Turning Ideas Into Outcomes

Matthew Wear — Work & Portfolio

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I work at the intersection of software, data science, and security — combining technical depth with economic and product intuition. I specialize in end-to-end development of intelligent tools that are not just scalable, but strategic: tools that align with business goals, reduce risk, and provide insight through well-designed data systems.

Mallard

Equipped with industry-leading frameworks & technologies

Simple
Pilot
Cactus
College

Skills

Languages

Python (3.8,11,13) C++ Rust JavaScript

Web Design

HTML5 CSS3 Tailwind CSS v4.1 Bootstrap Figma

Web Development

Django Wagtail FastAPI

Distributed Computing

Celery Dask

Networking & Concurrency (Python)

Async I/O Websockets Paramiko Socket Requests HTTPX Multithreading Multiprocessing

Data Science & Analytics

Linear Regression Logistic Regression Time Series Forecasting IV Regression Causal Inference Panel Data A/B Testing Constrained Optimization

Machine Learning (Python)

PyTorch Pandas Numpy Scikit-learn TorchVision OpenAI Gym OpenAI API Ollama

Databases & Query

PostgreSQL SQLite MongoDB InfluxDB Redis Kafka

CI/CD, MLOps & DevOps

GitHub Actions Docker Apache AirFlow

Cloud & Hosting

AWS ECS AWS Lambda AWS S3 Render Fly.io Cloudflare

Cybersecurity & Ops

Wireshark Nmap Socat Scapy Ghidra

Visualization

Matplotlib Grafana Plotext