sachag678 (Sacha Gunaratne) · GitHub

sachag678/README.md

I am a data scientist who enjoys all things anaytics, visualizations and predictive modelling. I also enjoy delving deeply into things like RL and optimization algorithms.

Some recent projects are:

Designing custom anaytics dashboard to track the prices of used iphones on kijiji to find the best deal: Link
Implementing a visualizer to understand the standard line search and trust region methods for optimization: Link

Pinned Loading

iphone-tracker iphone-tracker Public

Dashboard for tracking the prices of used iphones to find the best deal | uses Pandas and Dash

Python 2
optimization optimization Public

Visualizes optimization algorithms in 2D space using plotly and streamlit

Python
Reinforcement_learning Reinforcement_learning Public

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Jupyter Notebook 9 2
boggle-solver boggle-solver Public

Finds the words in the game of Boggle. Can handle games of any size*

Python
freeCodeCamp freeCodeCamp Public

Contains code for teaching an agent the rules of Rock Paper Scissors

JavaScript 6 6
python_projects python_projects Public

Python Projects using sckit-learn, tensorflow, requests, unittesting, time series prediction, weather apps, multi threading

Python 1