Professional Profile

From physics to practical
decision science.

My background combines physics, financial engineering, 4+ years of analytics consulting, and 10+ years of teaching — all converging into decision support that is clear, reliable, and practical.

0+

Years consulting

0+

Years teaching

BSc

Physics, ITB

MSc

Financial Engineering, NTU

Capabilities

What I work on.

Decision science is most useful when technical models connect directly to the business decisions that matter — and when the people using the outputs can trust what they're seeing.

01

Decision Framing

Clarify the decision, stakeholders, objectives, constraints, and trade-offs.

02

Problem Structuring

Translate business context into data, assumptions, variables, and model logic.

03

Forecasting & Risk Modeling

Estimate demand, risk, and future conditions to understand what may happen next.

04

Optimization & Simulation

Compare alternatives, test constraints, and guide trade-offs decisions.

05

Decision Tools

Turn models into dashboards, workflows, and tools that support day-to-day decisions.

06

Decision Communication

Explain model logic behind recommendations to support understanding, trust, and adoption.

Education

Academic background.

Nanyang Technological University logo

M.Sc. Financial Engineering

Nanyang Technological University, Singapore

Quantitative finance, risk, and numerical methods
Institut Teknologi Bandung logo

B.Sc. Physics

Institut Teknologi Bandung, Indonesia

Physics, modeling, and scientific computation

Certifications

Awards & recognition.

Certifications and recognitions that shaped my foundation in quantitative analysis, computational methods, and graduate study.

CFA Institute logo

Passed CFA Level II Exam

2019

CFA Institute

Passed the Level II examination in the CFA Program, strengthening my foundation in investment analysis, portfolio management, and financial modeling.

Carnegie Mellon University logo

Certificate in Computational Finance

2017

Carnegie Mellon University, USA

Completed a computational finance certificate focused on quantitative methods, financial modeling, and numerical techniques.

LPDP logo

LPDP Scholarship Awardee

2015

Indonesia Endowment Fund for Education

Awarded a national scholarship for graduate study, supporting my M.Sc. in Financial Engineering at Nanyang Technological University.

Research interests

What I'm studying.

Areas I want to keep developing, especially around advanced optimization methods and future decision science technologies.

01

Quantum Computing

Exploring how quantum computing may support optimization, simulation, and scientific computation.

02

Optimization Under Uncertainty

Robust and stochastic optimization for decisions involving randomness, disruption, and imperfect information.

03

Multi-Objective Optimization

Balancing competing objectives such as cost, service level, resilience, and operational efficiency.

04

Metaheuristics

Flexible search methods for complex optimization problems where exact methods are hard to scale.

05

Large-Scale Optimization

Methods for solving complex decisions with many variables, constraints, and operational trade-offs.

Contact

Interested in discussing a decision problem?

Reach out for consulting, collaboration, or conversations around using data and models to support better decisions.

Contact Me