Ishan Durve

Aspiring Data Scientist aiming to use my strong analytical and observational skills in real-time pragmatic applications. I am confident, outspoken, and responsible, and believe that solid cooperation leads to better results.

👉 ishand1505@gmail.com

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Tech Stack

Languages- Python, R, SQL, HTML
Tools- Jupyter Notebooks, RStudio, KNIME, SPSS, MS Excel
Libraries- pandas, NumPy, Matplotlib, Seaborn, Scikit-Learn

Projects

🏆 Impact of Transfers in English Premier League

August 2022

  • Created a machine learning model to predict the results of the English Premier League 2021-22 season
  • Analysed the net transfer expenses by clubs to identify performance improvement
  • Successfully predicted the league winner Manchester City and the correct table order of 14 clubs
  • Tech Stack - Python, Pandas, Excel, Machine Learning: Decision Tree, Random Forest, XGBoost, CatBoost
🏆 Airline Satisfaction Prediction

January 2022

  • Performed Data pre-processing including normalisation on a modified Kaggle dataset for airline satisfaction
  • Implemented Machine Learning Algorithms- Naive Bayes and Random Forest for prediction of satisfaction
  • Tech Stack - KNIME, Machine Learning: Naive Bayes, Random Forest
🏆 Retirement Analysis in the UK

January 2022

  • Analyzed the ELSA Wave 7 dataset to find out the factors responsible for age of retirement
  • Performed feature selection out of 100 for the data of 9000+ participants
  • Successfully found the affecting factors- level of education, workplace recognition, stress at work and age
  • Tech Stack - IBM SPSS, Logistic Regression

Work History

🚧 Information School Student Ambassador | University of Sheffield

11/2021 - 08/2022

  • Represented and promoted the department on the internet through YouTube videos and blogs
  • Addressed the queries of over 50 prospective university applicants one-to-one in a 6 month period
  • Organized teams of fellow ambassadors at open days at the department
🚧 Data Acquisition UI Project Intern | Raja Ramanna Centre for Advanced Technology

06/2019 - 07/2019

  • Created User Interfaces using .net for a dual channel data acquisition system and a Fluorescence Detection System
  • Implemented the storing of acquired data into files, so that there is a scope for future graph-based analysis of the data
  • Completed the Interfaces for these 2 advanced applications within the span of a month, while also getting a comprehensive understanding of its working
🚧 Web Development Intern | Sahu Technologies

07/2019 - 08/2019

  • Created an informative website about the biographies of various artists and sportspersons
  • Technologies Used: HTML5, CSS3, JavaScript and Bootstrap
  • Analyzed good SEO practices in helping the website during indexing by the search engines

Achievements

Education