Patrick Dwyer
Data Scientist with 2 years of experience in cloud-based data engineering and machine learning. Proficient in designing, developing, and maintaining scalable systems across AWS, Azure, and GCP. Strong expertise in Python, SQL, and Terraform, with hands-on experience building data pipelines, containerized applications, and CI/CD workflows. A fast learner with a problem-solving mindset, passionate about data engineering. Google Cloud Certified Professional Machine Learning Engineer.
Experience
Manifold Group:
Data Scientist October 2023 –
Present
- Worked in a team setting to develop terraform resources for a data lakehouse architecture on Azure
- Built a containerized Azure Durable Function App to run dbt-core
- Designed networking surrounding a Synapse based data lakehouse on Azure in a team environment
- Built and presented pipelines and classification models using Vertex AI to new clients
- Built CI/CD pipeline for containerized anomaly detection application (GitLab CI/CD)
- Designed and developed anomaly detection application (Python, Docker, AWS EC2)
Websanity:
Web Developer September 2023 –
Present
- Freelance Web Developer for Rulepop, an emerging rules reference platform for tabletop games
- Implmented and maintaining Javascript features on an as needed basis
Schwartz Lab:
Lab Tech July 2023 –
Sep 2023
- Developed supervised 3d Convolutional Neural Network in PyTorch
- Manually labelled 8,544 ground truth 2d points to ensure model accuracy
Tools & Skills
Tools
Skills
- Communication
- Translating complex technical concepts
- Presenting
- Working in a team environment
- Problem solving
- Programming
- System Design
- Analysis
- Modeling & machine learning
Education
BA: Mathematics,
Computer
Science Sep 2019 –
June 2023
- Northwestern University, Evanston, IL
- Weinberg College of Arts and Sciences
- 3.43/4.00 GPA
Notable Coursework
Mathematics
Major GPA: 3.30/4.00
- Optimization
- Graph Theory
- Complex Analysis
- Abstract Algebra
- Chaotic Dynamical Systems
- Probability and Stochastic Processes Sequence
- Linear Algebra and Multivariable Calculus Sequence
Computer Science
Major GPA: 3.51/4.00
- Networking
- Operating Systems
- Compiler Construction
- Programming Languages
- Computer Systems
- Data Structures
- Algorithms
- Advanced Algorithms
- Online Markets
- Social Network Analysis
- Natural and Artificial Vision
- Practicuum in Intelligent Information Systems
- Data Privacy
- Law and Digital Technologies
- Game Design and Development
Projects
This websitepatrickdwyer.com Summer 2023-Present
- Responsive CV website built with industry best practices using vite & vanilla html/css/js
- Integrated offline PWA functionality using vite-pwa-plugin
LLVM Compiler (Class: Compiler Construction) Winter 2022
- Built an LLVM➞Assembly compiler in C++