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Timoh-Mbata/README.md

πŸš€ Timothy Mbata

Data Analyst | Data Scientist | Machine Learning Engineer | Deep Learning | RAG AI Enthusiast | Software Engineer (Mobile Apps (kotlin - Android apps) | Web Apps (Next-js & React-js)

Turning Data into Actionable Insights

πŸ“ Nairobi - kenya | βœ‰οΈ timothymbata450@gmail.com
πŸ”— GitHub | LinkedIn

πŸŽ“ Education

  • πŸŽ“ BSc in Information Technology – Murang'a University
  • πŸ“Š Diploma in Data Science – GomyCode
  • πŸ… Professional Certifications – Governement Analytics , Blockchain Technology SUI ,SPSS, STATA, Data Analysis (KESAP Research Centre)
  • ☁️ AWS Certified

πŸ’Ό Professional Experience

πŸ”Ή Data Analyst Intern – Kenya Revenue Authority (KRA)

  • Developed predictive models for tax evasion detection
  • Automated data cleaning pipelines using Python & SQL
  • Created dashboards in Power BI for real-time analytics

βš™οΈ Tech Stack & Tools

πŸ”Ή Languages:

Python
SQL
R
C++
JavaScript

πŸ”Ή Frameworks & Libraries:

Pandas
NumPy
Scikit-Learn
TensorFlow
Keras
PyTorch
Flask
Django
Vue.js
React

πŸ”Ή Tools & Platforms:

Power BI
Tableau
Google Colab
Azure
SPSS Jupyter Windows

πŸ”Ή Databases:

MySQL
PostgreSQL
MongoDB


πŸ“Š Skills

βœ… Data Cleaning, EDA, and Feature Engineering
βœ… Predictive Modeling & Hyperparameter Tuning
βœ… Natural Language Processing (NLP) & Sentiment Analysis
βœ… Computer Vision (YOLOv4, CNNs)
βœ… Time Series Forecasting & Market Basket Analysis
βœ… AI Integration & Chatbot Development
βœ… Financial Dashboards & Data Visualization
βœ… Recommender Systems (FP-Growth, Apriori)

πŸš€ Notable Projects

πŸ”Ή Flight Delay Analysis – Using Python & Pandas to uncover delay factors
πŸ”Ή Market Basket Optimization – Finding patterns in supermarket purchases
πŸ”Ή Global Earthquake & Tsunami Analysis – Predictive modeling for disaster management
πŸ”Ή Tomato Disease Prediction Model – CNN-based model with treatment recommendations
πŸ”Ή AI-powered Marking Engine – Automating exam grading with AI
πŸ”Ή KRA Tax Evasion Prediction – Detecting fraud using machine learning
πŸ”Ή Stock Prediction Engine – AI-driven financial forecasting

🌱 Currently Exploring

πŸ“Œ NLP for Text Classification & Chatbot Development
πŸ“Œ Deep Learning for Computer Vision Tasks
πŸ“Œ AI-driven Recommendation Systems

πŸ“š Learning Goals

πŸ“Œ Advanced AI Applications
πŸ“Œ GPU Optimization in Google Colab
πŸ“Œ Cloud Technologies for Scalable Data Solutions

πŸ“« Get in Touch

πŸ“§ Email: timothymbata450@gmail.com
πŸ”— GitHub: github.com/Timoh-Mbata
πŸ”— LinkedIn: linkedin.com/in/timothy-mbata
πŸ”— X-Twitter: twitter.com/in/Tim-mbata

πŸ”₯ Let’s collaborate to leverage AI & Machine Learning for data-driven solutions! tel/whatsapp : +254741029517

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