**Sean McWillie**
C-Suite / Computer Scientist / Lead Staff Engineer

**Contact**
seanalexander@uchicago.edu
818-929-4513

**Erdős-Bacon Number: 6**

### Technical Skills
**Languages & Frameworks:**
LaTeX 2ε, Shell scripting, Java, ECMAScript (JavaScript/Typescript), Python, C++, C, Swift, C#, Go, Apache, Django, Angular, React.js, CMS/backend admin, HTML/PHP/*SQL, JSON, Regexes, XML, Lisp/Scheme, R (base R, tidyverse), Weka, Tensorflow, Keras, PyTorch, Scala, Elixir, Mathematica, MATLAB, Julia, Forth, Fortran, OCaml, Haskell, Objective-C, Lua, Rapira, Visual Basic .NET, Assembly languages

**Tools & Platforms:**
Linux/*nix systems, GraphQL, SPARQL, Neo4j, GDAL, OpenMP, ChaosMonkey, JetBrains IDE suite, Gremlin, XCode, Visual Studio/VS Code, Xilinx Vitis, LLM, GPT-X, ChatGPT/Stable Diffusion Prompt Engineering, AWS, GCP, Azure, Apache products (Spark, Arrow, Kafka, etc.)

### Subject Matter Expertise
Graduate-level coursework in Logic, Graph Theory, UI/UX Design, Mathematics, Statistics, Computer Science, Data Science, Machine Learning, Cognitive Science, Physics, Geographic Information, Deep Learning, Cryptography, Post-quantum, Web Scraping, Anti-Surveillance, Network Security, Linux/Unix, Git, Generative AI, Transformers, LLMs, GPTs, Graph/Vector/NoSQL Databases, MLOps, BLOps, DevOps, DevSecOps

### Creative Skills
Generative AI/ML, Adobe Suite, MS Office, Unreal Engine, Unity3D, Blender, Maya, SolidWorks, Draw.io, Visual Paradigm, Final Cut Pro, Logic Pro X, Ableton Live, OBS, ArcGIS, Arduino, Raspberry Pi

### Certifications
**IEEE:** Computing Foundations, Engineering Foundations, Cloud Security, Cluster Analysis, Edge Computing, Multilayer Perceptron, Requirements Engineering, Quantum Cryptography

**NVIDIA:** Disaster Risk Monitoring, Transformer-Based NLP, Generative AI, Diffusion Models, Prompt Engineering, Deep Learning, CUDA, OpenACC, Omniverse, Graph Neural Networks

**Other (In Progress):** Redis University, Certified Calico Operator, Akuna Financial Options, CISSP, PMP

### Open Source Contributions
Yubico, XGBoost, Metabrainz Pickard, McKinsey Nuclio, Python, NASA, NIST, Microsoft, Huggingface, Adaptive AI, Anarchy AI, Extensional AI, Hegel AI, LlamaIndex, Langchain, Pytorch

### Work History
**Chief AI Engineering Officer** – AI Venture Capital Studio (Jun 2023 – Present)
- Deployed cloud-agnostic LLM platform with GDPR/HIPAA compliance
- Implemented post-quantum cryptography for secure REST gateway
- Led global teams across US, LATAM, AMEA, India, APAC, AU/NZ, EU
- Developed MacOSX/Swift desktop client ($250k+ annual savings)
- Pioneered graph-vector hybrid databases for proprietary RAG mechanisms

**iSolvRisk** – Risk Management Analytics Startup (Feb 2023 – Apr 2023)
- Designed micro-service API platform (Angular, GCP, MongoDB, serverless Node.js)

**Google x Coursera** (Mar 2023 – Sep 2023)
- Updated Python Automation certification for FAANG (1M+ students)

**Warner Bros. HBO Discovery** (Jul 2022 – Oct 2022)
- Built graph schema for 100+ years of content analysis (Python, Django, Snowflake)

**Bloomberg** (Feb 2022 – May 2022)
- Deployed 24/7 video broadcasting data center ($500M budget)

**NIST** (Jun 2020 – Jun 2022)
- Malicious URL detection using deep learning (Python, PyTorch, TensorFlow)

### Education
**PhD, Computer Science** – University of Maine (2021–2023)
- NSF-funded Urban Flooding Open Knowledge Network (UF-OKN)

**Masters, Technology Commercialization** – UT Austin (2020–2021)
- Graph-based privacy-preserving menu applications

**ABD, Data Science & Statistics** – University of Maryland (2017–2020)
- Experimental Design, Machine Learning

**Masters, Mathematics/Philosophy** – University of Chicago (Grad. 2017)
- Thesis: Computational paradoxes in NLP

**Bachelors, Computer Science & Philosophy** – UC Irvine (Grad. 2012)

### Military Service
**U.S. Army** (2005–2009, 2009–2012)
- Special Forces Medic, Psychological Operations Sergeant
- Deployed PSYOP campaigns in Baghdad (2007–2008)

### Publications & Research
- "Tweets and Social Network Data for Twitter Bot Analysis" (SBP-BRiMS 2021)
- "Analyzing a Fake News Authorship Network" (iConference 2019)
- "Fake News vs Satire: A Data Set and Analysis" (ACM Web Science 2018)

### Achievements
- LA Hacks & Caltech Hackathon mentor (2020–2021)
- Y Combinator Startup School (2019–2020)
- Robotics and Embedded Systems Certification (2020)
- Military awards (DD 214 available on request)

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*Full CV and references available upon request.*

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