Rafsan Siddiqui
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  • Welcome to my site

    OPEN TO FULL-TIME JOB!!
    Recruit me :p

    I love to use a little alliteration to say that I have demystified Data Science at the University of Delaware.

    Concurrently, I undertook a year-long internship as an Associate in the Credit and Data Analytics department at Barclays Bank in Wilmington, Delaware. I was part of the Data Strategy team, focusing on migrating data and analytics tasks to the AWS cloud. My primary skills in this role include Python, AWS, BASH, and SQL.
    My passion lies in the specialized and allied fields of statistics and I love nothing more than a good game of Duplicate Bridge - the ultimate strategic card game.

    I'll write blog posts about my projects and other fun stuff here.

    Stay tuned!

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  • Click the images to go to the projects' pages

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    ML methods on MNIST [ Classification, Logistic, Decision Trees and Random Forests, SVM, LDA, DNN, CNN]

    ML Classification Methods Performance
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    Higher Education Continuation [ML Classification: QDA, Logistic, Tree, Random Forest, SVM, Naive Bayes, Neural Net]

    ML Classification Methods
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    Forest Fire in Algeria [Stepwise Regression]

    Forest Fire Project
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    Mobile Financial Transactions [Linear & Polynomial Regression]

    MFS Regression
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    Sea Ice Extent [Time Series analysis]

    Sea Ice Case Study
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    Mobile Financial Fraud Transactions [Decision Tree]

    MFS Fraud Data

  • Brief Points

    Experience:
    > Barclays USCB, Credit & Data Analytics Team [Cloud Computing & Data Analysis]
    > Central Bank of Bangladesh [Data Analysis, Machine Learning]
    > Primus Technologies [Software Development]
    > Bangladesh University of Professionals and City University [Faculty]
    > pi Strategy Consulting [Business Consultancy]

    Education:
    > University of Delaware [MS in Statistics, '24']
    > University of Dhaka [MBA, '19']
    > Bangladesh University of Engineering and Technology [BSC in CSE. '15']

    Skills:
    Python, BASH, SQL, AWS, C, C++, SAS, Git, R, Excel, Oracle.

    Extracurricular:
    > Participated in the 16th World Youth Bridge Teams Championship in Salsomaggiore Terme, Italy, '16.
    > Became first runners-up in the Inter-university Table Tennis Competition, Bangladesh, '15.

  • About me

    As a data enthusiast with a passion for turning raw data into valuable insights and solutions, I am delighted to finish a Master's degree in Statistics at the University of Delaware.
    Also, I loved my cloud computing and data analytics job at Barclays.

    Before starting my graduate studies, I worked at the Payment Systems Department of the central bank of Bangladesh for three years. In this role, I used data analysis and machine learning methods to help make policy decisions about mobile financial services and the payment card industry in Bangladesh. I also have professional experience in data-driven business consulting and software development.

    I am passionate about turning data into business value, and my dedication is reflected in my credentials, which include a CS degree, an MBA, and over five years of work experience.

    I am also passionate about Duplicate Bridge, the most statistical and challenging strategy card game.

    I also like Ping Pong, and writing short stories.

  • Contact Me

    You can find me on:

    GitHub
    LinkedIn

    Or, you can send me an email: rafsan@udel.edu