My Projects

A comprehensive collection of my data science and full stack development projects, showcasing my skills and expertise.

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Generative AI

IBM Generative AI Applications with RAG and LangChain

Build and deploy RAG-based AI applications using LangChain and IBM tools.

LangChainIBM CloudPython+1

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Data Analytics

Google Advanced Data Analytics Final Project

Projects and coursework for the Google Advanced Data Analytics Certification.

PythonSQLTableau+1

IBM Developing AI Applications with Python and Flask

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Artificial Intelligence

IBM Developing AI Applications with Python and Flask

Flask-based backend services integrated with AI capabilities on IBM Cloud.

FlaskIBM WatsonPython

Crack Detection using ResNet50 and VGG16

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Deep Learning

Crack Detection using ResNet50 and VGG16

Detecting concrete cracks with high accuracy using transfer learning with ResNet50 and VGG16.

ResNet50VGG16PyTorch+2

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Deep Learning

Fashion-MNIST Classification

A CNN model built with PyTorch to classify Fashion-MNIST images with over 85% accuracy.

PyTorchCNNFashion-MNIST

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Deep Learning

League of Legends Match Predictor

A logistic regression model in PyTorch to predict match outcomes based on in-game stats.

PyTorchLogistic RegressionNeural Networks

Classify Waste Products Using Transfer Learning

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Deep Learning

Classify Waste Products Using Transfer Learning

Image classifier for waste sorting using VGG16 and transfer learning techniques.

VGG16Transfer LearningTensorFlow+1

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Machine Learning

Polynomial Regression

A project exploring polynomial regression techniques in predictive modeling.

Pythonscikit-learnMatplotlib

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Machine Learning

Linear Regression

Basic implementation and visualization of linear regression models.

PythonNumPyPandas+1

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Web Development

Portfolio Website

My personal portfolio built with Next.js and TypeScript.

Next.jsTypeScriptTailwind CSS