/enri-thumbnails/careeropportunities1f0caf1c-a12d-479c-be7c-3c04e085c617.tmb-mega-menu.jpg?Culture=en&sfvrsn=d7261e3b_1)
/cradle-thumbnails/research-capabilities1516d0ba63aa44f0b4ee77a8c05263b2.tmb-mega-menu.jpg?Culture=en&sfvrsn=1bc94f8_1)
7e6fdc03-9018-4d08-9a98-8a21acbc37ba.tmb-mega-menu.jpg?Culture=en&sfvrsn=7deaf618_1)
Technovation 2023
 |  |  |
| Abhigyan Singh | Acharya Atul | Agrawal Rachita |
| AI for Li-ion Battery charging | Query Cost Estimation with Deep Learning | Towards Interpretable & Robust Occluded Facial Recognition |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| AILEEN LAKSMONO LIE | Akshat Sharma | Alexy Xena Hackmann |
| WEB-BASED SPEECH RECOGNITION PLATFORM SG DECODING | On-chain analysis and Cryptocurrency price forecasting using On-chain metrics | Evolving Neuro-Fuzzy System for Portfolio Management |
| View Video Here | View Video Here | |
 |  |  |
| Alicia Chua Jieying | Alvin Tan De Jun | Amadeus Koh Ying Jie |
| A chatbot for elderly people | Self-Supervised and Supervised Contrastive Learning | Interpretable Fuzzy-Embedded Deep Neural Network with its Application in Stock Trading |
| View Video Here | View Video Here | View Video Here |
 |  | |
| Ang Kai Jun | Arora Srishti | Ashwin Kurup |
| Developing Secure, Ultra-low Power RISC Processor | Emotion profiling using deep learning | Machine Learning Models and Technical Analysis on SPY ETF |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Aurelio Jethro Prahara | Bachhas Nikita | Bhavya Goyal |
| Quantum Generalisation Advantage for Recurrent Agents with Minimal States | Mobile Application for Automatic Assessment of Percussion Rhythm Imitation | Reinforcement Learning in Metaverse |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Bob Lin An | Bodipati Kiran | Brent Kuan Jia Yu |
| Reputation Management System for Blockchain-based E-commerce | Text Restoration Using Image Super Resolution | AN ANALYSIS OF DIFFERENTIABLE SORTING AND RANKING OPERATORS |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Bryan Lim Cheng Yee | Cecelia Soh Yan Pei | Celeste Chin Khar Min |
| A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques | Generating Human Face by Generative Adversarial Networks | VR Climate Change |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Chai Li Xian | Cheah Jing Feng | Cheah Mun Yan Grace |
| Peer to Peer Cluster Federated Learning | Metaverse for Virtual Game | Elderly Well-Being System [General Health Focus] |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Chee Jia Yuan | Chia Wen Cheng | Chong Jie Sheng |
| Bluetooth Low Energy (BLE) based asset tagging system | GA Based LSTM Tactical Risk Sensitive Portfolio Allocation | Impact of Different Predictors on Stock Price Forecasting Performance |
| View Video Here | View Video Here | View Video Here |
.jpg?sfvrsn=5caf0fe2_3 "Chong Zhe Ming_Development of an AI-Powered Exchange Platform (I)") |  | .jpg?sfvrsn=dd619288_3 "Christopher Yong_Web-Based Speech Recognition Platform (On Cloud and Local Deployment)") |
| CHONG ZHE MING | Chow Weize Aloysius | Christopher Yong Wan Kang |
| Development of an AI-Powered Exchange Platform (I) | 3D and AR Visualisations: Efficacy and Applicability in Consumer Product Testing | Web-Based Speech Recognition Platform (On Cloud and Local Deployment) |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Chua Zi Heng | Clarissa Felice Nurawan | David Tay Ang Peng |
| Computational Models for Metaphor Understanding | Study on Cognitive assessment using EEG based Brain Computer Interface | Multi-Agent Pickup and Delivery |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Doddannavar Harsh | Ernest Ang Cheng Han | Feng Haolin |
| Music Visualization using Deep Learning | Ensuring Security and Reliability of Deployments in Kubernetes | A Lightweight Handcrafted Feature-based Selective Attention Network for BIQA |
| View Video Here | View Video Here | |
 |  |  |
| Foo Jun Ming | Gan Shyan | Garg Astha |
| Remote Teleoperation with Object Detection | Out-of-Distribution Lane Detector on a Low-Cost Cyber-Physical AV Test Bed | Decentralized Marketplace for Digital Assets Empowered by Smart Contracts |
| View Video Here | View Video Here | |
 |  |  |
| Goh Tse Yinn, Sheryl | Goh Wei Jie Benjamin | Gupta Suhana |
| Automatic Assessment of Body Motion and Pose Imitation | Maritime Traffic Simulation for Tuas Mega Port Waters | Artificial Intelligence meets Art |
| View Video Here | View Video Here | View Video Here |
 |  | -centered-artificial-intelligence-for-metaverse-edge-computing.jpg?sfvrsn=a36d68a4_3 "Hoo Kah Jun_Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing") |
| He Yinan | Heng Chuan Song | Hoo Kah Jun |
| PREDICTING GENDER FROM STRUCTURAL AND FUNCTIONAL CONNECTOME VIA MULTI-VIEW GRAPH NEURAL NETWORKS | Effects of Incremental Training on Watermarked Neural Networks | Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Huang NengQi | Huang XiaoYan | Huang Yupeng |
| High-accuracy and High-efficiency Fringe Projection Profilometry | Automatic Facial Expression Recognition on Smartphone | Video Frame Interpolation |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Inbanathan Vaishnavi | Jaw Li Sheng | Joey Lim Soo Yee |
| Detection of crop fields in Ukraine using S1_MSI index | SafeVoyage: Crowdsource application for safe travelling experience | Digital Makeup Transfer Using Machine Learning Algorithms |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Jolene Tan | Jonathan Chan Chew Meng | Jonathan Jiang Jia Long |
| Real Estate Application Development and Recommendations (III) | Are Autonomous Vehicles Driving Us To Safety? — Understanding Adversarial Attacks on Autonomous Vehicle’s Perception Modules | Real estate app development and recommendation (II) |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Jordon Kho Junyang | Josephine Agatha Hemingway | JOVAN HUANG TIAN CHUN |
| Prediction of Neutralising Antibodies for Novel Coronavirus with Machine Learning | Face Recognition Surveillance Web Application | Event Detection for Cyber Security News Articles |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Kapur Rohan | Kelvin Pang Jun Wei | Kesarimangalam Srinivasan Abhinaya |
| Deep Learning for Computer Chess | Artificial Intelligence based Game Design and Analysis of Brain Signals | Visual Localization at NTU Campus |
| View Video Here | View Video Here | View Video Here |
 |  | |
| Koh Tzi Yong | Kusalavan Kirubhaharini | Kyrin Sethel Chong |
| Feature Selection for Medical Product Demand Forecasting with Exogeneous Variables using Google Trend | Named Entity Recognition in the Medical Domain | Music Visualisation with Deep Learning |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Lau Zhen Jie | Lee Jian En | Lee Yong Xian |
| A Web Portal for Healthcare Services | Sonification Of Geometry | Machine learning based image analysis for surface defect inspection |
| View Video Here | View Video Here |
 |  |  |
| Lee Zhe Ren | LI HAOYANG | Li Rui |
| Music from the Air - Digital Terpsitone | Zero-shot Text To Speech With Singaporean Accent | Watermarking for combating Deepfakes |
| View Video Here | View Video Here | View Video Here |
 |  | |
| Li Zheng Jun, Jefferson | Liao Zixin | Liew Shaw Kee |
| Bluetooth Low Energy (BLE) based asset tagging system (BLE RSSI finger printing focus) | Deep CNN-LSTM Supervised model and CNN Self-supervised model for Human Activity Recognition | BizSA: Webapp to Visualise ABSA of Customer Reviews |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Liew You Sheng | LIM JIA JING | Lim Wei Cheng |
| Demand Forecasting by Incorporating Sales Patterns of Product Groups | Turn-based strategy video game to inspire youths to adopt sustainable lifestyle habits | Fuzzing Linux Binaries with AFL++ |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Lim Yen Yong | LIM YUH HORNG | Lim Yun Han, Darren |
| Object Detection with Deep Learning in Real World Scenario | Detection of Suicidal Ideation from Text using Artificial Intelligence | Evolving Deep Fuzzy Ensemble Network |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Lin Yi Heng | Low Soo Yee Calvin | Luo Wenyu |
| Animal Hunt: AI-Based Animal Sound Recognition Application | My-ndful Buddy: An interactive, personalised mental wellness aide | Innovative Sensor-Based ElderCare Application Involving 3D Reconstruction and Behaviour Detection |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Ma Xin | Marcus Foo Jun Rong | Mark Tan Rong Hui |
| Metaverse for virtual education | Probability Distortion of Truncated Quantile Critics for Stock Trading Environment | Curiosity Companion in a VR Game for Education |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Meenachi Sundaram Siddharth | Mun Kei Wuai | Ng Jun Heng Darren |
| Byzantine Fault-Tolerant Quorums for Atomic Read-Modify-Write Operations on Erasure Coded Data | Detection of Echo Chambers in Reddit | Analysis of Running Form with Keypoint R-CNN |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Noah Seah Kaixian | Ong Hiok Hian | Ong Si Ying |
| Car park sharing application | Targeted Drug Discovery with Adversarial Graph Autoencoders conditioned on gene expression profiles | Facial Micro-expression Analysis |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Ong Xing Xiang | Ooi Wei Chern | Oong Jie Xiang |
| Inventory Management Web App | Investigating Football Club Stock Fluctuations through Twitter Sentiment Analysis and Sporting Results | Capture the Flag Challenges: Design and Implementation |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Pal Aratrika | Palaniselvam Shyam Sundar | Pok Jin Hwee |
| Federated Learning Study | iWILL: Location based mobile alerting system | Efficient Multi-Objective P2P Federated Learning |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Pratyush Kumar Pandey | Satini Sankeerthana | Saw William Joseph |
| Distributed Task Offloading in a Multi-tier Cloud Infrastructure | Blackout - An Augmentation Technique for Occlusion Handling in Pedestrian Detection | Retinal Nerve Fibre Layer Analysis In The Diagnosis Of Glaucoma |
| View Video Here | View Video Here | View Video Here |
.jpg?sfvrsn=6795b3d9_3 "Sim Tian Quan_Design of a Steady-State-Visual-Evoked-Potential (SSVEP)") |  | |
| Sim Tian Quan | Singh Aishwarya | Singh Ananya |
| Design of a Steady-State-Visual-Evoked-Potential (SSVEP) based Brain Computer Interface (BCI) Game for Attention and Executive Function Training | VirtualEYE: Helping the visually impaired map the real world | Animate Your Avatar: Learning Conditional Human Motion Prior |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Siow Kee Tat, Keith | Song Yu | Stefanie Low Jing Ting |
| DESIGN EXPLORATION OF VISUAL LOCALIZATION ALGORITHMS - VISUAL LEARNER SLAM | Deploying Speech Recognition System using Kubernetes Cluster Infrastructure as Code with Terraform and Terragrunt | Explainable AI model for ECG assessment |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| SURAWAR SANATH SACHIN | Ta Quynh Nga | Tan Keng Kai Luke |
| Multimodal Review Helpfulness Prediction | Visualizing Interpretations of Deep Neural Networks | Smart Contract Analysis and Verification |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Tan Wen Xiu | Timothy Tan Choong Yee | Tok Jeng Wen |
| Music Generation with Deep Learning Techniques | Improving Skeleton Based Action Recognition by Training With Generated Soft Targets | ImageLab: Image Editing with Instance Segmentation and Image Inpainting |
| View Video Here | View Video Here | |
 |  | |
| Vaidyanathan Abhishek | Wachakorn Rachanon | Wai Yar Aung |
| Multivariate Time Series Forecasting | Comparing Neural Radiance Field (NeRF) Techniques | Cache & Virtual Memory Simulator |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Wang Li Rong | Wang Qiaochu | Wang Wayne |
| Stock Price Predictability and The Business Cycle Via Machine Learning | Effective Visualization of Human Cancer Signalling Network | SCSE FYP and MSCS IA System Development part 1 |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Wang Ying | Wei Yao | Woon Jia Hui |
| Deepfake Detection | 3D Deep Learning-based Sensor Placement Optimization | Real estate app development and recommendation (I) |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Yang XingHao | Yap Jia Le | Yeo Yun Siang Geremie |
| Performance Benchmarking of Message Queues: Apache Kafka, Apache RabbitMQ, Redis PubSub | Self-Evolving Neural Fuzzy System with application in portfolio management | Code problem similarity detection using code clones and pretrained models |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Yeow Wei Liang, Brandon | Yi Jia Xin, Joceline | Yu Xinyang |
| MACHINE LEARNING FOR INDUSTRIAL IOT | Personality Recognition from Text based on MBTI Model | Personality-based Dialogue Systems with Response Type Tendency Control |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Yuen Hing Yee | Zhang Zhuyan | Zhao Peizhu |
| Deep Learning for Segmentation of Ischemic Stroke Lesions from MRI scans | Intuitive Stroke Coloring | A segmentation adversarial attack pipeline and algorithm implementation |
| View Video Here | View Video Here | View Video Here |
 | ||
| Zhou Zeyu | ||
| Semantic-aware Visual Localization With Attention | ||
| View Video Here |
 |  |  |
| Ang Kee Wee Richie | Chee Wei Xian | Chew Jie Ying Perlyn |
| Voyager: Crowdsource application for safe travelling experience | Rolling Musical Ball | Provenance Graph Generation for Intrusion Detection |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Cho Qi Xiang | Choo Jin He | CHU JIA HAO |
| PREDICTING ANTIBODY-ANTIGEN INTERACTIONS WITH TRANSFORMER-BASED MACHINE LEARNING | Tangible Figurine Story Composer and Narrator | Visualization Software of Heterogeneous Graph Reasoning Model |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Evan Sean Sainani | Fung Kai Xiang Daniel | Gerald Yip Wei Yong |
| Enhancing Interior Design with AI-Enhanced Prompts and Stable Diffusion | Image-based Cataract Diagnosis | LLM-assisted Example-based Spatial Search |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Gucon Nailah Ginylle Pabilonia | Isaiah Wong Hao Jie | Jeff Beh Zhiwen |
| 3D Human Reconstruction | NTU Social Mobile Application, Blockchain Applications on Mobile Device | Interactive Machine Learning by Visualization: A Small Data Solution |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Jordan Yuen Jia Jun | Joy Cheng | Ker Ning Hui |
| ChatAlone: Crowd Chat Application | Reinforcement-based Portfolio Allocation | Metaverse Crime Investigation |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Lee Yew Chuan Michael | Lee Zi Guang | Lim Rui An, Ryan |
| Towards Optimal Defences on Adversarial Examples for DNN-Driven Digital Twinning | Asynchronous Real-time Automatic Speech Recognition Application | Deep Learning For Defect Detection (Super-Resolution) |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Lin Ruixiang | Nah Zheng Rong | Ng Zhi Kai |
| Decentralised Insurance | Autonomous Navigation System | Mining Big Spatial Data |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Nur Dilah Binte Zaini | Ong Chong Jun, Gregory | Patria Lim Yun Xuan |
| Forgery localization in images | Fast and Accurate Lightweight Model for Real-Time Tiger Detection in The Wild | Development of an API for EDU Segmentation |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Sugianto | Tan Zong Wei | TANG YUTING |
| VR Table Tennis Player | AlgoTutor | Hand Joint Reconstruction from Electroencephalography Signals with Deep Learning |
| View Video Here | View Video Here | View Video Here |
 |  |  |
| Tjandy Putra | Wu Rongxi | YAN KAITAO |
| Deploying Automatic Speech Recognition System for Scalability, Reliability, and Security with Kubernetes | Data Augmentation for Computer | Displaying curves, surfaces and solids in Unity3D system |
| View Video Here | View Video Here | View Video Here |