2021-Present: Trust Org to build backend services and AI scoring infra platforms for anti-abuse service2019-2020: Machine learning infrastructure team to build Machine Learning/Deep Learning training pipeline for AI engineers

Work in Relevance Pipeline Infra -- Waterloo Team.

Work in Android Location & Context Team

Work in the Core OS Kernel Team

• Created SQL queries to extract data across various platforms and utilized Excel to generate operational reports• Conducted qualitative cohort analysis using Excel and Python on demographic and behavioural information using student database to construct dashboards to visualize profitability measures across customer segments• Created business requirement documentation on Enterprise Resources Planning system and collaborated closely with the development team to accurate implement required features• Established operational workflow charts and procedural documentation to illustrate data and downstream impacts• Demonstrated effective communication and presentation abilities from frequent collaboration with stakeholders

-Discovered Statistical models combined with rock physics Modelling to interpret of the deterministic inversion results in Probability.-Attribute Classification by Unsupervised and Supervised Classification methods, i.e. Neural Network PseudoLog.