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purnimapal11
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Purnima Pal purnimapal11

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purnimapal11/README.md

Hey, I'm Purnima

Engineer * ML Explorer * Future Product Strategist
Currently a Master's student in Computer Science (MPCS) @ University of Chicago


What I Do

  • Build intelligent systems - simulation, automation, and data-driven insights
  • Experiment with ML models that solve real-world problems
  • Think at the intersection of data + product strategy

Featured Projects

Plant Disease Detection

CNN + Focal Loss + ResNet - Boosted accuracy from 78% - 92% on 50k+ image dataset
(Practical edge: early detection saves yield + farmers' time)

Crop Forecasting with SARIMA

Forecasted crop yield cycles using NDVI vegetation data + SARIMA
(Because forecasting food is cooler than forecasting stock prices )


Toolbox

Python * TensorFlow * Keras * Scikit-learn * SystemC
Pandas * SQL * Docker * Spring Boot * OpenCV


Currently

  • Exploring AI/ML and product strategy at UChicago
  • Seeking opportunities to build, learn, and impact (Summer '26 internships )

Let's Connect

LinkedIn * GitHub * Email


Fun fact: I treat my projects like products. If they don't solve a real problem, they don't make the cut.

Pinned Loading

  1. Price-Prediction-Model Price-Prediction-Model Public

    Price Prediction Model

    Jupyter Notebook

  2. Eesha0412/Plant-Disease-Detection Eesha0412/Plant-Disease-Detection Public

    Jupyter Notebook

  3. purnimapal11.github.io purnimapal11.github.io Public

    HTML

  4. Gendered-Tropes-in-Movies Gendered-Tropes-in-Movies Public

    Jupyter Notebook