VS Villyan Sutanto
Open to internships
Data Analysis / AI Engineering / GIS Engineering Portfolio — 2026

Villyan Sutanto.

Computer Science and Mathematics student at BINUS University, building end-to-end systems across machine learning, IoT, spatial analysis and optimization.

Based in
Jakarta, Indonesia
Focus
ML · Geospatial · Optimization
Currently
CS & Mathematics, BINUS
Main stack
Python, PostGIS, FastAPI

A computer science student with a mathematician's toolkit — turning models, maps and sensors into systems that work end to end.

[Portrait — 4:5]

I'm studying Computer Science and Mathematics at Bina Nusantara (BINUS) University in Jakarta, with a GPA of 3.85/4.00. Coursework in computational geometry, abstract algebra, real analysis, mathematical modelling and algorithm design shapes how I approach engineering problems.

My projects move between computer vision, NLP, embedded IoT and WebGIS — from YOLOv8-based traffic signal optimization to StaSIUN, a spatial intelligence platform for Jakarta's train stations. I'm looking for internships in Data Analysis, AI Engineering or GIS Engineering.

Languages
PythonC++SQLPHPJavaScriptTypeScriptHTML/CSS
ML · NLP · CV
TensorFlowKerasPyTorchYOLOv8BERTLDAWord2VecRAG pipelines
Geospatial
PostGISQGISLeaflet.jsSpatial clusteringVoronoi / Delaunay
Optimization
AHPSAWTOPSISILPDynamic programmingMarkov chainsHarris Hawks Opt.Genetic algorithms
Engineering
FastAPINext.jsDockerGit / GitHubpytest (TDD)VercelAWS (EC2, S3, Lambda)
Recognition
Top 50 — MAPID WebGIS Competition 2026 Fundamentals of Deep Learning — NVIDIA
  1. Feb 2025 — 2026

    Regional Secretary

    Core Governing Board, KMK BINUS University @Kemanggisan · Jakarta

    Managed the flow and administration of the organization's incoming and outgoing documents — proposals, accountability reports, MoAs, MoUs, ToRs and meeting minutes — and monitored how division heads and their teams delivered departmental responsibilities and events.

    Administration / Documentation / Team evaluation

  2. Sep 2024 — Feb 2025

    Freshmen Partner

    Freshmen Mentor, First Year Program B28 BINUS University · Jakarta

    Guided freshmen through BINUSian values, the BINUS Graduate Attributes and the SDGs, and helped them run a community service activity: “Clean and Affordable Energy Education: Raising School Students' Awareness of Sustainable Energy Use.”

    Mentoring / Community service / SDGs

  3. Aug 2024

    Freshmen Leader

    Freshmen Mentor, First Year Program B28 BINUS University · Jakarta

    Helped new students transition to campus life by introducing the university's environment, communities, activities, academic programs and resources, and encouraged active participation in academic and community life.

    Mentoring / Onboarding

  4. 2023 — 2027

    B.Sc. Computer Science & Mathematics

    Bina Nusantara (BINUS) University, School of Computer Science · Jakarta

    GPA 3.85 / 4.00. Relevant coursework: Computational Geometry, Abstract Algebra, Real Analysis, Mathematical Modelling, Cloud Architecture (AWS), Data Structures, Algorithm Design and Software Engineering.

    Education

Projects

05 total
[Traffic detection frame — 4:3]
02

Traffic Signal Optimization

2026

Applied Mathematics Modelling · Undergraduate thesis research

YOLOv8 vehicle detection combined with Markov queueing simulation to optimize signal phase timings — about 2.9M detection records converted to PCU per PKJI 2023, calibrated against a ρ = 0.80 target, and tuned with Harris Hawks Optimization.

PythonYOLOv8OpenCVQueueing simulationHHO
[Door lock prototype — 4:3]
03

Integrated IoT Door Lock

2025

Embedded Systems & Internet of Things · Course project

A smart door-lock prototype on an ESP32 combining RFID authentication, ultrasonic proximity sensing and camera monitoring, with control logic in C++ and supporting software containerized in Docker.

ESP32C++Arduino IDEDocker