Traditional ML Projects

Projects and Certificates

• Multi-Class Classification Models:

  • Dry Bean Classifier (F1 - Score 92%)

• Binary Classifications:

  • Breast Cancer Data (F1 - Score 98%)

  • MAGIC Gamma Telescope Data (Accuracy 88%)

• Regression:

  • Critical Temperature Prediction (MSE : 4.5e-26)

  • House Price Prediction (Accuracy 75%)

• K-Means Clustering:

  • Algorithm from scratch

  • Facebook Live Sellers

Deep Learning Projects

DevOps

• Microservices in Python

• Deep Learning with Pure Numpy

• PyTorch Projects:

  • Fundamentals

  • Workflow

  • Convolutional Neural Network - 10 Objects

  • Convolutional Neural Network - 100 Objects

• TensorFlow Projects

  • Regression

  • Convolutional Neural Network - 10 Objects

Data Analysis

• My Tableau Profile

Certificates

• AWS Certified Solutions Architect

• Snowflake SnowPro Core

• Foundations of Data Science by Google

• Business Intelligence Essentials by IBM

• Data Science Essentials by IBM

Data Engineering

• Sample Airflow DAGs