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šŸ’« Hi There, I'm Yasinda!

  • šŸ”­ Iā€™m currently working on a comparison study on YOLOv8 and YOLOV9 on segmentation and pose estimation.

  • šŸŒ± Iā€™m currently learning how to build production level E2E machine learning pipelines to automate the versioning/deploying process.

  • šŸ’¬ Ask me about all things AI/ML!

  • šŸ“« How to reach me [email protected]

šŸŒ Socials:

LinkedIn

šŸ’» AI/ML Tech Stack:

Python R AWS Azure Google Cloud Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow Anaconda OpenCV Power Bi

šŸ’» Languages and Other Platforms:

C Python R Java HTML5 CSS3 JavaScript Haskell Datadog Heroku FastAPI Flask Express.js NodeJS React MongoDB MySQL Docker Kubernetes SONARQUBE Terraform Postman

šŸ“Š GitHub Stats:



šŸ† GitHub Trophies

šŸ” Top Contributed Repo

Yasinda Samaranayake's Projects

discord-bot icon discord-bot

This is Piko! A discord bot that can talk to you, do trivia, inspire you, perform mathematical operations, react, see how "valid" you are and more!.

langchain-fork icon langchain-fork

āš” Building applications with LLMs through composability āš”

matlab-leaf-detection icon matlab-leaf-detection

This matlab project segments leaves from a plant using varios pre-processing techniques followed by the watershed segmentation algorithm.

simple-circle-detection icon simple-circle-detection

This is a simple python script to detect circles in images. This was designed for the "Python for Beginners Workshop at University of Nottingham, Malaysia".

simple-hangman-game icon simple-hangman-game

This is a simple python script for the game Hangman I created for the "Python for Beginners Workshop at University of Nottingham, Malaysia"

study-cnn-framework icon study-cnn-framework

Welcome to the official repository for the "Study into the CNN Framework" research project. This repository serves as a central hub for all datasets, code notebooks, and results generated during the course of our investigation into Convolutional Neural Networks (CNNs).

therabot icon therabot

This is a companion chatbot built using NLP. I fully developed the backend of the chatbot which consists of the CNN used to gauge the user's emotion score per each message, the ability of the bot to reply based on classified emotion, keep track of user independent scores, evaluate overall emotional status to provide with consolidation message and more!

transfer-learning-svhn icon transfer-learning-svhn

Comparison of a fine-tuned CNN against SOTA architectures (+ transfer learning) on SVHN dataset

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