Mritunjay Pandey

Competitive Programmer | Data Scientist / Analyst

Projects

MoodLens

  • "MoodLens" is a creative computer vision-based system or model designed to detect and analyze human emotions and moods by analyzing facial expressions and body language.
  • This system would use advanced image recognition and machine learning techniques to interpret the visual cues.

    • Meal Heal

    This project is an App which Customises your Meal Routine according to REGION and Choices of Food as per your Favourites Section.

  • It also Provides you the Recipe (Ingredients and Steps) to make that Dish.
  • Alongwith, an approximate time and Price Range is also given.
  • You can Add Meal to Favourites Video Preview

    • BreastAI-Early Detection through Data Analysis

    Construct predictive models to predict using SVM machine learning algorithm to predict the diagnosis of a breast tumor.

    Objectives:

    • Identifying the problem and Data Sources.
    • Exploratory Data Analysis.
    • Pre-Processing the Data for model building.
    • Build model to predict whether breast cell tissue is malignant(1) or Benign(0).

    What I had done:

    • Made a predictive model using SVM machine learning algorithm to predict the diagnosis of a breast tumor.
    • The diagnosis of a breast tumor is a binary variable (benign or malignant).
    • Evaluating the model using confusion matrix.
    • Tune the parameters of the SVM Classification model using scikit-learn.

    Cupid-AI-Target

  • "Cupid's AI Target" is an exciting and unique game that combines the charm of Cupid's love arrows with the power of artificial intelligence with bursting heart-shaped balloons using advanced computer vision technology.
  • The goal is to accurately aim and shoot virtual arrows at the floating heart balloons, testing both your precision and speed.