Skip to content
View hasi03's full-sized avatar
๐Ÿ˜ƒ
๐Ÿ˜ƒ
3 followers · 5 following

Block or report hasi03

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
hasi03/README.md

Hi ๐Ÿ‘‹, I'm Hasitha Eranda

A passionate data scientist coming from a theoretical/computational astrophysics background.

๐Ÿ”ญ Few of my Projects

Connect with me:

www.linkedin.com/in/hasi-sl03

Languages and Tools:

aws bash gcp git linux mysql pandas python pytorch scikit_learn seaborn tensorflow

Python Packages

  • plotly.express
  • ydata_profiling
  • statsmodels
  • dash
  • folium
  • pandas

Publications

Peer-Reviewed Jornals

In Preparation to be Published

  • Correlation Between Reionization Optical Depth and Weak Gravitational Potential
  • Physically Defined Massive Relic Galaxies in TNG300 Simulation.
  • Highly Concentrated Dark Matter Halos in the TNG300 Simulation.

Public Talks/Presentations

  • What's wrong with dark energy? Public talk given to undergraduate students at University of Colombo.
  • Participated in Philosophy of Dark Energy Workshop at UCIrvine.

Volunteering

  • Guest Lecturer: Stedu Association Group. Conducted a lecture series for a summer school for middle school students.
  • Vice President in SPICMACAY at UCIrvine : a non-profit, voluntary movement for the promotion of Indian Classical Music and Culture
  • Organizer of Physics Talks : A weekly meetup for undergraduate students at university of Colombo.

hasi03

ย hasi03

Pinned Loading

  1. Timeseries-sunspots Timeseries-sunspots Public

    Time Series Forecasting for solar activity. Applied numerous Machine Learning Algorithms (GNN, LSTM, XGBoost) to improve predictions and compared them.

    Jupyter Notebook

  2. kkdsdesilva/diabetes-ucidata kkdsdesilva/diabetes-ucidata Public

    Analyzing clinical care data, this repo aims to predict hospital readmission ๐Ÿฅ within 30 days using ML models: Logistic Regression, Decision Tree ๐ŸŒณ, Random Forest ๐ŸŒฒ, XGBoost ๐Ÿš€, and Neural Networks โ€ฆ

    Jupyter Notebook 1

  3. Trajectory-Optimization Trajectory-Optimization Public

    Exploring various numerical methods to solve orbital mechanics of satellites.

    Jupyter Notebook

  4. Solar-Eclipse-Best-Location-Finder Solar-Eclipse-Best-Location-Finder Public

    Search algorithm to find the best location to observe a total solar eclipse, based on previous weather data, geography and flights data.

    Jupyter Notebook