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Brian Marcellino

Computer Science (Binus) · Deep Learning · Full-stack · AI automation

briannoname1999 [at] gmail.com · github.com/shuura6661 · /in/brianmarcellino · brianmarcellino.com

Download PDF CV → · Verify credentials → · Publications →

Experience

  • IT Lead / Full-stack Engineer — Metropolia TechnologiesFeb 2026 – present · Indonesia · RemoteLead engineer behind Metropolia's production systems portfolio: a multi-tenant ERP platform (Orqest), a real-estate marketing site, a kost (boarding-house) marketplace, and the supporting self-hosted infrastructure (nginx, PM2, Docker, Postgres, n8n, Paperless-NGX, Grafana/Prometheus/Loki).
  • Deep Learning Intern Researcher — Binus @MalangFeb 2025 – Feb 2026 · Malang, Indonesia · HybridDeveloping and improving deep learning models for apple fruit and apple leaf disease classification on a primary, locally-collected Poncokusumo dataset; integrating models into a Flutter mobile application; co-authoring international conference papers; legalizing four programs as registered HAKI.
  • Freelance Pixels Player (Web3) — Pixels (Ronin)Jul 2024 – Mar 2025 · RemoteMaximized play-to-earn rewards on the Pixels (Ronin) Web3 game by completing daily quests, advancing skill trees, and consistently exceeding daily output targets.
  • Independent Gold Trader — Self-employedMar 2021 – present · RemoteActive XAU/USD trader since age 17. Combines macroeconomic + geopolitical fundamental analysis with technical analysis; emphasizes disciplined risk management and emotional control.

Education

  • Bachelor's Degree (Sarjana / S1) in Computer Science — Bina Nusantara University (Binus)2022 – expected June 2026 · GPA 3.73 / 4.00 · 82 SCUComputer Science undergraduate at Binus, focusing on Generative AI, Deep Learning, and Computer Vision. GPA 3.73 / 4.00 across 82 SCU. Active in international research conferences (ICIMTech, Icon-TINE, ITIS, ICIMCIS, ICAIDES).

Publications

  • Lightweight Deep Learning Model Optimization for Apple Disease Classification ApplicationICAIDES 2025 · 2025 · 3rd of 3DOI 10.1109/ICAIDES67265.2025.11404049 →
  • Development of a Lightweight Mobile-Based Apple Disease Classification ModelICIMCIS 2025 · 2025 · 2nd of 3DOI 10.1109/ICIMCIS68501.2025.11327201 →
  • A Comparative Study of Deep Learning Approaches for Apple Leaf Disease ClassificationITIS 2025 · 2025 · Best Paper Award @ ITIS 2025 · 1st of 3DOI 10.1109/ITIS67966.2025.11308779 →
  • Improving Apple Fruit Disease Classification using InceptionV3 and Adam OptimizerITIS 2025 · 2025 · 1st of 3DOI 10.1109/ITIS67966.2025.11309045 →
  • Comparative Analysis of Two Forex Trading Robots Between BotAGI and Dark Rea on EUR/USD PairIcon-TINE 2024 · 2024 · 1st of 4Published
  • Advancing Real Estate Exploration: Augmented Reality Application Development With Marker-Based Detection TechnologyIcon-TINE 2024 · 2024 · 2nd of 5Published
  • User Experience Evaluation of Duolingo using User Experience Questionnaire (UEQ)ICIMTech 2023 · 2023 · 4th of 4DOI 10.1109/ICIMTech59029.2023.10277886 →

Honors & HAKI

  • Best Paper AwardITIS 2025 — IEEE 11th Information Technology International Seminar · October 9, 2025
  • Conference PresenterITIS 2025 — IEEE 11th Information Technology International Seminar · October 8–9, 2025
  • ICIMTech 2023 Keynotes SessionBina Nusantara University — ICIMTech 2023 · August 24, 2023
  • DeCropHAKI Reg # 001035471
  • AugmentKitHAKI Reg # 001035470
  • LossionHAKI Reg # 001035477
  • TransparensifyHAKI Reg # 001035472

Selected projects

  • Orqest ERP (2026)Multi-tenant ERP Platform · ShippedProduction multi-tenant ERP system serving Metropolia Technologies and Midville on a single React + TypeScript + Node.js codebase, with isolated databases and isolated backend processes per tenant.Live → · Case study →
  • Bisnispropertimalang.id (2026)Real-estate Marketing Site · ShippedPublic-facing real-estate marketing site for the Malang market — Next.js with a structured admin content editor, image gallery, and SEO-optimized listing pages.Live → · Case study →
  • Rukost.id (2026)Kost Marketplace Platform · ShippedDockerized kost (boarding-house) marketplace: web frontend, API, nginx, Postgres, and Redis running as a coordinated container stack behind a single public domain.Live → · Case study →
  • Self-hosted Observability Stack (2026)Monitoring Infrastructure · ShippedSelf-hosted Grafana + Prometheus + Loki + Alloy + Blackbox Exporter stack monitoring the Orqest ERP platform end-to-end — application metrics, host metrics, log aggregation, and synthetic uptime checks.Case study →
  • Self-hosted Automation & Doc Stack (2026)Automation Infrastructure · ShippedSelf-hosted automation and document-management infrastructure: n8n workflow engine with an n8n-MCP bridge, plus Paperless-NGX for OCR-backed document archiving — wired into the Orqest ERP for fund-request and attachment archiving flows.Case study →
  • ManalagiCare (2025)Mobile Apple Disease Detection · OngoingMobile application that classifies apple fruit disease via on-device deep learning using Flutter and TensorFlow Lite.Case study →
  • SenFlow (2025)Forex Sentiment Automation · OngoingAutomation pipeline that ingests forex news and headlines, runs sentiment analysis, and routes signals into trading workflows.Case study →
  • Lezduit (2025)AI Kanban To-do App · OngoingAI-assisted Kanban-style productivity app where boards, cards, and AI assistance live behind a Firebase backend.Case study →