Actura
Quantitative risk and valuation platform for deterministic and stochastic financial projections — combining a DAG-based cash flow engine with Monte Carlo simulation and risk analytics.
- Python
- Vue 3
- FastAPI
- Docker
- PostgreSQL
Open to engineering opportunities
Software Engineer
Dio Stania Adinata
Quantitative Finance & Computational Systems
I build software at the intersection of engineering, quantitative finance, and data-intensive systems.
Python · Java · TypeScript · SQL · FastAPI · Spring Boot · Vue · Docker
What I Focus On
Engineering problems I like solving.
Core problem domains where my technical interests converge: quantitative modeling, backend engineering, and computational data systems.
Quantitative Computing
Financial modeling, Monte Carlo simulation, constrained optimization, risk analytics (VaR, CVaR), numerical computing, and statistical analysis. Building software that turns mathematical models into interactive, measurable tools.
- Monte Carlo
- Optimization
- Risk Analytics
- Numerical Methods
Software Engineering
Backend systems, REST API design, relational databases, authentication, and performance-oriented architecture. Building software that is correct, maintainable, and suited for production workflows.
- APIs
- Databases
- Authentication
- Architecture
Data & Computational Systems
Data ingestion, processing pipelines, visualization, and building software around computationally intensive workloads. Making complex data legible through well-designed interfaces.
- Data Processing
- Visualization
- Pipelines
- Analysis
Beyond the Code
How I got here.
I started in Game Technology at the Electronic Engineering Polytechnic Institute of Surabaya, where I learned to think in terms of systems, constraints, and iteration. Building games taught me how seemingly simple interactions can depend on carefully designed logic, data, and performance.
That way of thinking gradually led me beyond game development. I began building full-stack applications, working with backend systems, databases, and financial data. During a 10-day software production internship at Shandong University of Science and Technology, I built a financial management platform from scratch using Java, Spring Boot, and Vue.
From there, I became increasingly interested in quantitative computing. I explored portfolio optimization, Monte Carlo simulation, and risk analytics through projects such as Portfolio Optimizer and Actura.
Game technology is still an important part of how I think about software. I simply enjoy applying that systems-oriented mindset to new problems — especially those involving computation, data, and financial systems.
- Current focus
- Software Engineering · Quantitative Finance
- Interests
- Quant Computing · Fintech · Data · Games
- Education
- D4 Game Technology · PENS
- Based in
- Indonesia
Progression
- Game Technology
- Software Engineering
- Computational Systems
- Quantitative Finance
Selected Work
Projects.
A curated set of things I have built. Current direction first — software engineering and quantitative finance — followed by where I started.
Current direction
Software & Quantitative Finance
Full-stack systems, numerical methods, and the engineering behind real financial software.
Book-it-quick
Full-stack personal bookkeeping and financial analytics platform, built from scratch during a 10-day software production internship at Shandong University of Science and Technology.
- Spring Boot
- Java 25
- Vue 3
- MyBatis
- MySQL
Stock Portfolio Optimizer
An interactive quantitative finance web application engineered to compute optimal asset allocations using Modern Portfolio Theory.
- Python
- Streamlit
- SciPy (SLSQP)
- Modern Portfolio Theory
- Plotly
Heritage
Game Technology
Where I started — the origin of my systems-thinking.
Gameseed 2025: Top 60
Wacky Whackers: The Ultimate Stick Battle
A quirky exploration and turn-based stick-battling game (Top 60 national placement at Gameseed 2025), playable on Itch.io.
Tech Stack
Unity
- First-Person Exploration
- Stick Appraisal
- Turn-Based Combat
- Unity
- C#
- First-Person
- Turn-Based Combat
- Exploration
Engineering Stack
What I build with.
Technologies grouped by domain — the tools I reach for when building backend systems, quantitative models, and full-stack applications.
Core
Primary programming languages used across projects, internships, and coursework.
- Python
- Java
- TypeScript
- SQL
- C#
Backend & Systems
Server-side frameworks, APIs, databases, and containerization.
- FastAPI
- Spring Boot
- REST APIs
- PostgreSQL
- MySQL
- MyBatis
- Docker
- JWT & Auth
Quantitative Computing
Numerical methods, financial modeling, simulation, and risk analytics.
- NumPy
- Pandas
- SciPy
- Monte Carlo Simulation
- Optimization (SLSQP)
- Risk Analytics (VaR/CVaR)
- Streamlit
- Plotly
Frontend
UI frameworks and tooling used in full-stack and web projects.
- Vue 3
- React / Next.js
- Tailwind CSS
- ECharts / Plotly
Game Technology
Engine, language, and design patterns from my game development background.
- Unity
- C#
- Gameplay Systems
- Procedural Generation
- Multiplayer Sync
Career & Education
How I've evolved.
A single timeline spanning education, professional experience, and key milestones, ordered chronologically.
- 2026
Experience
AI Full-Stack Developer Apprenticeship
Asah led by Dicoding
Selected for Asah, an intensive AI full-stack developer apprenticeship program led by Dicoding, engineering production software with integrated machine learning capabilities across the stack.
- 2026
Education
International ExchangeStudent Exchange, Computer Software Engineering
Selected as a Student Exchange Awardee in Computer Software Engineering, studying systems and software engineering in a cross-cultural academic environment at an internationally recognised Chinese university.
2025 International exchange at the Institute of Technical Education (ITE), Singapore, as a recipient of the Temasek Foundation Award for the ITE SCALE Programme 2025.
- 2025
Achievement
Gameseed 2025: Top 60 (Wacky Whackers)
Gameseed
Reached the Top 60 at Gameseed 2025 with Wacky Whackers, a first-person exploration game with turn-based combat built in Unity.
- 2024
Experience
Junior Game Designer
Game for Education and Cultural Heritage
Designed science-based educational games for elementary and middle-school students, contributing from the game design document through gameplay testing and performance optimisation.
2023 Four-year diploma program focused on the technical and design foundations of game development — programming, game systems, level design, and the production pipeline that turns a concept into a playable build.
Contact
Want to build something together?
I'm open to software engineering roles, internships, and serious project collaborations. The fastest way to reach me is email; feel free to add context about what you're working on.
Currently
Open to engineering opportunities
Particularly interested in roles that combine software engineering with quantitative finance, FinTech, or systems work. Happy to chat about internships, new-grad, or short-term project collaborations.
Based in Indonesia. Open to remote and relocation.