Tan Kwan Chet Email & Phone Number

Singapore

- Led a team of consultants to deliver pre-sales consultancy for over 100 companies in last 3.5 years- Secured 30+ commercial AI projects (worth $200,000 each) with companies from public and private sectors- Spearheaded the go-to-market strategy of AI4SME portal and AIRI (AI Readiness Index) and acquired partners in Singapore, Malaysia- Delivered speaking.

- Provided presales and technical consultancy on sponsors’ use cases (e.g. detecting asset defects in images, aspect-based sentiment analysis on comment data)- Implemented assessments (including problem framing, literature review, management presentation, data assessment, baseline modelling)- Worked with sponsors and management to scope and secure more.

South West, Singapore

- Enhanced the federated learning framework (FATE) by adding FedProx algorithm and feature alignment module to improve model training that resulted in a GitHub pull request and book chapter contribution- Completed a 8 week deep skilling training (covering engineering and machine learning concepts)Book Chapter ContributionTrung Kien Dang, Kwan Chet Tan.

- Contributed to AI adoption amongst SMEs in partnership with GPAI across countries

Singapore

- Undertaken a part-time secondment to National AI Office, part of Singapore Government- Provided technical consultancy on government projects

• Provided expert advice towards building the AI system tailored for educational institutes in Singapore

Automate data processing in STATA for monthly reportingEvaluate effectiveness of programmes in R Topic Modelling to uncover undelying topics in R

- Conducted predictive modelling such as Decision Tree, Random Forest, Logistic Regression in R- Used MCA, Cluster Analysis to identify archetypes of seniors based on behaviours -Extracted, transformed & loaded data in R- Visualised data in R and Tableau (i.e. Dashboards)- Created Dashboards for management in Tableau- Automated data management processes in.

Managed database for operational and analytical purposesNegotiated data-sharing arrangements with agencies Created data products using Microsoft Access and R

- Conducted data analysis over the Pioneer Generation (PG) population in Jurong in terms of policy assurance, policy relevance and ground sentiments- Solicited policy feedback and provided such insights to policy owners - Connected needy pioneers to agencies for follow-up assistance- Trained 20 volunteers to communicate government policies to PGs in.

- Conducted research and analysis on prospective companies' background and past sponsorship transactions and overseas markets- Provided administrative support to account managers in handling clients

- Developed Suspicious Transaction Reports (STRs) for new cases - Managed Unusual Activity Escalations (UAEs), ATM alerts on a daily basis

- Elevated proposal and presentation for branding ideas for Changi Airport Terminal 3

Master Of Technology - Mtech, Enterprise Business Analytics

Capstone Project : Graph Neural Network in Food Recommender System - Built a recommender engine using Graph Neural Network algorithm (i.e..

Bachelor Of Science (B.Sc.), Economics And Finance

Activities and Societies: - SMU Peer Helpers (May 2012 – April 2014) o Elected as Peer Helper Coordinator  Coached and managed the Peer.

Diploma In Business Studies (Merit), Business Studies

Activities and Societies: - Art of Love (Jan 2008 – April 2008) o Organised concert for 60 children and completed Singapore’s largest wall.