Projects

Below you will find a selection of key projects that highlight my skills and experience. My Portfolio Website, where these pages are hosted, demonstrates the breadth of my work and commitment to continuous learning. Explore my projects to see how I've applied my expertise in various domains, from building robust web applications to implementing advanced machine learning techniques.

Employee Data Management System REST API

Project 1

  • Streamlined and automated employees, tasks, and project management through a RESTful API.
  • Implemented JWT authentication, role-based access, and features like profile/task management and project assignment.
  • Utilized Class Library models with validation annotations and Dependency Injection for Controllers, Services, and Models with DTOs.

Blog Web App with ASP.NET MVC & .NET 7

Project 2
Project 2
Project 2

  • Designed to create and manage a blog platform with robust content management capabilities.
  • Includes Microsoft Identity authentication, role-based access, post creation/editing, asynchronous comments, category filtering, and Excel export.
  • Features signup/login, Admin/Editor dashboards, predefined categories, and keyword search.

Sentiment Analysis with Machine Learning using NLP

Project 3

  • Classified tweets into four sentiment categories using NLP techniques and machine learning models.
  • Included data preprocessing (tokenization, lemmatization), vectorization (TF-IDF, Countvectorizer), and various machine learning models.
  • Evaluated models with metrics like accuracy, precision, recall, F1 score, and ROC AUC, and visualized results with word clouds and bar plots.

FinTech Dashboard Web App with React and .NET API

Project 5

  • Developed a responsive React .NET web app for analyzing financial data, including company profiles and financial statements.
  • Integrated interactive charts and dynamic data rendering to visualize income statements, balance sheets, and cash flow.
  • Provided seamless navigation and user-friendly interface for exploring historical dividends and financial metrics.

More projects on the way... Stay tuned for updates!