I love tackling real-world problems through data analysis and predictive modeling. I’m committed to continuous learning and skill development, and I believe taking initiative is crucial to personal growth. (Ask me about growing my technical skills and leadership as a Break Through Tech Fellow!) Currently, I'm focusing on building machine learning models and diving deeper into data analysis. I’m looking to leverage and grow my skills in an internship where I can contribute to exciting projects and learn from industry professionals - got any leads? Let me know!
🎯 Featured Project: Stock Price Prediction from Financial News
What We Did: This project, Stock Price Prediction from Financial News, created a machine learning pipeline to forecast short-term S&P 500 price movements. We utilized FinBERT for sentiment analysis on news headlines, integrated these sentiment features with historical stock data, and trained models, such as XGBoost, to predict the next-day trend.
Results: The XGBoost model demonstrated a theoretical 165.67% return in a simulated trading period, with insights showing that news sentiment had a weak incremental impact on accuracy, guiding a revised feature engineering strategy.
Curious? See the full project here
A few other projects I’ve worked on:
Snake Game - Multiplayer Snake Game
Developed an interactive, multiplayer snake game using C#, HTML, and CSS, implementing a backend GUI and a shared game server for real-time competition.
Learnings: Designing game logic and real-time interactions, teamwork, and building a functional, interactive multiplayer experience
RL Cart Pole Agent - Deep Q-Network Agent
This project implements a Deep Q-Network (DQN) agent designed to solve the OpenAI Gym CartPole-v1 environment by learning to balance a pole on a moving cart.
📫 How to Reach Me: Email: jojewia@gmail.com LinkedIn: www.linkedin.com/in/judy-ojewia
✨ Fun Fact: I love traveling and the outdoors! At any given moment you can find me booking flights, planning a trip, or saving travel spots on Pinterest.
