Artificial Intelligence Computer Science

Ayman Siddiqui

Minneapolis, MN Phone: 651-***-**** Email: *******************@*****.***

LinkedIn GitHub

Education

University of Minnesota - College of Science and Engineering Sep 2023 - Present

● Bachelor of Science, Computer Science, expected graduation May 2026

● Concentration in artificial intelligence and data-driven computing Skills

Languages: Python, SQL, Java, Javascript, HTML, CSS Frameworks and Libraries: TensorFlow, Pandas, NumPy, Keras, Scikit-Learn, PostgreSQL, Django Tools: PowerBI, Microsoft Office, Google Workspace, Visual Studio, IntelliJ, Git, GitHub Projects

Stock Price Forecasting Model Jun 2024 - Aug 2024

● Cleaned and prepared .csv format time series closing price data for 6 different stocks using Pandas and Scikit-Learn

● Developed and trained a vanilla LSTM deep learning model in TensorFlow to predict the behavior of closing price using regression and stochastic gradient descent (Adam optimizer)

● Visualized model-generated closing price forecast plotted against test values using matplotlib Work Experience

UMN Office of Information Technology - Academic Technology Support Intern Sep 2024 - Present

● Building and implementing Django web application with a JSON nonrelational database backend using PostgreSQL to query courses for over 1,800 faculty members across the University of Minnesota system

● Improving digital accessibility of course pages using APIs, HTML, and CSS for hundreds of students Baseline Tennis Center - Operations Assistant Sep 2023 - Apr 2024

● Managed and assigned court reservations using Google Sheets

● Organized and updated customer data

Ol’ Smoky BBQ - Cashier Jul 2022 - Present

● Prepares and serves food on barbecue food truck

● Contributes to increased sales by upselling menu items The Home Depot - Seasonal Cashier Mar 2023 - Jul 2023

● Received the highest number of positive customer reviews (13) at the Apple Valley store

● Initiated the sale of 20 Home Depot credit cards Leadership and Service

University of Minnesota, Minorities in Tech - Internal Vice President Oct 2023 - Present

● Organizes coding workshops and networking events to propel underrepresented students in the fields of computer science and data science

University of Minnesota, Artificial Intelligence Club - Treasurer Feb 2024 - Present

● Obtains funding and manages club income, expenses, and budget to ensure finances are in compliance with federal regulations

University of Minnesota, Data Science Club - Member Mar 2024 - Present

● Participates in SQL coding, Python, and data visualization workshops

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