Software Engineer

• Jul 2022 - Present

CTO, Co-Founder

• Jul 2023 - Present

Bioinformatics Software Developer

• Nov 2020 - Jul 2022

(1) Develop single-cell protein sequencing software to extract bead barcode information from chip images. (2) Work with biologists to design chips and improve chip imaging procedures. (3) Stitch image tiles improving upon stitch2d. (Increase usable image sets from 30% to 90%). (4) Segment images and group/index segments. (5) Improve user interface to match underlying functionality. (6) Use probability analysis to inform/influence organization’s bead barcoding protocol. (7) Branch manager in charge of incorporating duomic team trunk into application team main branch. Skills: C++, Python, Docker, Qt, Bitbucket, Jira, Git, WSL2, OpenCV, etc Show less

Security Researcher Assistant Staff

• Jun 2018 - Mar 2020

(many application details are confidential secret). (1) I iteratively designed a malware sequence dataset using adversarial machine learning. (2) I analyzed time series data (LOF, LDCOF, cross correlation, DTW distance, granger causality) for several applications and presented results. (3) I used feature selection methods (Random Forest, MARS, Boruta) and automated machine learning (TPOT) to generate series of classifiers to evaluate data mitigations. Skills: Python (Cleverhans, Tensorflow, Keras, TPOT, Seaborn, etc.), Git(Hub), R, Matlab, etc. Show less

CS 374 Course Assistant

• Jan 2018 - May 2018

Algorithms and Models of Computation. Course assistants aid discussion sections, grade assignments, and proctor exams. Algorithms and Models of Computation. Course assistants aid discussion sections, grade assignments, and proctor exams.

Analytics Practicum

• Oct 2017 - Mar 2018

(1) I created a proof-of-concept Android app that interfaced with OBDII to get real time vehicle data. I used my own car to test functionality during development. Skills: Android, OBDII, Java (1) I created a proof-of-concept Android app that interfaced with OBDII to get real time vehicle data. I used my own car to test functionality during development. Skills: Android, OBDII, Java

Software Engineering Intern

• May 2017 - Aug 2017

I established an offline data processing pipeline for Calendar.Help. This pipeline processes raw data into meaningful metrics such as User Churn Bucket and Task Queue Time. These metrics track how the user population develops over time and how changing/scaling Calendar.Help affects worker task efficiency. In addition, this offline pipeline detects & alerts the DRI whenever there are requests pending without an ICS sent and whenever a task is idle in queue for too long. I also made significant contributions to the automated Black-Box test suite. Skills: C-sharp, SQL, Azure Show less

CS 374 Course Assistant

• Jan 2016 - Dec 2016

Algorithms and Models of Computation. Course assistants aid discussion sections and grade assignments. Algorithms and Models of Computation. Course assistants aid discussion sections and grade assignments.

Software Development Intern

• May 2016 - Aug 2016

(1) I worked in an Agile/Scrum team Mon-Thurs on a Self-Serve Campaign web app. Among miscellaneous html/jsp details, one innovation was to improve the drag-and-drop segment creation with a logic tree, implemented as a jstree. (2) I worked on an Amazon Alexa/Echo skill on Fridays. We created a “banking-for-good” skill that interfaced with the Nessie API and Amazon Advertising API via http requests. We also interfaced DynamoDB. Skills: Java, Amazon Echo, Angular.js, Node.js, Html, Spring, etc. Show less

Analytics Practicum

• Aug 2015 - May 2016

(1) I interfaced Team Center with Visual Basic and Creo/Pro-E with Python/VB to help optimize and investigate part builds. (2) I did a lot of excel/csv/data manipulation with Numpy & Pandas. (3) I built a mock-up Android App intended to improve supervisor efficiency. (4) I built a dynamic Pin-Joint Schematic visual. Given incomplete user input, the visual uses the given input to determine default values for the other inputs to make the most coherent visualization. (5) I investigated the viability of ARToolkit with respect to DAQRI 4D-Studio. (6) Other trivial: Made a power-point to summarize a winning team’s Machine Learning strategy. I also dabbled in Tableau / SQL Workbench. Skills: (wx)Python, Android Java, ARToolkit (in C), Visual Basic API for Creo, etc. Show less

SOCHE - Summer Intern

• Jun 2015 - Aug 2015

Mathematical analysis & implementation of game theory techniques and solutions for pursuer-evader situations with deception. Learning: I studied game theory, hypergame theory, Nash solution algorithms, and Java's Swing through relevant textbook chapters, MOOC videos, research papers, and well-established game theory software. jHALF (Hypergame Analysis and Logic Framework): (1) I added a GUI for game generation, (2) I implemented the support enumeration method for finding all Nash equilibria, (3) I debugged the major functional modeling and belief context generation issues, (4) I validated our software tools against classic, historic, and research examples, (5) I created user and developer manuals for our software (6) I presented at poster session SOCHE Report attached, giving an overview of my summer. Skills: Java, Swing, & (Tortoise)SVN, Academics: Hypergame Theory, Discrete Mathematics, Linear Algebra, Show less

SATE Scholars Program - Sprint Intern

• Jul 2014 - Aug 2014

Orientation and training: Mid May to July 13 We studied Android, Google Maps, and our project assignments. We then freely created 3D objects, enhanced with LSL scripts, to get situated with the virtual Firestorm environment. Project AVATAR: July 14 to August 17, part-time/flex-time 100 hours paid over 5 weeks. Worked in a team of three. Personally designed and implemented... (1) direct map movement to user-given coordinates or landmarks, (2) attribute-tagging of markers, (3) custom marker icons, (4) visual filtering of markers, and (5) minor information layout improvements. (6) I shared the results at Wright State Open House. I worked as a paid sprint intern for 5 weeks (100 hours) on project AVATAR, an android app. Project AVATAR uses the Google Maps API to facilitate emergency response management. Program represents a unique partnership between WBI, AFRL and WSU: Employment records at Wright State University. Copy/paste of my section from my AVATAR team's technical paper attached. 257 video link below, which gives an overview of my entire summer. All videos had to be exactly 2 minutes and 57 seconds: https://www.youtube.com/watch?v=SZiSeFZIi98 Skills: Java, Android, Google Maps API, & some XML. Show less