Hello, I'm
A data guy passionate about transforming raw data into measurable impact, from machine learning to data storytelling. "Good enough to do anything, but irreplaceable for doing one thing,"versatile problem-solving with deep expertise. My focus is on solving complex challenges and uncovering insights in the financial sector.
Technical Expertise
Hover over a skill to see current proficiency and details
Python
C++
R
TensorFlow
PyTorch
Scikit-learn
OpenCV
Pandas
NumPy
Plotly
Tableau
Financial Modeling
Quantitative Analysis
SQL
MongoDB
Docker
AWS
Git
React
Next.js
Tailwind CSS
About Me
I'm a passionate data scientist and machine learning engineer who thrives on transforming complex datasets into actionable business insights. My approach combines deep technical expertise with strategic thinking to solve real-world challenges in finance, automation, and AI.
What sets me apart is my philosophy: "Good enough to do anything, but irreplaceable for doing one thing."I bring versatile problem-solving capabilities while developing specialized expertise in quantitative finance, automated systems, and AI-driven solutions. From achieving top rankings in global trading competitions to building enterprise-grade automation frameworks, I focus on creating measurable impact that drives business transformation.
Sep 2022 - Dec 2026
Hong Kong SAR
The University of Hong Kong
Bachelor of Engineering in Data Science and Engineering
Notable Achievements & Recognition
🏆 Bloomberg Global Trading Challenge 2024
Secured 2nd runner-up position across Asia-Pacific region, competing against thousands of participants. Demonstrated advanced quantitative analysis, risk management, and market strategy skills in simulated trading environments. This achievement reflects deep understanding of financial markets and algorithmic trading principles.
📈 Saudi Arabia Algo Trading Challenge 2025
Global finalist among elite algorithmic traders worldwide. Advanced to live testing phase where my algorithm generated an impressive +21% return over 2-month period (May-June 2025). This validates my ability to develop robust, profitable trading strategies that perform under real market conditions.
🎓 Indonesia Maju Scholarship
Awarded prestigious full scholarship by Indonesian Ministry of Education and Culture, recognizing academic excellence and leadership potential. This competitive scholarship covers entire university education and represents investment in Indonesia's future tech leaders. Selected from thousands of applicants nationwide.
Jan 2024 - May 2024
Hong Kong SAR
Impact Lab
Jul 2019 - May 2022
Indonesia
SMA Ignatius Global School
Natural Science
Academic Excellence
🥉 Indonesian Informatics Olympiad
Achieved National Finalist status in 2020, representing the top computational thinking talents across Indonesia. This prestigious competition tests advanced algorithmic problem-solving, data structures knowledge, and programming efficiency. The achievement demonstrates early mastery of complex computer science concepts and competitive programming skills that continue to benefit my current work in data science and machine learning.
Featured Projects
A collection of projects that showcase my expertise in AI, machine learning, data science, and full-stack development. Each project tells a story of challenges overcome and impact delivered.
Hong Kong Hotel Price Optimization
Advanced Revenue Management System
Hotel pricing in Hong Kong is complex due to fluctuating demand, seasonal patterns, and competitive landscape. Traditional pricing models often miss optimization opportunities.
AI-Powered Financial Analytics
Machine Learning for Market Prediction
Traditional financial analysis methods struggle to process vast amounts of market data and identify subtle patterns that drive price movements.
Climate Data Intelligence Platform
Sea Level Rise Prediction System
Climate change impacts require accurate long-term predictions based on historical data, but traditional models often fail to capture accelerating trends.
Portfolio Website Evolution
Modern Full-Stack Development
Creating a standout portfolio that showcases technical skills while providing excellent user experience and performance across all devices.
Demographic Data Analyzer
Population Demographics Intelligence
Understanding demographic patterns requires complex statistical analysis of large datasets with multiple variables and missing data points.
Data Visualization Dashboard
Interactive Analytics Platform
Raw data insights are difficult to communicate to stakeholders without clear, interactive visualizations that tell compelling stories.
Blog & Insights
Coming Soon
I'm working on sharing insights about AI, machine learning, data science, and finance. Stay tuned for deep-dives into technical concepts, project breakdowns, and industry trends.