Experience

Approva Financial

• Financial Services
• 1 - 100 Employee

• AI Engineer

  • Feb 2022 - Present

  Head of AI Engineering, oversee team of 8 Engineers. Responsible for development of AI solutions bridging between conversational AI and underwriting complex mortgages, at scale. Head of AI Engineering, oversee team of 8 Engineers. Responsible for development of AI solutions bridging between conversational AI and underwriting complex mortgages, at scale.



Antler

• Singapore
• Venture Capital and Private Equity Principals
• 700 & Above Employee

• ML/AI Founder in Residence

  • Jun 2022 - Nov 2022

  FinTech/PropTech team building AI that solves for Mortgage financing. Antler is the investor backing the world’s most driven founders, from day zero to greatness. Founded on the belief that people innovating is the key to building a better future, Antler partners with Founders across six continents to launch and scale high-potential startups that address meaningful opportunities and challenges. FinTech/PropTech team building AI that solves for Mortgage financing. Antler is the investor backing the world’s most driven founders, from day zero to greatness. Founded on the belief that people innovating is the key to building a better future, Antler partners with Founders across six continents to launch and scale high-potential startups that address meaningful opportunities and challenges.



Social Fabric

• Financial Services

• Chief Technology Officer

  • Sep 2021 - Jan 2022

  Designed social media preprocessing pipeline, and used open-source multiclass sentiment model to try and correlate social media sentiment to cryptocurrency prices. Managed team of 3 engineers Designed social media preprocessing pipeline, and used open-source multiclass sentiment model to try and correlate social media sentiment to cryptocurrency prices. Managed team of 3 engineers



Resolution Life

• Bermuda
• Financial Services
• 700 & Above Employee

• Data Scientist

  • May 2021 - Aug 2021

  Developed deep learning model to replicate policy billing infrastructure. Multi-billion dollar ROI on full project. Optimized pre-built neural network for binary classifier. Implementation of early stopping, regularization, and dropout layers Developed deep learning model to replicate policy billing infrastructure. Multi-billion dollar ROI on full project. Optimized pre-built neural network for binary classifier. Implementation of early stopping, regularization, and dropout layers



Fairfax Financial Holdings Limited

• Canada
• Financial Services
• 1 - 100 Employee

• Data Engineer

  • Jan 2021 - Jun 2021

  Worked at their innovation initiative FairVentures. Segmentation and clustering analysis to develop customer profile and recommendation engine using unsupervised learning techniques. TensorFlow Extended machine learning pipeline development for automated supervised learning tool for any data input Worked at their innovation initiative FairVentures. Segmentation and clustering analysis to develop customer profile and recommendation engine using unsupervised learning techniques. TensorFlow Extended machine learning pipeline development for automated supervised learning tool for any data input



Nuclear Promise X

• Canada
• Business Consulting and Services
• 100 - 200 Employee

• Software developer

  • Jan 2020 - Apr 2020

  NPX is a tech start-up company that specializes in innovation in the nuclear industry. Supervised regression model development to predict maintenance time for machinery. Levenshtein distance algorithm for big data predictions NPX is a tech start-up company that specializes in innovation in the nuclear industry. Supervised regression model development to predict maintenance time for machinery. Levenshtein distance algorithm for big data predictions



PepsiCo

• United States
• Food and Beverage Services
• 700 & Above Employee

• Automation Engineer

  • Sep 2019 - Dec 2019

  Designed automated tools that saved 1000 hours of manual effort annually. Project management of server team and developers Designed automated tools that saved 1000 hours of manual effort annually. Project management of server team and developers



KPMG

• Canada
• Accounting
• 700 & Above Employee

• SR&ED Engineering Consultant

  • Jan 2019 - Apr 2019

  Helping companies explore their eligibility to recover investment tax credits and cash refunds for SR&ED expenditures. Deployed automated billing tool across Canada Helping companies explore their eligibility to recover investment tax credits and cash refunds for SR&ED expenditures. Deployed automated billing tool across Canada