Louis Lim

car-damage-detector. Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.

deeplearning_forecast. Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data

MachineLearning_NILM. Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

text-to-speech. An offline desktop app that transforms your PDF file into natural-sounding audio, with the option of downloading the audio in MP3 format.

CinemaManagementSystem. Complete theatre system developed using Java, JavaFx (frontend) and mySQL (backend).

AI-chatbot-platform. A Machine-Learning-based chatbot platform with data analytics tools developed with Django

timeseries-forecast-automation. Automated the process of training time-series data with multiple Machine Learning and Stats Models to output the most accurate forecast result

LSTM_forecast. Applied different LSTM (Long Short-Term Memory networks) Models to forecast univariate & multivariate time series dataset

nlp_qna_chatbot. NLP based Q&A chatbot as a pop-up chat window on webpage

AI-based-chatbot. A general python based AI chatbot