of Engineering, 2020
Engineering Management and Systems Engineering
The George Washington University
Thesis: Identifying Product Defects by Applying a Predictive Model to Customer Reviews
Master of Computer Science, 2018
Department of Computer Science
University of Illinois Urbana-Champaign
Bachelor of Science in Electrical Engineering, 2016
Department of Electrical and Computer Engineering
University of Illinois Urbana-Champaign