Nasrullah's Portfolio

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Tech Stack

Data Science & Machine Learning

Featured Projects

SignVision

A real-time sign language translator leveraging AI (OpenAI API) and deep learning.

Duration: March 2023 - May 2023

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Early MRI Dementia Detection using CNN and FNN

An AI-based solution for early detection of dementia using MRI scans, leveraging Convolutional Neural Networks (CNN) and Feedforward Neural Networks (FNN).

Duration: Dec 2023 - 13 Feb 2024

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Rental Home Price Prediction using MLOps, PyCaret, MLFlow

Predict rental home prices based on various features using a regression machine learning model.

Duration: Dec 2023 - Feb 2024

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VisionAnything

A real-time image segmentation application using the Segment Anything Model (SAM) and deep learning to assist in children's cognitive development by identifying everyday objects.

Duration: 28 Feb 2024 - 14 Apr 2024

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EigenFaces FaceDetection using PCA and SVM

A face detection and recognition system leveraging Principal Component Analysis (PCA) and Support Vector Machine (SVM).

Duration: 28 Feb 2024 - 14 Apr 2024

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Robust Fruit Classifier using Tensorflow CNN & Data Augmentation

A robust fruit classification system using Convolutional Neural Networks (CNN) to accurately identify various types of fruits.

Duration: 17 Mar 2024 - 21 Apr 2024

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L2 Regularizer CNN Robust Cats vs Dogs Classification

A robust classification system using Convolutional Neural Networks (CNN) with regularization to accurately identify cats and dogs.

Duration: 27 Mar 2024 - 14 Apr 2024

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Linear Regression and Ensemble Methods for SPY500 Stock Price Prediction

A machine learning model using Linear Regression, Random Forest, and Gradient Boosting to predict SPY500 stock prices based on historical data.

Duration: 23 May 2024 - 25 May 2024

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Advanced NLP with Hugging Face BERT and BiLSTM

An advanced NLP project utilizing Hugging Face BERT and BiLSTM models for text generation and classification.

Duration: 12 Apr 2024 - 15 Apr 2024

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Advanced Text Analysis with NLTK and Scikit-Learn

A project focused on text analysis and sentiment classification using NLTK and Scikit-Learn.

Duration: 14 Mar 2024 - 17 Mar 2024

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Advanced ML Techniques for Waste Classification and Employee Ratings Prediction

This project involves applying advanced machine learning techniques for waste classification using the RealWaste dataset and predicting employee ratings based on various features.

Duration: 25 May 2024 - 26 May 2024

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FraudFilter AI: Ensemble Call Scam Detector using MLOps

An AI-based solution to detect scam calls using an ensemble of machine learning models including Random Forest, Gradient Boosting, and Support Vector Machine.

Duration: 26 Apr 2024 - 28 Apr 2024

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SentimentSeeker: Deep Learning Movie Review Analyzer

A deep learning project for classifying movie reviews using neural network models with embedding layers and dropout regularization.

Duration: 2 Mar 2024 - 5 Mar 2024

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ECOM Stocks Analysis using R

A comprehensive analysis of stock performance for Starbucks (SBUX), Amazon (AMZN), and Casey’s General Stores (CASY) from January 2000, including data visualization, return calculations, and portfolio optimization.

Duration: 23 May 2024 - 25 May 2024

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ML Regression, Unsupervised Learning, and Classification

This project encompasses regression analysis on surveillance camera prices, unsupervised learning for college dataset clustering, and classification for college admission prediction using machine learning techniques.

Duration: 12 Mar 2024 - 28 Mar 2024

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Social Media, Reddit, Mothership, Facebook LDA Topic Modelling Analysis

This project involves a comprehensive analysis of social media data using LDA topic modeling to uncover key themes and insights.

Duration: 27 May 2024 - 2 June 2024

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