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Yuzhe Lim's Projects

ai-chatbot-platform icon ai-chatbot-platform

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

asme_sdc_spring2018 icon asme_sdc_spring2018

Complete algorithm for robots used in ASME's 2018 Student Design Competition and global E-Fests (Engineering Festivals).

attendancemanagementsystem icon attendancemanagementsystem

Online attendance system for students and faculty. There are three users for the system 1. Admin, 2. Lecturer and 3. Students

car-damage-detector icon 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.

chat-app icon chat-app

Custom chat room built with React JS (Frontend) and Firebase (Backend). Integrated Google Sign-In for secure authentication.

data_mining_r_projects icon data_mining_r_projects

Implementation and application of essential data mining concepts and algorithms using R and RStudio

deeplearning_forecast icon deeplearning_forecast

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

deeplearningproject icon deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

iitrmc2019 icon iitrmc2019

Complete algorithm for Scarlet Space Hawks (Illinois Tech's NASA Robotics Mining Competition Team 2018)

jquery.scrolltablebody icon jquery.scrolltablebody

Cross-browser lightweight plugin that allows an html table body to scroll while the header and footer stay fixed

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lstm_forecast icon lstm_forecast

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

machinelearning_nilm icon 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

monitor_design_project icon monitor_design_project

The goal of this Design Project is to build up a shell with MC68000 assembly language to work with different aspects of hardware design such as memory and I/O design with a MC68000 processor.

mysql-excel icon mysql-excel

Manipulating MySQL Data using Insert, Update, and Delete in Excel

recipe-randomizer icon recipe-randomizer

A simple webpage that output a random recipe with complete instruction, all with a single click of a button.

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