Experience
Data Science Engineer
SimSpace Corporation | 2020 - 2023 Boston, MA
- Achieved 100% code coverage of cyberattack tactics by implementing the ATT&CK matrix as scripts, enabling vulnerability exploitation.
- Engineered one of the product's most utilized features, streamlining cyberattack simulations, empowering clients with control over malicious payload, transforming testing capabilities.
- Slashed event-related time by over 60 hours by developing robust pipelines for client data and generating performance reports, enhancing efficiency and delivering actionable insights.
- Pioneered a micro service structure using RESTful APIs to create an attack orchestrator, facilitating seamless communication between an intelligent adversary and engine.
- Propelled international sales by devising and presenting extraction and ransomware attack scenarios, a pivotal factor in securing multiple million-dollar contracts from diverse global entities.
Software Engineer
VocaliD | 2020 Belmont, MA
- Developed software automating the creation of voice perception surveys, cutting design time by 80%.
- Transformed data into actionable insights, including word clouds and voice-feature associations.
System Software Engineer
The Charles Stark Draper Laboratory | 2018-2019 Boston, MA
- Spearheaded the full-stack development of a web app to automate the company manufacturing tracking process using JavaScript, React, and MongoDB, saving over 400+ hours a month.
- Amplified team productivity, utilizing cross-collaborative feedback, crafting an array of automation tools, catalyzing development speed by 20% and driving higher efficiency across projects.
- Elevated the web app's capabilities through Python and Django integration, streamlining efficiency and fostering adaptability, leading to the elimination of a dedicated role.
Skills
Python
My love for working with Python my entire career stems from its versatility and development speed. There’s a time and place for careful planning, but at a certain point, code needs to hit the editor and Python is excellent for quick iteration that can be later refined. I’ve used most data science/mathematics packages and frameworks like Django and Flask.
Curiosity, learning, action oriented
I could not be where I am now without a drive to learn and better myself. There is still plenty of growth in my career but I truly believe there is nothing I can’t do as I’ll learn and overcome any challenge.
New languages, frameworks, problems, I promise I’ll rise to the challenge. I truly have a bias towards action and need to solve problems as I come across them.
Communication
I pride myself on being able to explain myself clearly, convey ideas, and updating/staying updated about my current projects.
Technical
In no particular order, some skills I’ve acquired across the years…
- Back end development, Python, Java, C++, JavaScript, NodeJS, Django, Flask
- Front end development, HTML, CSS, React
- Database management, SQL, Postgres, MongoDB, MySQL
- Version control, Git, GitHub, GitLab, CI/CD
- AGILE/SCRUM
Languages
English 🇺🇸
Native speaker
Korean 🇰🇷
Learning :)
Personal projects
- AlreadyFriends
- Intelligently uses self-reported relationship data to predict pairs of strangers to be used for a “speedfriending” system by cataloguing users and their relationships within a group.
- Automatically generates a list of matches for the current roster of attendees and logging said matches
- Admins can additionally update user relationships based on user submitted data
- OnRead
- Allows users to take their Facebook Messenger data and use it for interesting insights.
- Word usage frequency, sentence structure, response time, and time of arrival for messages used as behavior metrics to identify conversation partners.
- Web app allows users to input a text sample and receive the program's best guess at an author.
- WilsonBot
- Uses current voice call participants and their gamer tags to produce several “balanced” teams for casual esports matches
- Allow users to share their links to competitive game trackers, like OP.GG or Tracker.GG
- This data can then be used with a list of participating users to create "balanced" teams within Discord such that opposing teams have an even mix of higher and lower skilled members
Education
Computational Mathematics
Bachelor of Science
University of Massachusetts - Amherst
2016 - 2019
Computer Science
Minor
University of Massachusetts - Amherst
2016 - 2019
Computational Mathematics
I studied abroad!
Korea University
2019 - 2019