Network Support Engineer | Python, Automation & Applied AI
Network Support Engineer at GMF AeroAsia, bridging enterprise aviation infrastructure with Python automation, OCR data extraction, and Applied AI. Experienced in building automated monitoring pipelines, multi-vendor device crawlers, and reporting workflows.
- 🔧 Enterprise Infrastructure: Operating campus & hangar network infrastructure (routers, switches, firewalls, Wi-Fi) at an aviation maintenance facility.
- 🤖 Infrastructure Automation: Building robust Python pipelines for telemetry collection, LLDP topology discovery, PoE/inventory audit, and automated Excel reporting across multi-vendor fleets (Huawei, Cisco, MikroTik).
- 🧠 Transitioning to AI Engineering: Applying machine learning & OCR to automate repetitive operational bottlenecks; actively upskilling in Applied AI, LLM tooling, and Cloud/AI certifications.
- 📡 Past Experience: Former FTTH/GPON access network engineer at Biznet Networks; freelance campus switch migration for enterprise banking; former Full Stack Dev intern.
- 🎓 Education & Certifications: Bachelor of IT — University of Jember | MTCNA Certified | Alibaba Cloud ACA.
Networking & Infrastructure
Automation & Applied AI
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Web & Data Tools
| Project | Description | Tech |
|---|---|---|
| 📊 MRTG-TelkomCare-Report-Automation | End-to-end TelkomCare MRTG automation across 25 target circuits. Automates portal session persistence, traffic graph collection, PaddleOCR data extraction with Gemini fallback validation, and monthly Excel reporting—reducing SLA reporting time from several days to hours. | Python, Selenium, PySide6, PaddleOCR, Gemini API, OpenPyXL, Pytest |
| 📡 Automated-WAC-Huawei-Crawl-Data | SSH-based topology discovery crawler mapping connectivity across 450+ Access Points and 110+ Switches at GMF AeroAsia hangars into structured CSV output, cutting manual inspection from hours to ~1 hour. | Python, Paramiko, PySide6, SSH Automation, Pytest, Hypothesis |
| 📺 GMF-CMP-Automation | Enterprise operational workflow automating CMP portal authentication, IMAP-based OTP extraction, dashboard capture, and Excel reporting—slashing daily manual tasks from ~30 minutes to under 3 minutes. | Python, Playwright, IMAP, OpenPyXL, Pytest, Mypy, Ruff |
"Automating the present, building toward intelligent infrastructure."
Open to discussions on Network Automation, Applied AI, and Infrastructure Tooling.