Diana Kemunto

Data Scientist | Mathematician | Problem Solver

Transforming complex data into actionable insights through innovative mathematical modeling and cutting-edge machine learning techniques

Discover My Journey Let's Collaborate

About Me

Hi! I'm Diana Kemunto, a passionate mathematician and data analyst with a love for creating innovative solutions to complex problems. My journey in the world of data science began with a fascination for patterns and a desire to solve real-world challenges through analytical thinking.

With expertise in machine learning, statistical analysis, and mathematical modeling, I specialize in developing solutions that bridge mathematical theory with practical applications. My work spans across various domains including financial analytics, predictive modeling, and operations research.

Completed my Bachelor’s Degree in Mathematics and Modelling Process at Dedan Kimathi University of University of Technology, I've gained practical experience through freelance data analysis work, quality control roles, and volunteer teaching positions. I believe in the power of collaboration and continuous learning to push the boundaries of what's possible in data science.

Programming Languages & Skills

Programming Languages

Python Advanced
SQL Intermediate
LaTeX Intermediate
Excel Expert
R Basic

Machine Learning

Scikit-learn Advanced
Decision Trees Expert
Random Forest Expert
Logistic Regression Advanced
Model Evaluation Advanced

Data Analysis

Statistical Analysis Advanced
Data Visualization Advanced
Predictive Modeling Advanced
Matplotlib & Seaborn Advanced
Pandas Expert

Skills & Expertise

Data Entry & Verification Expert
Inventory Management Advanced
Research Skills Advanced
Communication Expert
Problem Solving Expert

Educational Background

Bachelor of Science in Mathematics and Modelling Process

Dedan Kimathi University of Technology

Class: Second upper. Specialized in computational mathematics and data analytics with focus on mathematical modeling and statistical analysis.

October 2021 - December 2024

Kenya Certificate of Secondary Education (K.C.S.E)

Ikonge Girls P.A.G Secondary School

Completed secondary education with strong foundation in mathematics and sciences.

December 2019

Data Science Virtual Experience Programme

British Airways (via Forage)

Gained practical experience in web scraping to extract company insights and predicted customer buying behavior using data science techniques.

Completed: August 6, 2023

Kenya Certificate of Primary Education (K.C.P.E)

Tenduet Primary School

October 2015

Download My CV

Interests

Research & Learning

Reading latest ML papers
Contributing to open source
Attending tech conferences
Online courses & workshops

Music & Arts

Playing piano
Jazz & classical music
Digital art creation
Photography

Health & Wellness

Yoga & meditation
Hiking & nature walks
Cooking healthy meals
Mindfulness practices

Projects

House Price Prediction Model

Machine Learning Models Comparison

Conducted an in-depth analysis to predict house prices using Decision Tree and Random Forest models. Evaluated performance using RMSE and R2 metrics, with Random Forest outperforming Decision Tree. Focused on hyperparameter tuning using Grid Search for optimization.

Python Pandas Scikit-learn Matplotlib

Live Demo GitHub

Fraud Detection System

Financial Transaction Analysis

Conducted a fraud detection project to identify suspicious financial transactions using classification models. Trained and compared Logistic Regression, Decision Tree, and Random Forest models. Random Forest achieved the best results in identifying fraud cases.

Python Pandas Scikit-learn Matplotlib

Live Demo GitHub

British Airways Data Analysis

Customer Behavior Prediction

Virtual experience project involving web scraping to extract company insights and predicting customer buying behavior using data science techniques. Gained practical experience in real-world data analysis scenarios.

Python Web Scraping Data Analysis Machine Learning

Live Demo GitHub

Contact Me

Let's Work Together

Feel free to reach out! I'm always excited to collaborate on interesting projects, discuss new opportunities, or simply connect with fellow data science enthusiasts. Whether you have a project in mind or just want to chat about the latest in AI and machine learning, I'd love to hear from you!

Email:
Dianakemunto09@gmail.com

Phone:
+254-748-369-649

Location:
Nyeri, Kenya

Available:
Mon-Fri: 9AM-6PM PST