MITCHELL FALKOW

About Me

I am a software engineer with experience in data engineering, DevOps, and data science. Larger interests include artificial intelligence and natural language processing. I enjoy collaboration, learning, and helping others.

Outside of my professional life, I am passionate about martial arts, which I have practiced for approximately 14 years, and cooking.

Research

• Exploring the use of domain-specific knowledge graph entities for building attribute-based policy structures; and,
• Designing an application for generating those computable policies (tetherless-world/adapt)

Projects

• KirbyML: An attempt at creating a reinforcement learning model capable of playing Kirby's Dream Land (2020). End results can be found here.
• NLP ToS Summarization: An attempt at tackling the idea of summarizing Terms of Service documents for my Natural Language Processing class (2019). End results can be found here.
• Computational Optimization (Final Project): For this final project, we were tasked with creating a support vector machine (SVM) to classify random data, and see how said model compared to the instructor's model. Results summarized in the link above.