IT8907-FCP Assignment created by class-1-team-1

Command-line haiku transformation, syllable-aware Markov generation, thesaurus rewriting, batch permutations, and WAV narration in Python.

Flask multimodal housing valuation app with tabular, NLP, and CNN predictions, authenticated history, chat, Docker, tests, and MLOps docs.

Prefix-trie CLI for restoring damaged newspaper text with wildcard matching, fuzzy search, batch edits, and graph visualisations.

HTML + CSS + JS + Bootstrap 5 Website Demonstration

Customer segmentation workflow using K-Means clustering, preprocessing, evaluation metrics, notebooks, tests, and MLOps docs.

Predictive maintenance machine-fault classifier using sensor data, feature engineering, statistical tests, and scikit-learn.

An electronic vault embedded system that offers various features made for PC/104 industry

Showcase of a simple website built with Node.js, Bootstrap 5, Express.js and MySQL.

This project shows a dashboard with relevant parameters such as a battery energy for a solar car.

Movie review sentiment and rating prediction using SimpleRNN, LSTM, GRU, text preprocessing, and TensorFlow/Keras.

Tableau visual analytics project for Singapore HDB resale prices with cleaned datasets, notebooks, reports, and validation tests.

Offline Python desktop app for trip-safety prediction from vehicle sensor data, with batch CSV inference, engineered driving-behavior features, drift checks, and a decision-tree model demo for SP DAAA Practical AI CA2.

Python/Jupyter analytics project on Singapore graduate employment, salaries, labour force trends, and exploratory salary modelling.

sklearn Classification & Regression Demonstration

EMNIST generative modeling lab with VAE/CVAE and multiple GAN variants, split notebooks, metrics utilities, tests, and MLOps docs.

sklearn Clustering & Time Series Demonstration

DQN-family reinforcement learning project for Gymnasium Pendulum-v1 with action discretisation, configs, notebooks, tests, and MLOps docs.

FitnessQuest: an Express, MySQL, and vanilla JS gamified fitness app for ST0503 Back-End Web Development CA2.

Time-series forecasting for monthly gas, electricity, and water consumption using ARIMA and SARIMAX models.