Past projects

Abbott Nutrition Network Capacity Optimisation - Abbott

Project SPOT (System Preventing Offences Table) - SPF

Enhancing Conventional Optical Inspection with Advanced Computer Vision Technology - InnowaveTech

Optimize Planning and Scheduling of Gas Cylinders - Wilhelmsen

Improvement Heuristics for Manufacturing Layout Optimization - Halliburton

Accelerating P&G’s Product Innovation with a Microbiome Search Engine - P&G

Process Automation Of I/O Documentation - Kongsberg Maritime

Preventive Maintenance Scheduling in Semiconductor Manufacturing - Micron

Multivariate Feature Ranking For Anomaly Detection and Diagnostics - Micron

Utilisation of Machine Learning and XAI Techniques to Predict Occurrences of Bottlenecks in a Wafer Fabrication Plant - Micron

Machine Vision Techniques for Detection of Objects - InnowaveTech

COSMOS Intelligent Layout Planning Solution – Development of Facilities Capex Optimization Module - Micron

Intelligent Surgical Instrument Stock Inventory Management - SingHealth

Modelling and Displaying Optimal Placement of Automated External Defibrillators (AEDs) to Maximise Coverage of Out-of-Hospital Cardiac Arrest (OHCA) in Singapore - SingHealth

System Design for the Automation of Medtronic’s Control Tower Project - Medtronic

Halliburton Inventory Optimization - Halliburton

Daily Required Shipout Optimization in Fabrication Process - Micron

Resource Planning and Workload Forecasting Model for Warehousing Operations - Cummins

Predictive Analysis of Chip Retest for Semiconductor Final Test - Infineon

Improve Operation Theatre Scheduling to Optimize Resource Allocation – NUH

Workflow Improvement of Outpatient Physiotherapy Referrals for Patients with Pre Operative Knee Osteoarthritis – NUH

Development of Telemedicine Mobile Examination Device – NUH

e-Triage System for Spine Patients – NUH

One-Stop Stakeholder Management System – Denso

Multi-faceted Solutions for Test Cells Downtime Reduction – Technip FMC

Streamlining and Improving on Assembly Process – Technip FMC

Wafer Defect Detection Using Machine Vision – Innowave

Micron Advanced Scheduler Web Analytics Portal – Micron

Optimization of Photo Inter-workstation Capacity Balancing and Material Usage through Scheduling Logic Automation – Micron

Optimizing Equipment Conversion Setup and Recipe Releases – Micron

Probability-based Modelling of Semiconductor Manufacturing Equipment sub-fabrication space in COSMOS Intelligent Layout
Planning Solution – Micron

Airport Image Recognition System (AIRS) – CAI

Preventing Aging Stocks in Shopee’s Cross Border E-Commerce Warehouses via Enhanced Strategic Management and Demand Forecasting – Shopee

Simulation Model for Surgical Instruments Flow During Surgeries – SingHealth

Data-Driven Optimization Model for Automated External Defibrillator (AED) Placement for Singapore – SingHealth

Covid-19 Surgery Risk of Infection Model – SingHealth

Metaheuristic Methods for Operating Theatre Scheduling – SingHealth

Active Monitoring of Statistical Bin Analysis – Infineon

Improvement of Patient Flow in a Cardiology Clinic – CGH

Improving patient flow at SNEC – CGH

The Fully Integrated Smart Planning System – AMS Sensors

Feasibility Study: Warehouse Automation in the Sensors Industry – AMS Sensors

Manpower Planning and Forecasting Optimization Tool – DHL

Optimization of Air Freight Forwarding Transit Warehouse – Bollore Logistics

Development of Optimization Tool for Local Freight Service – Bollore Logistics

Digital Audit Automation – Ernst & Young

Composite Index for Managing Product Stability Performance – Infineon

Defect Classification through Machine Learning from Automated Optical Inspection Data – Infineon 

Decision Support System for Virtual Factory Simulation – Infineon

Automated Decision-Making in Scheduling and Dispatching – Infineon

Automated Bill of Lading Creation – Leo Shipping

Fab Delivery System Optimization – Understanding Relationship between Factor Weights on Production Waiting Time – Micron

Predictive Maintenance Toolbox – Micron

Smart Notification System to Reduce Medication Errors and Patient Fall Rates – NUH

Water Consumption Analysis and Conservation through Optimization in a Concentrate Manufacturing Plant – PepsiCo

Applying Computer Vision to Augment Processes in the Histopathology Laboratory – SGH

Data-Driven Methodologies in Identifying Procurement Value Leakages – Shell

Emergency Medicine Junior Doctor Rostering using Constraint Programming – SGH

Collaborative Partnership between Humans and Robots in Environmental Services Industry – Softbank Robotics

Study on Car Park Wayfinding Systems – TTSH

Hospital to Community Care Model – TTSH

Technology Driven Thyroid Cancer Diagnosis: Improvements in Efficiency – TTSH

Specialist Outpatient Clinic Smart Scheduling – WHC

Development of Automated System for PIL Financial Processes – PIL

Vessel Performance Monitoring and Analysis System – PIL

Load Liner Optimization – PIL

Optimization of Marine Crew Management – PIL

Spare Parts Analysis – PIL

Optimization of Work Processes for Inpatient Pharmacy Automation System (IPAS) – Singapore General Hospital (SGH)

Optimisation of Patient Scheduling and Facility Layout in a Day Rehabilitation Centre – St Andrew’s Community Hospital

Aircraft Condition Based Maintenance – SIA Engineering Company

Optimising Cardiac Catheterisation Laboratory Utilisation and Reporting – National Heart Centre Singapore

Tool Health Monitoring – Micron Semiconductor Asia Pte Ltd

Facility Drift Detection and Predictive Maintenance – Micron Semiconductor Asia Pte Ltd

Development and Optimization of Gating Factors based on O2DES Framework – Micron Semiconductor Asia Pte Ltd

Changi Airport Group (CAG) Future Terminal 5 (T5) Remote Bussing Operations – Changi Airport Group (Singapore) Pte Ltd

Outbound Supply Chain Design Adaptation for Cross Border E-Commerce – CEVA Logistics Singapore Pte Ltd

Enhancing e-Commerce Network Optimisation Through Navigating Trade Incentives Across Asia – Toll Global Logistics(Toll Logistics Asia Limited)

Cost Optimisation for Unilever’s Logistic Scheduling through Data Mining and Visualisation – Unilever Asia Pte Ltd

Market Intelligence and Tools Optimization for Rigid Packaging  – Unilever Asia Pte Ltd

Building a cost curve model to forecast resin price – Unilever Asia Pte Ltd

Improving Supply Chain Management of a Multi-Echelon Distribution System – Konica Minolta Business Solutions Asia Pte Ltd

Analysing and Predicting Emergency Surgery Scheduling Trends – Tan Tock Seng Hospital

Improve Chemotherapy Scheduling to Optimize Resource Utilization – National University Cancer Institute Singapore, National University Hospital

Improving Process Flows Within St.Andrew’s Community Hospital Wards – St Andrew’s Community Hospital

Optimisation of Delivery Compliance for Manufacturing – Infineon Technologies Asia Pacific Pte Ltd

Logistics Digitisation – DB Schenker

Designing and Operating Domestic Milk Run and Order Consolidation in China – DHL

Improving The Reconciliation of Found Shipments in Logistic Companies – DHL Express

Improving Dyson’s China Supply Chain Forecast & Operations – Dyson

Statistical Process Control for Warehouse Operations Improvement – Infineon

Optimizing grocery e-commerce warehouse operations  – GLS

Sreamlining of Medication Administration Process – NUH

Optimisation of Pre-board Screening Process – Changi Airport Group

Delivery of Goods and Materials into Terminal 5 – Changi Airport Group

Improving the Inventory Management for Service Parts in a Multi-echelon Distribution System  – KonicaMinolta

Improvement of Workflow, Processes, and Conditions in Central Kitchen of Changi Prison Complex – SCORE

Analysis of Key Factors and Dashboard Reporting for the Hip Fracture Bundled Subvention Pilot – SingHealth

National Dental Centre Chair Performance Reporting and Optimisation  – SingHealth

Route-To-Market Strategy for Unilever eCommerce in Southeast Asia – Unilever

Cornetto Perfect Execution – Unilever

DYSON Replenishment Process (part I) – Dyson

DYSON Replenishment Process (part II) – Dyson

Hospital Operating Theatre Room (OTR) Dashboard – TTSH

Dryer Optimization – AMS

Enhancing Productivity through Manpower Optimization – SIA Engineering Company

Improving Inventory Management through Process Enhancement – SIA Engineering Company

Data Discovery Toolbox – Micron

Redesigning the Traffic Management System for Keppel Shipyard – KEPPEL FELS

Design and Further Enhance the Flow of Steel Materials with the Objective of Eliminating Waste – KEPPEL FELS

Simulation Modeling for Improving Pre-Hospital Emergency Care – SingHealth

Determining the Optimal Number of Treatment Facilities for SGH Department of Emergency Medicine – SingHealth

Prediction & Improvement of the Waiting Time for New Outpatient Appointment of Clinic X – NUS

Optimizing Manpower Allocation to Improve the Response Time of Portering Department – NUH

Structured Reporting System for Quality Analysis – HERRENKNECHT

Analysis of Tunnel Jobsite Logistics Processes – NUS

Scrap Parts Return Process – IBM

End to End Logistics Optimisation – IBM

Establishing Business Excellence in ANZ Bank’s Credit Operations -ANZ

Cpk Calculation on Highly Correlated Data Relationship Between Scrap Based on Certain Criteria & Cpk Value -Global Foundries

Improvement of Food Management Practics in FairPrice – Fair Price

Distribution Requirement Planning Implementation -Weatherford

Improving Logistical Operational Readiness – Singapore Police Force

Inventory Reduction Through Business Re-Engineering & Industry Best Practic – Schlumberger

Lot Size Optimization – Infineon

Selection For Wafer Storages – Infineon

Optimal Data Maintenance Structure(Camstar) Study – Infineon

Reduce Part Stock-out At Workshops – SBS Transit

Discrete Event Simulation of CGH Accident & Emergency Department – Changi General Hospital