Experience

Néah

• Singapore
• Blockchain Services
• 1 - 100 Employee

• Data Scientist

  • Nov 2022 - Present



Lynx Analytics

• Singapore
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist

  • May 2020 - Present

  • Involved in building of Ethereum Blockchain Analytics Product, with focus on AML monitoring• Developed a Risk Scoring system to identity malicious transactions and entities• Profiled millions of wallets based on on-chain patterns and interactions• Designed and tested on API & UI

• Data Science Intern

  • Jan 2020 - Apr 2020



Ultimate Software

• United States
• Software Development
• 700 & Above Employee

• Data Science Intern

  • Aug 2019 - Nov 2019

  • Involved in a project on detecting fraudulent activities in HR Payroll software • Built predictive models, in addition to heuristic detectors, to preemptively flag suspicious acts • Gained exposure to various ML/NLP libraries: Sklearn, TF, NLTK • Improved recall & precision scores of the detectors by 18% • Involved in a project on detecting fraudulent activities in HR Payroll software • Built predictive models, in addition to heuristic detectors, to preemptively flag suspicious acts • Gained exposure to various ML/NLP libraries: Sklearn, TF, NLTK • Improved recall & precision scores of the detectors by 18%



Ministry of Health (Singapore)

• Singapore
• Government Administration
• 700 & Above Employee

• Data Science Intern

  • May 2019 - Jul 2019

  • Involved in a project to recommend drug prescriptions based on patients’ medical history • Engaged in strenuous data cleaning, with efficient use of Pandas, to improve data quality • Reported analytical insights for effective positioning of healthcare • Assisted doctors with more effective, and less subjective, decision making • Involved in a project to recommend drug prescriptions based on patients’ medical history • Engaged in strenuous data cleaning, with efficient use of Pandas, to improve data quality • Reported analytical insights for effective positioning of healthcare • Assisted doctors with more effective, and less subjective, decision making