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Chidimma1/README.md

Hi, I'm Chidimma Ukoha 👋

MS student in Engineering Data Science & Artificial Intelligence at the University of Houston, Cullen College of Engineering. I build intelligent systems — from reinforcement learning agents to data pipelines and dashboards.


🎓 Education

MS in Engineering Data Science & AI — University of Houston (In Progress)

  • Applied Neural Networks (CNNs, RNNs, Transformers, GANs, RL)
  • Database Management & SQL
  • Machine Learning | Data Science

🛠️ Skills

Languages & Tools Python SQL MySQL Jupyter Notebook Google Colab

ML & AI TensorFlow Keras PyTorch Scikit-learn Q-Learning DQN CycleGAN

Data & Analytics Pandas NumPy Matplotlib Seaborn Dashboard Design KPI Tracking


🚀 Featured Projects

🤖 RL for Autonomous Robot Navigation

Trained a Q-Learning and DQN agent to navigate a 10×10 GridWorld with 15 obstacles. Q-Learning achieved 100% path efficiency, matching the BFS optimal path of 18 steps. Conducted 4 parameter variation experiments (learning rate, epsilon decay, reward shaping, slip probability). Python PyTorch NumPy Matplotlib

🗄️ Incident Intelligence — Root Cause Tracking System

Web-based system for tracking and analyzing IT incident root causes across teams. Responsible for the frontend integration component. SQL MySQL Database Design


📊 GitHub Stats

Chidimma's GitHub Stats


🤝 Let's Connect

LinkedIn

📍 Houston, TX  |  🎓 University of Houston  |  👩‍💻 SWE Member

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    Q-learning based robot navigation on a grid environment — Applied Neural Network Class Project

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    Python

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