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alisha-a-khan/README.md

Alisha Khan

Hi, I'm Alisha. Over the past few years, I've been on a continuous journey to deepen my knowledge in Computer Science and Data Science at the Illinois Institute of Technology. Along the way, I've been fortunate to engage in challenging projects and professional experiences that have refined my skills and broadened my horizons.

📫 [email protected] | 🔗 LinkedIn | 📄 Resume

Education

Pursuing a Bachelor's in Computer Science and a Master's in Data Science at the Illinois Institute of Technology, I've been immersed in learning the intricacies of computational techniques and data strategies.

Professional Experience

  • Software and Machine Learning Engineer: I am designing user interfaces in Figma and developing an iOS mobile application using Flutter (Dart). Concurrently, I'm building the app's backend in Python, focusing on implementing a machine learning-based recommender system. Additionally, I am integrating the OpenAI Python library to leverage generative AI, streamlining user decisions regarding event dates, costs, and venue selections.

  • Data Scientist Intern at MongoDB: At MongoDB, I advocated for and influenced the modification of a machine learning model's scope. This experience provided me an opportunity to understand and contribute significantly to the data strategy.

  • Data Scientist Intern at Meta: My role involved analyzing data to identify monetization opportunities. This involved closely working with different teams and presenting findings that influenced key decisions.

  • Computer Science Teaching Assistant at Illinois Tech: I mentored students twice weekly on a financial literacy software project using M1 Finance. We developed a Python program that offers insights into loan payment plans, covering UI design, data structures, algorithms, and debugging.

  • Data Scientist Intern at Exelon Utilities: I worked on a project that forecasted power plant failures, potentially saving significant resources. This involved data extraction, preprocessing, and utilizing Python for analytical tasks.

  • Data Science Researcher at Illinois Tech: I identified racial biases in Illinois Tech’s undergraduate admissions using R statistical analysis and delivered a research paper suggesting solutions to improve equitability by 10%.

Featured Projects

  • Graph Neural Network-Based Room Type Prediction: This project was an endeavor into neural networks where I used PyTorch to predict room types. It demonstrated the power of neural networks in real-world scenarios.

  • COVID-19 Tweet Classifications: An important project where I developed a natural language processing pipeline to classify tweets related to COVID-19.

  • Co-founder and Co-president of WiSTEM: This initiative aimed to amplify women's voices in STEM fields. Our team managed to secure significant sponsorships and created impact on campus.

Technical Skills

My toolkit includes a range of languages and libraries, such as Python, R, SQL, Java, Dart, Pandas, NumPy, Scikit-learn, PyTorch, OpenCV, and more.

Pinned Loading

  1. ahanabhattchrya/foodbanksnyc ahanabhattchrya/foodbanksnyc Public

    HTML

  2. MobileAppDev MobileAppDev Public

    Mini projects to get familiar with Flutter!

    Objective-C

  3. roomprediction roomprediction Public

    A graph completion model that can accurately predict the internal layout of a building from its exterior features, such as doors, windows.

    Jupyter Notebook

  4. FraudulentJobs FraudulentJobs Public

    Data Analysis and Classification of Fraudulent Job Postings

  5. nexen01/535FinalProject nexen01/535FinalProject Public

    The final project for MATH535

    Jupyter Notebook