400万人が利用する会社訪問アプリ
CIMB / Senior Data Scientist
7 years of experience in artificial intelligence (AI), machine learning (ML), data science (DS) and analysis across various industries. Experienced in owning product and solution features, as well as solving business problems using ML and DS.
I want to make a difference by improving company's profitability & cost savings
1. Handling model maintenance, deployment and analysis for consumer personal loan products 2. Leading development and optimization of data pipelines & feature stores to support the deployment & scaling of ensemble propensity model development for consumer personal loan products that is expected to increase customer targeting and leads
1. Driven product features development for crucial digital product, First Power Notification (FPN) tool that improves efficiency in revenue generation by 3-4 weeks. This tool uses Python Plotly & Dash, deployed on Azure Kubernetes
Thesis title: Joint Common Spatial Pattern and Short-time Fourier Transform with Attention-based Convolutional Neural Networks for Brain Computer Interface
1. Leading product features development during end-to-end data science solutions delivery for Canada market automatic pricing project such as data visualization using PowerBI dashboards and regression modelling for vape products on vape transaction data via Pyspark, Azure Databricks & AzureML with data stored on Snowflake
Involved in LIDAR perception & traffic color classification using Python package Keras to develop CNN models
Involved in battery testing & product testing for ML-powered & robotic products such as Dyson 360 Eye & bladeless fan.
Orsted / Data Scientist
Won an internal hackathon as a group by proposing analytics solution for loose objects detection that could result in $115,000 worth of costs reduction each quarter. The solution is implemented fully in Dataiku. Sound objects are converted to images & classified using CNN.
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