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viogustian/README.md

Vio Gustian Nur Alamsyah

Physics graduate who ended up really liking code. Currently focused on data analytics, machine learning, and contributing to open source.

LinkedIn Email


A bit about me

I studied Instrumentation Physics at UNNES (GPA 3.59) and spent most of my time building things that involved sensors, data, and eventually machine learning.

At BRIN I worked on a computer vision project using YOLO11 to detect fungal infections on leaves. We got to 89.6% precision, which I'm pretty happy with. Before that, I did a virtual internship at Kimia Farma where I built sales analytics dashboards using BigQuery and Looker Studio.

These days I'm also writing C# and contributing to open source .NET projects. It started as something new to learn and now I actually enjoy it.

  • 📍 Bekasi, Indonesia
  • 🎓 Fresh graduate, open to full-time roles
  • 📜 Google Data Analytics Professional Certificate (2026)
  • 🏆 Finalist at IARC 2025 (ITS) for industrial automation

What I work with

Data and ML

Python Pandas scikit-learn SQL BigQuery Power BI Tableau

Software development

C# .NET WinForms

Computer vision

YOLO OpenCV XGBoost


Projects I've worked on

  • YOLO Fungal Detection (BRIN): Built an instance segmentation pipeline to detect Curvularia leaf disease. Used YOLO11 and Roboflow for annotation, achieving 89.6% precision and a 0.807 mAP50.
  • Cyclistic Bike-Share Analysis: Google Data Analytics capstone project. Cleaned and analyzed millions of trip records in BigQuery, then visualized the insights through interactive dashboards in Power BI and Tableau.
  • LSPR Ethanol Sensor: Processed optical fiber sensor data by configuring Neural Networks (LSTM) to capture sequence patterns in stability tests. This optimization brought the MAPE down to 0.60% for halal product quality control.
  • Physics Scientific Calculator: Desktop app built with C# (.NET 10, WinForms) for physics computations. It features a custom constant system where users can define and save their own physical constants.

Open Source Contributions

Repository What I did Status
DebugProbe/DebugProbe.AspNetCore Fixed a bug where a negative MaxEntries value caused an infinite loop in the DebugEntryStore component. ✅ Merged
DebugProbe/DebugProbe.AspNetCore Improved ignore path matching accuracy to prevent false positives. ✅ Merged
3060s/FruityScale Added dynamic color coding for scale match percentage badges based on the score value. 🟡 In Review

Stats

Vio's GitHub Stats Top Languages


Looking for roles in data analytics, ML, or software development. Feel free to reach out.

Pinned Loading

  1. physics-scientific-calculator physics-scientific-calculator Public

    C#

  2. DebugProbe.AspNetCore DebugProbe.AspNetCore Public

    Forked from DebugProbe/DebugProbe.AspNetCore

    Inspect ASP.NET Core HTTP traffic with a built-in dashboard and compare traces across environments.

    C#