Projects
SignVision
A real-time sign language translator leveraging AI and deep learning.
Duration: March 2023 - May 2023
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Ride Aunty Telegram Bot
A Telegram bot designed to provide ride-hailing price comparisons for TADA, Gojek, and Zig in Singapore. Using predictive machine learning models, it offers users accurate price estimates based on origin, destination, and time of travel.
Duration: 5 April 2024 - 3 July 2024
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LoanWizard: Loan Eligibility Predictor
An intelligent solution leveraging machine learning to assist banks in informed lending decisions by predicting loan eligibility with high accuracy.
Duration: 27 Oct 2024 - 31 Oct 2024
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SiteSense: Scam/Phishing Website Classification
An AI-based solution for identifying scam and phishing websites, utilizing advanced machine learning techniques for robust classification.
Duration: 1 Oct 2024 - 31 Oct 2024
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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 - 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: Feb 2024 - 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: Feb 2024 - 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: Mar 2024 - 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: Mar 2024 - 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: May 2024 - 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: Apr 2024 - 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: Mar 2024 - 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: May 2024 - 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: Apr 2024 - 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: Mar 2024 - 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: May 2024 - 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: Mar 2024 - Mar 2024
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AWS Learning Management System Prototype
This project involves the development of an AWS-based Learning Management System, incorporating real-time data visualization using Power BI. The system tracks and measures student engagement and performance through various metrics and dashboards, monitoring learning materials using AWS.
Duration: Mar 2023 - May 2023
Download Sprint 1 & 2 Download Sprint 3 & 4
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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