Skip to content
View derekdeming's full-sized avatar

Highlights

  • Pro

Block or report derekdeming

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
derekdeming/README.md

Derek Deming 👨🏻‍💻

NEW-ish... GITHUB PROFILE... not really "new" anymore but old one was lost

"Full Stack" Machine Learning Engineer / Software Engineer / MLOps

Former Applied ML Researcher and Innovative Thinker

I'm full-stack machine learning engineer and software engineer building solutions to make this world a better place. I believe in solving problems that actually exist rather than slapping the title of "AI" on it and call it an "innovative solution". All coding projects are built from the ground up, from planning and designing all the way to solving real-life problems with code. I love to think about problems & product, play video games, and indulge in all kinds of food. I have two dogs with my partner and trying to figure out where I fit in this AI revolution we are having.

followers total stars

🧰 Languages and Tools

Python

TypeScript

JavaScript

React

NodeJS

C#

C++

Git

Linux

HTML

CSS

GitHub

Bash


👨🏻‍💻 Derek's Coding Journey

I started my coding journey a bit later than others. I was a premed student studying biology and chemistry in undergrad. I was a student researcher all four years of undergrad doing complex data analysis which is really where my coding journey started. I had a burning passion to learn everything I could about the interdisciplinary field of applied computational biochemistry - code, machine learning, protein design, statistical modeling. And all the while, teaching myself computer science the dream of becoming a medical doctor (MD) dissipated and my love for research and understanding the world began to thrive.

I graduated from college with a direct entrance into a PhD program where I was able to do applied (ML) statistical chemistry research on porous material design. I utilized experimental, computational, and theoretical methodology during my graduate studies. I received the Distinguished Graduate Research Fellowship Award to be funded for the rest of my PhD. COVID hit and my introspective time spent alone found me to fall in love with computer science to the point where I left my PhD with a Master’s to pursue a fully computational research role. I performed DFT, Markov Chain Monte Carlo simulations on mutated proteins to understand the energetics when proteins fold. This was a complete shift in what I was doing prior and I really enjoyed it.

I eventually shifted towards industry to learn best practices and advance my career further. I became the first hire at a startup within Coca Cola as a ML data scientist where I built out their entire ML platform utilizing Databricks, Snowflake/Snowpark, and Azure DevOps as our cloud providers. Eventially I transitioned into ML infrastructure where I worked as a Data Platform Software Engineer on the MLOps team at a financial firm. Most recently I have joined Microsoft work on AI/ML safety and security. This journey has not been linear and I never pictured myself here today but I wouldn’t change a part of it. The journey has been incredible and I have enjoyed it every step of the way! I am looking forward to building my own projects and contributing to open source projects.

Random Joke Generator

Jokes Card

Profile View Counter

Profile View Counter


Pinned Loading

  1. InterfacingLLMs/Personal_Data_LLM InterfacingLLMs/Personal_Data_LLM Public

    LLM-based system over your data

    Jupyter Notebook 1

  2. bioIDE bioIDE Public

    Jupyter Notebook 1

  3. sales_forecast sales_forecast Public

    Sales forecasting

    Jupyter Notebook

  4. SaaS-AI SaaS-AI Public

    Building a SaaS AI platform with Next.js 13, React, Tailwind, Prisma, Stripe

    TypeScript

  5. grind75 grind75 Public

    Doing Grind 75 SWE interview questions with my friend

    Python

  6. ml-interpretability ml-interpretability Public

    Understanding black boxes

    Jupyter Notebook