Koya

Computational Data Analyst. Dev by day but by night, I'm also a dev.

GitHub   LinkedIn   Email   Resume

| Buildspace Visualization

Thousands of scraped company/project ideas, clustered by theme and topic
| Virus Spread

A simulation of how disease spreads through a population. With adjustable infection, death and immunity rates, see how a pandemic can eat through a population.
| Playlist Version Tracking

A nodejs web/client webapp to help you keep track of the changes you make to playlists. Never forget what songs you delete from the playlist because this keeps track of that too!
| Blindwrite Clone

A space to brainstorm ideas. Set a topic, start a timer, write with this app. You can try it online here: https://financial-stability.github.io/Blindwrite-Clone/
| Chicago Crime.github.io

Analyzed crime rates in Chicago, contrasted with median household income. Also includes synapsis of ethical data analytics and logical traps analysts can fall into.
| Personalsite

Creating a personal website to act as a portfolio using html and css
| Wordle Solver

used exclusively to ruin people's fun.
| Tsubi Club

Fan page for TsubiClub
| Lecture Transcript Generator

Uses speech recognition to convert audio files in your iPhone memos to text transcripts. Calls API to convert between audio FileTypes
| Interlacing Compression

A lossy image compression program. (Not formally called interlacing but closely resembles 90s tv interlacing effect)
| Snake

Started with a game of snake, expanded to a self playing snake project. Uses previous neural network project and generic evolutionary learning algorithm. Adjustable cost function.
| Pythonflaskwebsite

Locally hosted python login system which uses sqlite3 to store user information. Hashes important information such as passwords before storing in order to protect users in the event of a security breach.
| Unsplash Photo Grabber

A javascript react project. Grabs and displays a random image on local server. My first experience and practice calling APIs
| Dashboard

A standalone smart dashboard which shows your day at a glance.
| Calendarapp

A combination between a calendar and to do list mobile app. It's hard to pin down ongoing events to a single calendar event so to do lists are often used as a supplimentary time management tool.
| Lark

High school engineering project, a hearing aid for the deaf which translates sound to vibration. Motors controlled by Arduino, audio analysis completed using FFT.
| Nn

A neural net skeleton which is used in other projects
| Stt_speed_dating

Stats class project involving exploratory analysis of a dataset containing the characteristics of students and the outcomes of their speed dates.
| Cr Synergy

An analysis of the deck composition of a mobile game called Clash Royale. Resulted in a sample of cards to be used when building a deck
| Instagram Visualization

Scraping competing instagram pages to find their best performing posts
How does a computer calculate a color gradient?

For a project that I'm working on, I'd like to add a color gradient to align with the stylistic choices of the product.

More projects on GitHub

Student, Michigan State University

2019 — 2024

Bachelor of Science in Computational Data Science

Computational Data Analyst, Prophetic

May 2023 — Oct 2024

🧠💤🤖 Building transformer models on brain data.

Junior Data Analytics Coordinator, IZEA Worldwide Inc.

Jun 2022 — May 2023

Joined analytics team at 1 team member, through presentations and work grew team to 16. Facilitated production of datasets by reverse engineering websites network calls to increase performance of supervised, unsupervised and statistical models.

Member, AI Club

Aug 2022 — Aug 2023

Casual exploration of machine learning/AI models through fun projects. Was assigned a team to develop a project with and built a prediction model which evaluated the health of infants in the womb using Keras and TensorFlow. Project won 3rd place at the CodeGreen hackathon.

President, Michigan State Entrepreneurship Association

Jan 2020 — Jul 2023

Created and implemented heirarchical board structure which planned and executed meetings over the course of the 21-22 school year. Brought 12 student entrepreneurs on an expenses-paid trip to California to visit accellerators and startups.

Lab Assistant, Fraunhofer USA

Jan 2020 — May 2022

Developing software and maintaining laboratory equipment for coatings and diamond technologies. Designed and implemented Arduino-based circuit which performs electro-impedance spectroscopy through cyclic voltammetry and can potentially be used as a cheap handheld device to combat COVID-19 in the future.

Research Intern, PIDC

Sep 2018 — Feb 2019

Researched metal oxide powder to create an abrasive lens polish for name brand retailer. Managed polish abrasion experiments independently in a lab setting.

Intern, University of Michigan Burns Lab

Jul 2018 — Aug 2018

During highschool, worked under an MIT graduate student alongside a classmate to evaluate the performance of microfluidic flowrate sensors. Noticed an inefficiency in electricity consumption and developed an algorithm which reduced this consumption by %80.

Back To Top