Christian Manohar

Data Scientist and Musician

View My Resume

I am a third-year student pursuing a dual degree in Data Science and Jazz and Contemporary Improvisation at the University of Michigan. I am passionate about data analysis and transformation, particularly in the area of music and audio. In addition, I am an active saxophonist and composer, performing in various ensembles and leading rehearsals for the Blue Bop Jazz Orchestra, the premier student-led jazz orchestra at the University of Michigan.

Skills

  • Python
  • PyTorch
  • R
  • SQL
  • C/C++
  • Java
  • Data Visualization
  • Machine Learning
  • Audio Processing
  • Ableton Live

Projects

  • Exercise Image Classifier (Current)

    A convolutional neural network that classifies images of exercises into 21 different categories using CNN architecture proposed by Guo et al. (2017)

    • Python
    • PyTorch
    • Pandas
  • Dog Image Classifier

    A convolutional neural network that classifies images of dogs into separate breeds with up to 95% accuracy achieved through transfer learning.

    • Python
    • PyTorch
    • Pandas
  • Facebook Database Replicate

    A relational database that replicates the functionality of Facebook, including user profiles, posts, albums, and friends.

    • SQL
    • Java
    • Oracle
  • Electric Vehicle Sales Analysis

    A data analysis project that analyzes electric vehicle sales data from 2010-2022 to determine trends and predict future sales.

    • R
    • Shiny

Made by Christian Manohar