{"id":28476270,"url":"https://github.com/tinashemillicent/portfolio","last_synced_at":"2026-04-24T21:32:09.613Z","repository":{"id":293457226,"uuid":"983789915","full_name":"tinashemillicent/Portfolio","owner":"tinashemillicent","description":"This repository serves as a central portfolio for my professional journey as an Associate Data Analyst and IT Professional. 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With a background in IT and data analysis, I enjoy solving real-world problems using structured thinking, analytics, and machine learning tools.\n\nIn my free time, you'll find me relaxing with anime or diving into a new book — always learning, always exploring.\n\n---\n\n## 💼 Selected Projects\n\n| Project | Description | Tools |\n|--------|-------------|-------|\n| [Breast Cancer Prediction](https://github.com/tinashemillicent/Breast-Cancer-Prediction)) | A classification task aimed at predicting the diagnosis of a breast mass as either malignant or benign. | `Python`, `Pandas`, `MatPlotlib`, `Seaborn`  |\n| [Warranty Claims Fraud Detection](https://github.com/tinashemillicent/Warranty-Claims-Fraud-Detection)) | This project focuses on identifying potential fraudulent warranty claims by building and evaluating machine learning models. Detecting fraud in warranty claims helps companies reduce financial losses and maintain trust with legitimate customers. | `Python`, `Pandas`, `MatPlotlib`, `Seaborn`,`Logistic regression`, `decision tree classifier`, `random forest` |\n| [Salary Prediction](https://github.com/tinashemillicent/Salary-Prediction)) | The aim of this project to predict the salary of individuals from varied countries and races based on their demographics such as occupation, age, gender, experience, education, etc. The dataset is taken from Kaggle. The dataset has 6704 rows and 9 columns. The dataset has 8 independent variables and 1 target variable i.e Salary | `Python`, `Pandas`, `MatPlotlib`, `Seaborn`, `decision tree regressor`, `random forest regressor` |\n\u003c!--| [Project Two Name](https://github.com/your-username/project-two) | Something compelling and results-driven. | `SQL`, `Power BI`, `Excel` |\n| [Project Three Name](https://github.com/your-username/project-three) | Maybe a machine learning or data storytelling project. | `scikit-learn`, `Jupyter`, `Matplotlib` |--\u003e\n\n\u003e 📌 Each project is housed in its own repository. Click the links to explore the code, reports, and visuals.\n\n---\n\n## 🧠 Skills Snapshot\n\n- **Languages \u0026 Tools:** Python, SQL, Excel, Power BI, Tableau  \n- **Libraries:** pandas, NumPy, scikit-learn, Matplotlib, Seaborn  \n- **Other:** Git, Jupyter, VSCode, Bash, Agile workflows\n\n---\n\n## 📜 Courses \u0026 Certifications\n\n-  Google Foundations of Business Intelligence  \n-  Google Foundations of Data Science  \n-  IBM Introduction to Data Analytics\n-  Google System Administration and IT Infrastructure\n-  Google The Path to Insights_Data Models and Pipelines\n-  Google Decisions, Dashboards an reports\n-  LinkedIn Learning: Artificial Intelligence Foundation: Machine Learning\n-  LinkedIn Learning: Introduction to Web design and Development\n-  LinkedIn Learning: Java Object Oriented Programming\n-  LinkedIn Learning: Ethical hacking: system hacking\n\n---\n\n## 📝 Blog \u0026 Writing\n\nI share thoughts on data, tech, and learning on my [blog](https://medium.com/@tinashemillicent).\n\n\u003c!--- [\"Why Data Cleaning is 80% of the Work\"](https://your-blog-link.com)\n- [\"How I Built a Personal Dashboard in Power BI\"](https://your-blog-link.com)--\u003e\n\n---\n\n## 📫 Contact\n\n- 📧 Email: [tinashesefaidiga@gmail.com](mailto:tinashesefaidiga@gmail.com)  \n- 🌐 Blog: [Medium | tinashemillicent](https://medium.com/@tinashemillicent)\n- 🌐 Persona Blog: [Substack | tinashemillicent](https://tinashemillicent.substack.com)  \n- 💼 LinkedIn: [Millicent Sefaidiga](https://linkedin.com/in/millicentsefaidiga)\n\n---\n\n\u003cp align=\"center\"\u003e\n  \u003cem\u003eThank you for visiting — let’s connect and build something amazing.\u003c/em\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinashemillicent%2Fportfolio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftinashemillicent%2Fportfolio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinashemillicent%2Fportfolio/lists"}