karthikramx / Portfolio

Hello World. Welcome to my little corner on the internet where I host my projects. I’m currently exploring data science, machine learning, AI, business analytics and algorithmic trading. I'm listing all my project under specific project categories here.

Portfolio

Hello World. Welcome to my little corner on the internet where I host my projects. I’m currently exploring data science, machine learning, AI, business analytics and algorithmic trading. I'm listing all my project under specific project categories below.

• MACHINE LEARNING / DATA SCIENCE
  • SUPERVISED LEARNING
    • Multiple Linear Regression using Gradient Descent on Seoul Bike Share Data
    • Multiple Linear Regression for predicting Car Prices
    • Credit Card Lead Prediction
  • UNSUPERVISED LEARNING
    • Creating a Diversified Stock Portfolio Using Clustering Analysis

• ALGORITHMIC TRADING
  • BACKTESTING
    • Backtesting in python
    • Backtesting a portfolio of stocks

• ROBOTICS
  • Humanoid Gait Research using Kinemactics & Linear Oscillators
  • Simulating Boston Dynamics Handle on VREP
  • Robotic Arm - Windows WPF application
  • Kalman Filter

(Upcoming)

• Reinforcement Learning
• Deep Learning
• Natural Language Processing
• Miscellaneous
• Web Development