Michael Manurung Email & Phone Number

Jakarta, Indonesia

• Developed a multi-asset price volatility regression model using gradient boosting, achieving a Mean Absolute Error (MAE) of under 0.5% in volatility prediction. Additionally, leveraged a decoder-only model to forecast.
• Created an LLM agent to generate equity research reports by simulating analyst research process. This involved integrating anomaly detection results as part of the feature engineering within the company’s fundamental.
• Utilized Redis vector database for similarity search, enabling classification of user queries before processing by an LLM with function calling for similar cases.

Jakarta, Indonesia

• Developed a web-based chat interface for an LLM pilot project, utilizing a React-based framework.
• Conducted gap analysis and competitor benchmarking by analyzing data such as site traffic, customer onboarding statistics, and other proxy metrics to visualize industry rankings.
• Contributed to the implementation of an LLM-powered landing page targeting Sharia account openings, assisting customers with stock market-related inquiries.

Jakarta, Indonesia

• Developed an ordering feature for bond Initial Public Offerings (IPOs) on the Alternative Market Trading System, while seamlessly integrating it with the firm’s legacy system.
• Revamped the firm's trade confirmation system, which handles thousands of transactions and maintains third-party connections through a parallel and event-driven architecture.
• Managed terabytes of internal core data backup and ensured secure transfer protocols.
• Contributed to the development of the firm's fund locking application, primarily designed for IPO allotment purposes.

Undergraduate, Computer Science

Science