Allan & Ray Techno-Spiritual Hub
milzon.ai.lab

Hybrid Telco • AI/ML LeadHands-on • Management • Pre-Sales • Testing

23+ years in telecom × applied AI/ML. This site is more than a portfolio—it’s the central hub of ARTS (Allan & Ray Techno-Spiritual Hub). I design projects that mirror real-world constraints, then document the journey (dashboards, repos, carousels) so stakeholders can audit progress quickly.

ManagementPre-SalesTestingTelco PMOPythonTensorFlowStreaming MLNode.jsData AnalystTransmission/TransportMW & Fiber PlanningLTE / 5G NRTanzaniaMyanmarMalaysiaVietnam
Snapshot
Snapshot
Dashboards
Dashboards
Embeddings
Embeddings
PMO Visuals
PMO Visuals
Analytics
Analytics
Repos
Repos

Snapshot: dashboards, embeddings, and PMO visuals

About

I’m Milzon — a telecom transformation specialist evolving into AI/ML and data-driven innovation. I design projects that mirror real-world constraints, then document the journey (dashboards, repos, carousels) so stakeholders can audit progress quickly. I span strategy → delivery: requirements, data pipelines, model experiments, and presentation layers.
Strengths
PMO rigor, domain insight, and rapid iteration from MVP to demo.
Now Learning
NLP embeddings, Transformers, and productionizing ML dashboards.
Open To
Data/AI roles, telco analytics, and transformation consulting.

Projects

Network Intrusion Detection Dashboard
2025

Interactive dashboard for PCAP analysis with anomaly detection, responsive UI, and automated insights.

StreamlitPySharkPCADBSCAN
Sarcasm Embeddings Mini-Project
2025

End-to-end text pipeline: tokenization → embedding visualization → quick model comparison and projection video.

NLPEmbeddingsTensorFlow
Smartfren–XL Merger: Project Director Playbook
2025

Playbook covering site list analysis, NE dependencies, progress monitoring, war room ops, and exec reporting.

TelcoPMOIntegration
W20 – Weekly Report NPI Transport (PA4)
2025

Weekly executive report untuk NPI Transport PA4: highlights, KPI delta, isu & next actions.

TransportNPIWeekly ReportPPTX

Open Repositories

Ringkasan repositori publik yang relevan untuk telco × AI/ML; dikelompokkan agar mudah dipetakan ke skill. Klik judul repo untuk membuka GitHub.

NLP & Embeddings
sarcasm-embeddingssarcasm-detectorMultiple_LSTMs_IMDB
  • Tokenisasi, vectorization, dan visualisasi ruang embedding.
  • Eksperimen model: LSTM/bi-LSTM, baseline vs tuned.
  • Storytelling hasil (grafik proyeksi) untuk stakeholder.
Computer Vision (Transfer Learning)
cats-dogs-tlcnn-basics
  • TL pipeline (augmentations, fine-tuning, early stopping).
  • Dasar CNN: conv → pooling → normalization → classifier.
Telco Analytics & Security
Network_Detector_Intrusionfiber-otdr-ml
  • PCAP parsing (PyShark), PCA/DBSCAN untuk anomali.
  • Analitik OTDR fiber: fitur sinyal, deteksi event.
  • Dashboards yang audit-friendly untuk stakeholder telco.
Course Work: AIEngineering-* (Forks)
AIEngineering-16 … 27CICDLesson
  • Latihan supervised/unsupervised, EDA, feature engineering.
  • CI/CD dasar untuk proyek ML (build, test, lint).
  • Best practices via repo tugas terstruktur.
Framework & Templates (Forks)
tanstack-templatetensorflow-1-public
  • Starter untuk dashboard React data-heavy.
  • Latihan TensorFlow (optimizers, callbacks, input pipeline).

Live Repo Explorer

Tarik langsung dari GitHub (Milzon1010) dengan metadata (stars, bahasa, last updated), plus pencarian & filter. Perlu internet saat runtime.

Vision & Mission

Vision

Mendorong transformasi telco → data-driven enterprise: jaringan dipantau AI real-time, keputusan berbasis evidence, dan productization ML yang bisa diaudit & dipelihara.

Mission
  • Merancang solusi ujung-ke-ujung: data → model → dashboard → adopsi.
  • Membawa rigor PMO ke proyek AI/ML (ritme, metrik, audit trail).
  • Mengangkat talenta lokal/regional via dokumentasi, repo terbuka, dan demo.