Dennis Imanuel

Data Science Intern

PT Bank Central Asia Tbk•  July 2023 - November 2023•  Jakarta, Indonesia

• Comprehend transactional banking business model and cash flow. • Extracted and verify large sets of data using SQL from database. • Performed data preprocessing to ensure data quality and integrity. • Analyzed and report key findings using data analysis for business marketing insights. • Develop and train a machine learning model with python based script (logistic regression, XG Boost, Random Forest) to identify leads for potential merchant clients. • Backtest the trained model using validation data.

IT Architect Intern

Astra Credit Companies•  July 2022 - September 2022•  Jakarta, Indonesia

• Researched company's tehnology architecture and requirements for users • Participated in IT Architecture's project life cycle • Provided an improvement on company's AI customer support database • Awarded the 'Best Achiever' award on the company's internship program selected batch

Universitas Katolik Parahyangan

Mathematics, BS•  August 2019 - February 2024•  GPA: 3.2

Focusing in Applied Mathematics. Final undergraduate thesis project: ''European Call Option Pricing Using Physics-Informed Neural Networks''.