Streamlit Deepfake App: Deepfake Image Detector
Interactive Streamlit app that deploys a deepfake image detector (0.99 validation precision).
Python: SKLearn, Pandas, Matplotlib | Streamlit
Quick Bio
I am an aspiring, self-educating software developer with experience in math, CS, and data analytics.
My two biggest passions in life are organization and story-telling, and software development is the ultimate
channel through which I can pursue both and help others solve their problems!
Prior to my current software experience, I worked as an art curator! There, I worked often with organizing data (art)
for others to understand, so I have the same soft skills of communication and story-telling necessary for
a transition into software engineering.
Projects
Interactive Map: Ideal Weather Location Mapper
Python analysis challenge that pulls data from weather APIs, analyzes that data, and then visualizes the top "ideal" vacation hotel locations based on results.
Python: Pandas, Matplotlib | GMaps
Interactive Map: Live Map of Weather Hazards
Interactive web dashboard that visualizes natural hazard data from USGS onto an interactive web dashboard and map.
HTML/CSS/JS, Plotly, Leaflet.js
Interactive Dashboard: Bacteria in Bellybutton Dashboard
Front-end interactive web dashboard that analyzes and visualizes belly button bacteria charts. Graphs change dynamically depending on user interaction.
HTML/CSS/JS, Plotly
SQL & ERD Deployment: Employee ERD
SQL challenge that takes raw .csv data, transforms it, and then loads it into a SQL database. Performs lightweight SQL analysis on newly formatted dataset.
SQL, QuickDB
SQL & API Deployment: Weather Station API
Python/SQLite challenge that cleans, analyzes, and visualizes raw precipitation and temperature data from Hawaii weather stations and then uploads it to a custom Flask API server.
Python: Pandas, SQLAlchemy, Flask | PostgreSQL | API
SQL & ETL Deployment: Cryptocurrency ETL Loading
ETL pipeline project that extracts crypto and traditional stock prices via file reading + web scraping, transforms that into clean, aggregated data, and then loads it into a series of .sql tables, ready for analysis.
Python: Pandas | SQL
Skills
Full-Stack Development
| Programming | Python: OOP & Functional, Data Structures and Algorithms, HTML, CSS, JavaScript, Bootstrap, React.js |
| Deployment | Flask, Streamlit, AWS, GCP Cloud Run, Github Pages |
| Database Management | PostgreSQL (SQL), ETL, MongoDB (NoSQL), SQLite, SQLAlchemy, Pymongo |
Peripheral Skills
| Analytics, Visualization | Tableau, Pandas, Matplotlib, Numpy, Seaborn, Leaflet.js, Plotly, GMaps API, Web APIs, EDA |
| Spreadsheet | Excel, VBA, Google Sheets, Google Apps Script |
| Machine Learning | Tensorflow, Keras, Scipy, Scikit-Learn |