Michael Liem Email & Phone Number

Jakarta, Id

- Crawled and scraped data from public websites and sources to support KYC and KYB processes.- Conducted data analysis on various financial products with Matplotlib and Metabase.- Assisted the business intelligence and product teams in in transforming manually created monthly reports to automated reporting using Metabase, and how to utilize Metabase efficiently.- Employed data engineering tools to extract data from various raw sources, transforming it into a proper datamart for analysis.- Researched and applied new machine learning tools and techniques for product prototyping.

Central Jakarta, Jakarta, Indonesia

- Extract and analyze data from multiple sources (external websites and internal database), supporting business decision-making and research efforts- Match doctor profile data from multiple sources with 75% accuracy- Develop a product recommendation system prototype- Develop a machine learning algorithm to predict which hospital should be visited by surgery salesmen on a biweekly basis- Lowered supervised machine learning exploration time from 1 month to 1 week using AutoML tools

Central Jakarta, Jakarta, Indonesia

- Writing script to acquire Kalbe Group's internal data and external data from different sources needed as a prototype of data ingestion engine- Data cleansing on integrated internal data as needed in big data analysis project- Creating a data science tools web application with Flask framework