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I am a software engineer with a mathematics background and strong experience in machine learning, AI security, and full stack development.

Data Science.

Full Stack Dev.

Web Design.

I've worked on many types of projects.

let's connect

Feature-rich Data Pipelines

Batch-processing, websockets

Event-driven data processing, live streaming data

Website Solutions

WordPress themes, Cloud and self-hosted servers

WordPress, custom themes, reverse proxy accessibility layer

Professional Consulting

Digital strategy, deliverable roadmapping

Product scoping, founders and early-stage startups

Connect with Alexander Wei

for your questions and inquiries, or just to say hi!

Practical Software and Systems Experience

Data Science, ML, and SDE

I’m not only strong on the ML and maths side. I’ve got years of practical software and systems experience, including self-managed projects, which gives me a well-rounded ability to deliver both prototypes and production systems.

across the stack

DB

Python

PHP

AWS

Node.js

linux

Artificial Intelligence

Research - Applications

When we hear AI, we often think “ChatGPT” or Large Language Model.

AI can do much more. I built software that responds to emerging threats against ML models: computer vision in images, and classifiers in numerical data.

In one project, I led a team in developing a Reinforcement Learning testbed to model adversarial behavior on simulated networks – an emerging topic in drone warfare. Our team presented at the Orlando Winter Simulation Conference.

Link to paper

Served at 2025-10-12 03:49:15; RSS Aggregator by Alexander Wei

Unraveling Culinary Secrets with a Restricted Boltzmann Machine: A Deep Dive into Ingredient Patterns

Machine Learning

At the heart of our project lies the Restricted Boltzmann Machine, a type of neural network particularly adept at uncovering hidden patterns in data. In the culinary world, ingredients form complex relationships, creating a web of flavors and textures. Our goal is to untangle this web and discover how ingredients co-occur in recipes.
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The Food.com 2023 Dataset

Data Engineering

The dataset is a rich compilation of recipes, spanning a wide range of cuisines and styles. It offers a unique perspective on what makes a recipe more than just a list of ingredients and steps. With over 500k recipes, it’s a deep dive into the culinary world, providing data enthusiasts, chefs, and food bloggers an opportunity to analyze and understand cooking trends on a macro scale.
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