AI Engineer & Systems Architect

Hi, I am
Glenferdinza.

AI Engineer & problem solver dedicated to building production-grade AI systems, robust backend automation, and high-performance edge architectures.

[ Connect With Me ]

Scan or Click to open CV

SCROLL

Core Architecture

The Systems Mindset

Full Systems Creed [Assembles on Scroll // Grab & Drag Nodes]

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SYSTEMS ENGINEERING • AUTOMATION PIPELINES • INFRASTRUCTURE OPERATIONS • DEVOPS ENGINEERING • MLOPS WORKFLOWS • DATABASE CLUSTERING • SCALABLE BACKEND APIS •

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[ PRODUCTION ARCHITECTURES // 04 SYSTEMS ] LIVE TELEMETRY

Featured Systems & Infrastructure

● LIVE IOT MESH

IoT Backend Engineer #0001

Sangkara — Web-IoT System Platform

Node.js
Express.js
MySQL
MQTT
HiveMQ
Next.js
ESP32

Designed secure RESTful API and custom MQTT routing layers using Node.js/Express.
Optimized MySQL telemetry database tables to support continuous insert loads.

● RUNNING DAEMON

Infrastructure & Automation Engineer #0002

Edge Computing Server & Automation Hub

NVIDIA Jetson Nano
Docker
n8n
Cloudflare Tunnel
Linux
SSH

Configured lightweight Linux environment optimized for Jetson Nano developer kits.
Orchestrated Docker container groups for network monitoring and logging.

● API REST v1

Backend Engineer #0003

GolekOno — Smart Tourism Recs

Django
PostgreSQL
Next.js
Machine Learning
Clustering

Built relational trip schemas and highly optimized query layers on PostgreSQL.
Engineered Django REST APIs to serve clustered recommendation profiles efficiently.

● 60 FPS STREAM

Backend & Web Developer #0004

Platform Visualisasi Data Real-Time

OpenCV
Python
Web Streaming Ecosystem
Websockets

Developed high-frequency Websocket relays for real-time video frames and statistics.
Optimized OpenCV python scripts for feature tracking and coordinate distance changes.

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TELEMETRY PIPELINES • MQTT ROUTING RELAYS • DOCKER CONTAINERIZATION • CLOUDFLARE TUNNELS • LINUX SYSTEMS ADMINISTRATION • REAL-TIME DATA STREAMING • IOT NETWORK NODES •

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Interactive Environment

Systems Engineering Notebook

glenferdinza_infrastructure.ipynb

RAM / Disk (Connected)

Systems Diagnostics & Chronicles

This notebook serves as an interactive telemetry log backtracing my engineering journey. Run the code blocks below to verify runtime parameters and unpack infrastructure milestones.

In [1]:

# Load and parse the infrastructure timeline chronicles
from portfolio import Glenferdinza

chronicle = Glenferdinza.load_journey()
chronicle.display_milestones()

Out [1]:

2024 Foundational Computing & IT Migration

Took the first step into the tech world by enrolling as an IT student at UNY, starting entirely from scratch. Focused heavily on building core programming logic, understanding foundational computing concepts, and getting comfortable with basic terminal environments.

2025 Backend Engineering, IoT, & Infrastructure Operations

Shifted focus toward core system development and infrastructure. Deep-dived into building scalable RESTful APIs using Node.js (Express.js) and MySQL, managing real-time data telemetries via MQTT protocols, and handling self-hosted local environments using Docker, n8n automation, and Cloudflare Tunnels on NVIDIA Jetson Nano boards.

2026 - PRESENT AI Integration & Deep-Diving into MLOps

Bridged the gap between backend engineering and intelligent systems by developing machine learning routing services (Django/PostgreSQL) and data preprocessing NLP pipelines. Currently deep-diving heavily into DevOps, focusing specifically on MLOps workflows to efficiently containerize, deploy, and monitor Machine Learning models from edge devices to cloud environments.

In [2]:

# Load and run word cloud sentiment generation from corpus dataset
from sentiment_analysis.sentiment_model import run_sentiment_pipeline

run_sentiment_pipeline()

Out [2]:

[SUCCESS] Word cloud output generated: public/images/wordcloud.png

Out [2]:

Professional History

Data Handling Experience

2026 — PRESENT

Academic Research Data Team Member

Universitas Negeri Yogyakarta

Macroeconomic Sentiment Analysis (BRICS)
Served as a Data Team Member (Tim Data) building automated data pipelines in Python to scrape financial reports; managed text preprocessing on large datasets for NLP sentiment scoring.
Wireless IoT (LoRa Project)
Programmed ESP32 C++ firmware for long-range communication nodes; ran physical validation testing and analyzed bit error rate analytics to measure signal stability.

2025 — 2026

Simkatmawa Data Pipeline Lead & Coordinator

Direktorat Kemahasiswaan UNY

UNY Student Achievement Integration (~14,000 Records)
Served as the Data Pipeline Coordinator bridging UNY Student Affairs (Dosen/Kemahasiswaan) to the technical student data team. Managed data cleaning, formatting, and automated uploading of over 14,000 UNY student achievement records into the official Simkatmawa system via the Simkatmawa API.

Engineering Tool Belt

Technical Blueprint

Interactive Sandbox: Grab and drag nodes to explore.

Hi, I am
Glenferdinza.

The Systems Mindset

Featured Systems & Infrastructure

Sangkara — Web-IoT System Platform

Edge Computing Server & Automation Hub

GolekOno — Smart Tourism Recs

Platform Visualisasi Data Real-Time

Systems Engineering Notebook

Systems Diagnostics & Chronicles

Data Handling Experience

Academic Research Data Team Member

Simkatmawa Data Pipeline Lead & Coordinator

Technical Blueprint

Reach Out

REACH OUT

Sangkara

System Architecture Diagram

Data / Flow pipeline

Project Overview

Engineering Highlights

Hi, I amGlenferdinza.

The Systems Mindset

Featured Systems & Infrastructure

Sangkara — Web-IoT System Platform

Edge Computing Server & Automation Hub

GolekOno — Smart Tourism Recs

Platform Visualisasi Data Real-Time

Systems Engineering Notebook

Systems Diagnostics & Chronicles

Data Handling Experience

Academic Research Data Team Member

Simkatmawa Data Pipeline Lead & Coordinator

Technical Blueprint

Reach Out

REACH OUT

Hi, I am
Glenferdinza.