About Matthew Levin

About Me

Hi, I'm Matthew Levin, a dedicated Software Engineer. I am currently working on cutting-edge solutions at Nextech Systems. I graduated from Loyola University New Orleans with a Bachelor of Science in Computer Science in January 2025.

I have a strong foundation in programming languages like C#, Java, Python, and JavaScript alongside proficiency in frameworks such as Angular, RxJS, Selenium, .NET, and Stripe I am able to excel in creating robust, user-centric web applications and automated testing solutions. My professional experience includes maintaining enterprise-level practice management systems, optimizing SQL Server database performance, and implementing dynamic user interfaces with modern web technologies.

Outside of work and school, I'm proud to be an Eagle Scout, a rank that represents years of commitment, leadership, and community service. For my Eagle Scout project, I designed and built a sensory path for a local elementary school to help kids develop motor skills and create a fun, interactive space for learning. Scouting has taught me persistence, adaptability, problem-solving, and compassion which I carry into everything I do

Below is my interactive resume. Please look it over and Contact Me! Or to view my resume as a PDF:

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Work experience

Mar 2026 - Present
Software Engineer I, Cora AI Scribe - Nextech Systems

• Develop AI scribe features using Python, FastAPI, Azure Cosmos DB, and Azure Storage.
• Improve vector search and automatic matching of patient chart data and candidate clinical options, contributing to improved AI scribe accuracy.
• Build chart data backfill functionality for the RAG database and add observability to diagnose processing issues.
• Improve Langfuse observability through tags and clearer trace context, and help mitigate excessive load on the observability system.
• Create internal runbooks, reusable AI skills, and development tools for AI development workflows.

Python

Python was the first real programming language I learned. Writing python feels like magic sometimes, stuff just works and you probably don't have to write that much code either. Python behaves like a scripting language on the surface but it's actually multi-paradigm it supports object oriented patterns as well. fun fact: this website was built with django, which is a python web framework.

FastAPI

API development for AI scribe features.

Azure Cosmos DB

Cloud data storage used in AI scribe development.

Azure Storage

Cloud storage used in AI scribe development.

RAG

Retrieval of patient chart data and candidate clinical options using vector search and automatic matching.

Langfuse

Observability for AI workflows, including tags, trace context, and load mitigation.

I helped build, maintain and improve the CORA ai scribe for Nextech Systems. I helped improve its rag pipeline using vector search with specialized medical embedding models, advanced matching strategies, and by improving data pipelines.

Feb 2025 - Mar 2026
Software Engineer I, Payments - Nextech Systems

• Maintained and enhanced the Nextech Payments platform, including CareCredit and other payment methods through Stripe.
• Supported the practice management web application across Angular/NgRx, C#/.NET APIs, and SQL Server.
• Supported the legacy desktop practice management application across a C++ client, C# SOAP server, and SQL Server.
• Created internal AI agent applications with Electron and Angular, contributed to MCP servers, and documented and promoted AI development practices.
• Helped optimize, test, and benchmark SQL Server queries.

C++

C++, C with classes and the kitchen sink. I worked with C++ when working on Nextech's legacy PM/EHR solution (Nextech Select) My programming 1, programming 2, and computer graphics classes at loyola were in C++.

C# is a general purpose object oriented language. You can write just about anything in C# it comes with all sorts cool features like language integrated queries, shorthand for null checking, optional parameters, static typing, and everything in between. undoubtably the backbone of the .NET ecosystem. This is probably my favorite programming language, it's what C++ shouldve been in my oppinion.

JavaScript

The backbone of modern frontend web development. I used this a lot when working at Nextech Systems and when working on my class's group project for My software engineering class at Loyola University New Orleans.

TypeScript

Typescript adds a static typing system and a bunch of other features to javascript, popular in a lot of modern frontend web frameworks. Transpiles to javascript

SQL

Structured Query Language isn't technically standardized and is heavily dependent on the DBMS you are running it on. I like SQL it's cool.

Angular

a frotend web framework written in typescript

RxJS

A Reactive Extensions Library for JavaScript. I used this to make Angular web pages that were more responsive when working for Nextech as a Software Engineering Intern. RxJS integrates very well with Angular observables and makes it very easy to have elements asynchronously update.

NUnit

NUnit is a C# unit testing framework. I learned how to use it when working as a QA Automation Intern at Nextech Systems. We used it for automated UI tests and unit tests and traditional unit tests at nextech.

Jasmine

I learned how to use Jasmine at Nextech while working as a Software engineering intern. Jasmine is an extremely simple Javascript testing framework. I think it is an excellent option for testing client side logic, and UI related code.

SQLServer

I learned SQLServer while working for Nextech Systems as a Software Engineering Intern. It has some unusal features but it is still extremely powerful and it integrates very well with the Microsoft .NET ecosystem.

Programming

I have been passionate about programming for almost as long as I can remember. My father taught me Atari BASIC in fourth grade and I've loved programming ever since. Check out the projects section on the home page if you want to see more stuff that I've worked on.

.NET

Microsoft's cross platform application development platform. I first learned how to use .NET at Nextech when I was working in QA Automation.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

Algorithms

We all have to take a class called "data structures" for computer science at Loyola, but it is really a data structures and algorithms class. It covered time complexity, sorting and searching algorithms, and some abstract data structures like linked lists, binary trees, stacks, queues etc.

Stripe

At Nextech I used stripe to help facilitate online and in person payments

AI Agents

Creating AI agents is kinda fun, I love integrating new tools to make life easier.

MCP

I have worked on some MCP servers to give Agents context and the ability to interact with code accross multiple git repos. Fascinating technology.

Electron

I worked on creating some desktop based AI agents that were made using Electron and Angular.

Jun 2024 - Feb 2025
Software Engineering Intern - Nextech Systems

• Maintained the practice management web application, including its point of sale system.
• Maintained financial and patient data APIs in C#/.NET.
• Helped optimize, test, and benchmark SQL Server queries.
• Implemented and maintained UI features in Angular and RxJS.

TypeScript

Typescript adds a static typing system and a bunch of other features to javascript, popular in a lot of modern frontend web frameworks. Transpiles to javascript

SQL

Structured Query Language isn't technically standardized and is heavily dependent on the DBMS you are running it on. I like SQL it's cool.

Angular

a frotend web framework written in typescript

RxJS

NUnit

Jasmine

SQLServer

.NET

Microsoft's cross platform application development platform. I first learned how to use .NET at Nextech when I was working in QA Automation.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

Algorithms

May 2023 - Oct 2023
QA Software Intern - Nextech Systems

• Wrote QA automation tests in C# using Selenium.
• Fixed failing and flaky Selenium tests.
• Used GitHub for version control and Jira for ticket management.

NUnit

.NET

Microsoft's cross platform application development platform. I first learned how to use .NET at Nextech when I was working in QA Automation.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

Jun 2022 - Nov 2022
Customer Specialist - Best Buy

• Greeted customers and sold products and services.
• Stocked shelves, maintained store displays, and processed sales and refunds through the point of sale system.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

MacOS

I started using MacOS when I worked at Best Buy and since I branched out it has been my go-to when need to get things done.

Retail Sales

I got a lot of customer facing retail experience when working at GameStop, BestBuy, and working the Christmas tree lot for my scout troop. Mostly selling but I also helped here and there with returns in the customer service department at Best Buy

May 2022 - Jun 2022
Retail Staff - GameStop

• Greeted customers as they entered
• Checked customers out using a POS system
• Managed and upkept storefront (including inventory)

Retail Sales

Education

Aug 2022 - Jan 2025
Bachelor of Science - Loyola University New Orleans

Computer Science · Magna Cum Laude · GPA 3.789

The C Programming language, a classic. Procedural programming at it's finest. Fun fact: I tought myself C out of my dad's old ANSI C textbook. I also wrote the first iteration of my term project for programming 1 at loyola in C before converting it to C++

C++

Java

Java is another great object oriented language. I'm a big fan. I'm glad this language popularized garbage collection in modern programming. I learned this language at SPC originally and revisited it at loyola and used it for my software engineering class where we built a full web application using apache tomcat and postgreSQL

JavaScript

SQL

Structured Query Language isn't technically standardized and is heavily dependent on the DBMS you are running it on. I like SQL it's cool.

JUnit

I first used JUnit in my Java 2 class at St. Petersburg College and I later returned to it when working on the group project for my Software Engineering class at Loyola.

PostgreSQL

I learned PostgreSQL when working on my class' group project for Software Engineering at Loyola. I architected most of the database for that project. It was extremely simple but I was very proud of it.

Apache Tomcat

I helped build a web app as part of my software engineering class with apache tomcat. Working with it taught me a lot about web development and what goes on under the hood of most websites.

Docker

I helped build a web application for my software engineering class at loyola with docker. And this website can be run in a docker container.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

MacOS

I started using MacOS when I worked at Best Buy and since I branched out it has been my go-to when need to get things done.

Linux

I first learned how to use GNU/Linux in my Operating Systems class and now I use it as my primary OS. My personal machine is triple booted with Manjaro Linux, Kali Linux, and Windows 11 (mostly for gaming). I actually developed A good chunk of this website using that manjaro installation.

Aug 2020 - May 2022
Associate in Arts - St. Petersburg College

Digital Information Technology Development Focus · Magna Cum Laude · GPA 3.7

Java

Python

SQL

Structured Query Language isn't technically standardized and is heavily dependent on the DBMS you are running it on. I like SQL it's cool.

JUnit

I first used JUnit in my Java 2 class at St. Petersburg College and I later returned to it when working on the group project for my Software Engineering class at Loyola.

OracleDB

I learned OracleDB at St. Petersburg College. I struggled with learning SQL and normal forms at first but learning some of the more advanced and niche features that PL/SQL supports was harder. I'm glad I learned it though. PL/SQL is really powerful and I wish I could use it more.

Windows

I've been using windows for as long as I can remember. I use it professionally at Nextech Systems.

Other Achievements

Eagle Scout - Boy Scouts of America

I was a boy scout for 7 years and I earned my Eagle rank in 2022. For my project I made a sensory path that was painted onto a ~360ft long rectangular sidewalk. This is to help children with ASD (Autistic Spectrum Disorders) to develop gross motor functions (throwing, jumping, crawling, etc.) as many of them are unable to play on the playground. It was space themed so I added some facts and design choices so it could be used as a manipulative when teaching about the solar system. I also building 6 busy boards with various attachments on them to help special needs children to help them calm down when they get overwhelmed.

Scouting

I have been actively involved in scouting since the first grade. For my Eagle Scout project, I designed and constructed a sensory path at Bardmoor Elementary School (coordinates: 27.85305981279022, -82.7538949386571). I also completed two treks at Philmont Scout Ranch.

Backpacking

I'm an avid backpacker, I love it I've been on two two-week treks to Philmont Scout Ranch. There really is nothing like being out in the wilderness with just some maps and your wits.

Leadership

I learned a lot of leadership skills in scouts, I tend to be a more democratic leader.

Skills

About Me

Work experience

Education

Other Achievements

Skills

Languages I know how to use

Frameworks Databases and other Technologies I know how to use

Other Skills I have

Hobbies and things I'm interested in