XANDER TREVOR TENGARI
Computer Science Student & Software / ML Developer
Computer Science undergraduate at BINUS University (GPA: 3.94 / 4.00), Scholarship Mentor, and BNCC member with an active interest in software engineering, web applications, and machine learning.
BINUS Computer Science Dean's List & Mentor Scholarship Awardee
MineToday IPB University National Data Science Competition
Accepted at ICTIM 2026 researching AI usage in phishing URLs detection
ABOUT ME
I am a Computer Science undergraduate at BINUS University (GPA: 3.94 / 4.00) with a strong interest in software engineering and machine learning.
Through university coursework, personal projects, and student club activities at BNCC, I have worked on machine learning workflows (such as NLP stylometry and weather prediction models), full-stack web applications, and collaborative development.
I also serve as a Scholarship Mentor at BINUS University, supporting peers in data structures and algorithms, and contribute to Bina Nusantara Computer Club (BNCC) across research & development and project management initiatives.
Applied AI & Machine Learning
Designing and deploying deep learning architectures, classical ML ensembles, NLP transformers, Explainable AI (xAI) frameworks, and end-to-end MLOps pipelines with MLflow and ONNX.
Full-Stack & Backend Engineering
Developing high-performance web systems and services with Spring Boot (Java), C# (.NET 8), ASP.NET Core, React.js, FastAPI, and Laravel, with practical experience in Entity Framework Core, SocketsHttpHandler, and database management (Microsoft SQL Server, PostgreSQL, MySQL).
Mentorship & Team Collaboration
Active participation in student organization projects at BNCC, mentoring peers in data structures and algorithms, and managing student team web deliverables.
FEATURED WORKS
A selection of projects in machine learning, geospatial forecasting, and web systems.
● LIVE DEMO
NLP • STYLOMETRY • xAI
StyloGuard
Advanced Indonesian Stylometry & Ghostwriter Detection
A system designed to detect human imposters and automated ghostwriters in Indonesian digital media. Combines an IndoBERT contextual backbone with 52 topic-blind stylometric features to reduce topic leakage, featuring a Dual-Channel Explainable AI (xAI) Center with inline attention heatmaps and autograd driver charts.
● PRODUCTION HOSTED
GEOSPATIAL • ONNX • MLOPS
TangerangCast
High-Resolution Geospatial Rain Forecasting & Stacking Ensemble
Weather forecasting platform querying Open-Meteo across a granular 20x20 geographical grid (400 spatial points) over Tangerang, Indonesia. Feeds live meteorological telemetry into a Stacking Ensemble ML Model (XGBoost, LightGBM, CatBoost, Meta LogReg) in serialized ONNX with automated weekly Continuous Training (CT) hot-swapping via GitHub Actions.
★ TEAM PROJECT (TPM 37)
LARAVEL • MOCK HACKATHON
BNCC TPM 37 - Mock Hackathon Website
Final Project Mock Hackathon Platform
A collaborative final project in BNCC named TPM 37 where our team created a mock hackathon website using Laravel. Features multi-step team registration, participant and mentor showcases, and administrative controls.
EXPERIENCE & LEADERSHIP
Track record of technical mentorship, R&D engineering, and project management at BINUS University and Bina Nusantara Computer Club.
4th and 5th Semester Scholarship Mentor
BINUS University • Tangerang, Indonesia
- Mentored three senior computer science students separately every week in advanced Data Structures and Algorithms.
- Conducted code reviews, algorithmic complexity analysis (time/space complexity), and targeted mock problem-solving sessions to prepare students for academic excellence.
Research and Development Staff
Bina Nusantara Computer Club (BNCC) • Tangerang, Indonesia
- Engineered Back-End Development for BNCC Opening Season Website 2025.
- Mentored and coached BNCC activists in Express.js back-end engineering standards and RESTful API architecture.
- Contributed to developing React.js + Express.js microservices to optimize BNCC's internal workflow and member learning services.
- Performed comprehensive technical reviews and QA for the registration website of BNCC's flagship TechUp Seminar.
Data Mining Elite Team
Bina Nusantara Computer Club • Indonesia
- Selected into the specialized competitive machine learning unit representing BNCC in national tournaments.
- Engineered feature extraction pipelines, stacking ensembles, and hyperparameter tuning workflows across multiple data mining competitions.
TechnoScape Events & Logistics Staff
Bina Nusantara Computer Club • Jakarta, Indonesia
- Coordinated resource procurement, communications, and live operations for TechnoScape, one of the premier collegiate hackathon events in Indonesia.
- Managed and automated the official competition Discord server serving hundreds of simultaneous participants and mentors.
Technology Project Member & Project Manager (TPM 37)
Bina Nusantara Computer Club • Tangerang, Indonesia
- Led the engineering cycle of a mock hackathon website built with Laravel as part of BNCC TPM 37.
- Managed sprint deliverables, schema design, file verification subsystems, and coordinated deployment readiness.
ACADEMICS & ACHIEVEMENTS
Academic credentials, competitive programming accolades, and national machine learning championships.
Education
BINUS University
Bachelor of Computer Science
★ Dean's List in BINUS School of Computer Science (2026)
★ Awarded Free Development Fee Scholarship based on exceptional TPKS performance (2023)
Petra 1 Christian Senior High School
High School Diploma (Science & Mathematics)
★ Awarded Free Entrance Fee Scholarship based on junior high academic performance (2021)
AI Research Publication
Peer-Reviewed Scientific Acceptance
📄 AI Research Paper Accepted in ICTIM 2026 Conference.
Competitions & Awards
1st Place Winner — MineToday
IPB University National Competition
2025 • Data Science & ML
Finalist — Datavidia 10.0
Institut Teknologi Bandung (ITB)
2026 • Machine Learning
Best Presentation & Finalist
DAC ITS (Sepuluh Nopember Institute of Technology)
2025 • Data Analytics
2nd Place Winner — Jelajah Aktuaria
Institut Teknologi Sepuluh Nopember (ITS)
2023 • Mathematics & Actuarial
Finalist — SCPC COMPFEST 17
Universitas Indonesia (UI)
2025 • Competitive Programming
Finalist — CODE 5.0
AMIKOM Yogyakarta University
2025 • Competitive Programming
Finalist — Gunadarma Code Week
Gunadarma University
2025 • Competitive Programming
Finalist — CodeFest 001
Sumatera Utara University (USU)
2025 • Senior Competitive Programming
5th Place Winner — Informatics Rally
Petra Christian University
2023 • Games & Logic
TECHNICAL ARSENAL
Frameworks, languages, and tooling utilized across deep learning pipelines and enterprise software engineering.
AI & Machine Learning
Back-End Engineering
Front-End Development
Databases & DevOps
Testing & QA Automation
Tools & Collaboration
CONNECT & COLLABORATE
Open to software engineering opportunities, AI research collaborations, and technical partnerships.