yasinda-s

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!.

Emotion-Detection-SVM-LogReg-CNN-RNN

FineTuningLlama-2

FineTuningLlama3-MedLLM

Fresh-Rotten-Fruit-Classification

Using the YOLOv5 algorithm to classify fresh/rotten fruits to analyze quality of products before shelfing.

Matlab-Leaf-Detection

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

Object-Detection-YOLO-SageMaker-Pipeline

Creating a custom smoke detection model using SageMaker pipelines (pre-processing, training, evaluation, model registry steps) on AWS

QnA-PDF-RAG-LangChain

Chat with your PDF files and ask the most specific questions about them!

reAct-Langchain-HuggingFace

React Agent Using Langchain and HuggingFace

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!

yasinda-s/FineTuningLlama3-MedLLM

yasinda-s/FineTuningLlama-2

yasinda-s/Object-Detection-YOLO-SageMaker-Pipeline

Creating a custom smoke detection model using SageMaker pipelines (pre-processing, training, evaluation, model registry steps) on AWS

yasinda-s/QnA-PDF-RAG-LangChain

Chat with your PDF files and ask the most specific questions about them!

yasinda-s/Emotion-Detection-SVM-LogReg-CNN-RNN

yasinda-s/Exit-Door-Monitoring-CV

YOLOv8 + Deepsort (to monitor people exiting doors and walking in exit areas)

yasinda-s/Fresh-Rotten-Fruit-Classification

Using the YOLOv5 algorithm to classify fresh/rotten fruits to analyze quality of products before shelfing.

yasinda-s/reAct-Langchain-HuggingFace

React Agent Using Langchain and HuggingFace

yasinda-s/document-tts-with-narration-highlight

yasinda-s/Flask-CRUD-To-Do

yasinda-s/Flask-SVM-Sentiment-Analysis

Labelling dataset with Snorkel and TextBlob, building model with Scikit-Learn (SVM), wiring up a web app using Flask.

yasinda-s/Get-Reddit-Username-Soup

yasinda-s/GPT4All-Streamlit

Testing different free LLM's with GPT4All

yasinda-s/HighwayVehicleDetection

Detect ongoing and incoming traffic in the highway using YOLOv9C and ByteTrack

yasinda-s/HuggingFaceTransformers

Testing different transformers using Pipeline class

yasinda-s/langchain-fork

⚡ Building applications with LLMs through composability ⚡

yasinda-s/One-Shot-Learning-MNIST

yasinda-s/Particle-Swarm-Optimzation-Matlab

yasinda-s/Plant-Segmentation-Python

yasinda-s/Round-Robin-and-SJF-OSC

yasinda-s/Seaborn-Data-Viz-Demo

Created to teach high school students how to visualize data from a CSV.

yasinda-s/Snorkel-Spam-Programmatic-Labelling

yasinda-s/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).

yasinda-s/TimeSeriesPython

Testing out different time series models

yasinda-s/Titanic-Dataset-Analysis-R

yasinda-s/Transfer-Learning-ResNet-MNIST

yasinda-s/Transfer-Learning-SVHN

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

yasinda-s/US-Luxury-House-Price-Prediction

This is something I had done in 2018 haha, did some minor polishing and added it over here anyway.

yasinda-s/yasinda-s

yasinda-s/YoloV5-Blood-Cell-Detection