Peter Mungania

Data governance and Artificial Intelligence (AI)

Data Scientist | Machine Learning Engineer | Python Expert

Passionate data scientist and machine learning expert skilled in leveraging Pandas and TensorFlow/Keras to deliver end-to-end data-driven solutions. My expertise spans data wrangling, exploratory data analysis (EDA), machine learning model development, and deployment, transforming raw data into actionable insights and scalable models.

What I Do:

• Data Wrangling & Cleaning: Proficient in using Pandas to preprocess large datasets.
• Exploratory Data Analysis (EDA): Skilled in uncovering patterns using Pandas and Matplotlib.
• Feature Engineering: Experienced in creating meaningful features to enhance model performance.
• Machine Learning & Deep Learning: Expertise in building and optimizing models using TensorFlow/Keras, specializing in neural networks (CNNs, RNNs, Transformers).
• Scalable Data Pipelines: Proficient in using TensorFlow’s tf.data API for efficient data handling.
• Model Deployment: Experienced in deploying models using TensorFlow Serving.
• End-to-End Solutions: From data preparation to deployment, I deliver solutions that drive business value.

Technical Skills

• Data Manipulation & Analysis: Pandas, Scikit-learn.
• Machine Learning & Deep Learning: TensorFlow, Keras, Scikit-learn.
• Data Visualization: Matplotlib.
• Big Data Tools: TensorFlow Data API.
• Programming Languages: Python, SQL.
• Model Deployment: TensorFlow.

Education

• 1989: MBA (Regent University, USA)
• 1986: BSc in Computer Science (Oral Roberts University, USA)
• Certified Information Systems Auditor (CISA)