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bmborne/README.md

👋 Hi, I'm Boniphace Mkindi!

🚀 About Me

I'm a passionate Data Scientist with over 5 years of experience in Telecommunications and Data Engineering. I specialize in transforming complex data into actionable insights and building AI-driven solutions to solve real-world problems.

🌟 Highlights:

  • Currently: Studying MLOPS and NLP
  • Skills: Python, C++, R, SQL, Machine Learning, Big Data, Cloud Computing.
  • Certifications: AWS Certified Data Analytics, TensorFlow Developer, Google Cloud Engineer.
  • Education: MSc Data Science at the University of Surrey, United Kingdome (England) (2024-2026).

Professional Highlights

  • Telecom Expertise: Improved network performance and billing systems for major telecom providers.
  • Automation: Developed scripts and tools to reduce billing errors by 30% and enhance operational efficiency.
  • Leadership: Managed multi-branch IT security projects, improving surveillance and access control systems.
  • Education & Research: Engaged in academic and practical research, including evolutionary algorithms and bio-inspired AI.

📂 My Projects

Here are some featured projects that showcase my expertise:

1. Twitter Sentiment Analysis Dashboard

  • Description: Analyzes real-time Twitter sentiments using NLP techniques.
  • Tech Stack: Python, BERT, Streamlit.
  • Result: Achieved 85% accuracy in sentiment classification.
  • View Repository

2. Customer Churn Prediction

  • Description: Predicts churn for telecom customers and provides actionable insights.
  • Tech Stack: Python, Tableau, XGBoost.
  • Result: Reduced churn rates by 20% with targeted interventions.
  • View Repository

🌟 Skills

  • Programming: Python, C++, R, SQL, Bash.
  • Machine Learning: TensorFlow, PyTorch, Scikit-learn.
  • Visualization: Power BI, Tableau, Matplotlib.
  • Big Data & Cloud: Apache Kafka, AWS, GCP.
  • DevOps: Kubernetes, Docker, CI/CD.

Technical Skills

  • Data Science & Mathematics: Data Visualization • Machine Learning • Data Analytics • Artificial Intelligence (AI) • Supervised Learning • Neural Networks • Deep Learning • Ensemble Learning • Feature Engineering • Probability • Statistics • Time-Series Analysis and Forecasting
  • Python libraries: NumPy • Pandas • Matplotlib • Seaborn • Plotly • Scikit-learn • TensorFlow • Keras
  • Languages & Others: Python • SQL (Postgres) • JavaScript/HTML/CSS • Data Structures & Algorithms

🎓 Certifications

  • AWS Certified Data Analytics – Specialty
  • Google Professional Data Engineer
  • TensorFlow Developer Certificate
  • NVIDIA Deep Learning Institute Badges

🌐 Let's Connect!

Feel free to reach out, collaborate, or discuss exciting projects!

Fun Fact

When I am not analyzing data or coding, I enjoy learning about cutting-edge AI technologies and sharing knowledge with the data science community. I also have a knack for simplifying complex problems and finding practical solutions.

Let's Collaborate!

I'm open to collaborating on projects in data science, machine learning, and web development. If you share a similar passion, feel free to reach out or contribute to any of my repositories. Let's turn data into impactful solutions together! 🚀

Pinned Loading

  1. alx-low_level_programming alx-low_level_programming Public

    C

  2. appengine-guestbook-python appengine-guestbook-python Public

    Forked from GoogleCloudPlatform/appengine-guestbook-python

    Guestbook is an example application showing basic usage of Google App Engine

    Python

  3. aws-bootcamp-cruddur-2023 aws-bootcamp-cruddur-2023 Public

    JavaScript

  4. django-nhif django-nhif Public

    Forked from devmedtz/django-nhif

    Python

  5. Part-2-Understanding-the-relevance-of-your-search-with-Elasticsearch-and-Kibana- Part-2-Understanding-the-relevance-of-your-search-with-Elasticsearch-and-Kibana- Public

    Forked from LisaHJung/Part-2-Understanding-the-relevance-of-your-search-with-Elasticsearch-and-Kibana-

  6. Part-3-Running-full-text-queries-and-combined-queries-with-Elasticsearch-and-Kibana Part-3-Running-full-text-queries-and-combined-queries-with-Elasticsearch-and-Kibana Public

    Forked from LisaHJung/Part-3-Running-full-text-queries-and-combined-queries-with-Elasticsearch-and-Kibana