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DineshThapaX/README.md

👋 Hi, I’m Dinesh Thapa

I am a skilled professional combining academic learning with real-world experience in data analytics, software development, and digital marketing. Currently studying for an MSc in Big Data Analytics at Birmingham City University, building upon a Bachelor's degree in Computer Applications. Proficient in various programming languages and tools, with a strong track record in projects involving data analysis, web development, and marketing.

-- Connect with me on LinkedIn (@hello-dinesh).

Basic Projects

1. Power BI Kevin Cookie Company

GitHub

2. WordCloud Project using R

GitHub

Academic Projects

1. Dissertation: Computer Vision for Autonomous Car using Big Data Technologies

05/2024 – Now
Currently, Working on this project.

2. Diabetes Prediction using Machine Learning and Graph Analysis using Neo4J

02/2024 – 05/2024
Used both Classification (Logistic Regression, Random Forest Classifier, and Gradient Boosted Tree Classifier) and Clustering (K-means and Gaussian Mixture Model) using Apache Spark to predict Diabetes. Also, performed graph analysis using Neo4j on Catch the Pink Flamingo dataset.
GitHub

3. Twitter Social Media Analytics, Facebook Graph Analysis, and News Article Analysis

02/2024 – 05/2024
Performed twitter trends analysis, sentiment analysis, and LDA topic modeling. Performed Graph Analysis using Facebook Network dataset. Performed News Article Analysis sourced from APIs, used LDA and LSA topic modeling, sentiment analysis using TensorFlow and Keras. News Article Category Prediction using Logistic Regression.
GitHub

4. Travel Salesman Problem using Genetic Algorithm

02/2024 – 05/2024
Used Genetic Algorithm to solve the travel salesman problem on dataset having multiple city’s locations.
GitHub

5. Amazon UK Data Mining Project

10/2023 – 12/2023
Used R Programming to perform dataset preprocessing, exploratory data analysis, time series analysis, regression analysis, and K-means clustering.
GitHub

6. Room Rental Marketplace Database System

10/2023 – 12/2023
Used SQL & MySQL and implemented two database optimization techniques: indexing and partitioning.
GitHub

7. Amazon UK E-commerce: Statistical Analysis

10/2023 – 12/2023
Used R Programming to answer relevant statistical questions using Amazon UK dataset and implemented different methods like Correlation Analysis, Regression Analysis, and Predictive Analysis.
GitHub

Popular repositories Loading

  1. wordcloud_project wordcloud_project Public

    R

  2. Data-Mining-Amazon-UK-Project Data-Mining-Amazon-UK-Project Public

    Amazon UK Data Mining Project - Academic Project at Birmingham City University

  3. amazon-statistical-analysis amazon-statistical-analysis Public

    Amazon Statistical Analysis using R

    R

  4. 7-days-of-python-for-data-science 7-days-of-python-for-data-science Public

    7 Days of Python for Data Science Coding Challange

  5. datascience-with-python datascience-with-python Public

    Python

  6. Advanced-Database-Room-Rental-Marketplace-Project Advanced-Database-Room-Rental-Marketplace-Project Public

    Room Rental Marketplace Database System - Academic Project at Birmingham City University