Jody - Portfolio

Jody👋

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I work where AI meets real infrastructure, and I teach others to do the same. Infrastructure engineer by background, applied AI & MLOps researcher by focus, BNSP trainer by practice, and founder of LSPKu.

IT infrastructure
5+ yrs
Servers migrated
50+
Training programs
15+
Research papers
4
Email meLinkedInLSPKu

About Me

Infrastructure by background, applied AI research by focus, teaching by practice

Jody

IT & AI Consultant · Applied AI & MLOps Researcher · BNSP Trainer & Assessor

I started as a laboratory assistant, grew from junior system administrator to Head of IT Infrastructure, and led the migration of 50+ production servers to the cloud. Today I consult on infrastructure and AI deployment, and I research how to run machine learning systems efficiently, from LLMs on Proxmox VE to explainable models for operational data.

As a BNSP-certified trainer and competency assessor, I have trained teams at PLN, Bank Indonesia, the Ministry of Transportation and 10+ other organizations. I also founded LSPKu, a certification operations platform for Indonesian LSPs.

Portrait of Jody

| Languages

Indonesian

-

Native · UKBI 662 (Sangat Unggul)

English

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Professional · EF SET 60/100 (B2)

Universitas Budi Luhur logo

Master of Computer Science

Budi Luhur University

Expected graduation: Aug 2027

Current GPA: 3.97

Universitas Mercu Buana logo

Bachelor of Computer Science

Mercu Buana University

Graduated Feb 2021

GPA: 3.93

Services

How I help: IT & cloud consulting, AI & MLOps and corporate training

IT & Cloud Consulting

Assessment, architecture and migration for teams that need infrastructure they can trust.

  • Infrastructure assessment and roadmap
  • Cloud and on-premise migration
  • CI/CD, monitoring and on-call practices

AWS · Alibaba Cloud · Proxmox VE · Nutanix · Kubernetes

AI & MLOps

Take models from a notebook to a service that stays up, with evidence from published research.

  • LLM deployment on-premise and in the cloud
  • Model serving, monitoring and evaluation
  • Data pipelines with Apache Airflow

Python · Airflow · Docker · LXC · Prometheus

Corporate & BNSP Training

15+ programs delivered for enterprises, universities and government agencies.

  • Data Analyst and Data Science (BNSP)
  • AI and machine learning fundamentals
  • IT governance and project management

PLN · Bank Indonesia · Kemenhub · Pelindo Group · UNS

LSPKu logo

Product I founded

LSPKu

A certification operations platform for Indonesian LSPs: OCR document onboarding, AI scheme recommendation and assessment scheduling in one portal.

Visit lspku.com

Work Experience

From system administrator to Head of IT Infrastructure, now consultant, trainer and founder
LSPKu logo

LSPKu | Founder

Aug 2025 - Present

  • Building a certification operations platform for Indonesian LSPs, covering candidate onboarding, scheme selection, assessment scheduling and certificate issuance.
  • Developed OCR-based document onboarding and AI scheme recommendation to reduce manual data entry for LSP admins.
  • Designed a multi-tenant, multi-role architecture (admin, assessor, candidate) on self-hosted infrastructure.
LSP Teknologi Informatika Bisnis Digital logo

LSP Teknologi Informatika Bisnis Digital | Competency Assessor (BNSP)

Jun 2026 - Present

  • BNSP-licensed competency assessor for IT certification schemes, including IT Quality Assurance.
  • Assess candidates through portfolio review, observation and interviews in line with SKKNI and BNSP standards.
PT Atlasfizl Meraki Inovasi logo

PT Atlasfizl Meraki Inovasi | IT Consultant & Professional Instructor

Dec 2024 - Present

  • Deliver 15+ certification and corporate training programs in data analytics, data science, AI and IT for enterprises, universities and government, including PLN, Bank Indonesia, the Ministry of Transportation and Pelindo Group.
  • Prepare professionals for BNSP certification schemes such as Data Analyst, Data Science, Programmer and Penetration Tester.
  • Assess client IT environments and design infrastructure, cloud and security improvements aligned with business goals.
  • Lead consulting engagements end to end, from requirements and architecture to deployment and handover.
Alturian Group logo

Alturian Group | Infrastructure Manager

Feb 2023 - Nov 2024

  • Led the group's infrastructure team, owning mentoring, performance reviews and hiring decisions.
  • Managed 50+ production servers and led their migration to the cloud, cutting operating costs by 30%.
  • Sustained 99.9% uptime by introducing Prometheus/Grafana monitoring, alerting and on-call automation.
  • Owned infrastructure budgeting, vendor selection and capacity planning for the group.
  • Established documentation, change management and on-call procedures adopted across the team.
Alturian Group logo

Alturian Group | Head of IT Infrastructure

Jul 2022 - Feb 2023

  • Defined the IT infrastructure strategy and managed the infrastructure budget in line with company goals.
  • Consolidated servers through virtualization and cloud services, reducing operating costs by 20%.
  • Improved system availability from 95% to 99.9% by redesigning core infrastructure and backup processes.
Alturian Group logo

Alturian Group | System Administrator

May 2021 - Jul 2022

  • Promoted from Junior System Administrator to System Administrator within 11 months.
  • Built automated alerts and diagnostic scripts that shortened incident detection and troubleshooting.
  • Managed VPNs, firewalls and intrusion detection systems, and documented access-control processes for audits.
  • Planned and executed system upgrades and migrations with minimal service disruption.
Universitas Mercu Buana logo

Universitas Mercu Buana | Laboratory Assistant

Jan 2019 - Jan 2021

  • Provided on-site and remote support for hardware, software and network issues across computer laboratories.
  • Performed routine maintenance to keep lab systems available during classes and exams.
Lenna.ai logo

Lenna.ai | Full Stack Developer

Feb 2020 - Apr 2020

  • Developed a web application that monitors product reviews using sentiment analysis (positive, neutral, negative).
  • Built the frontend and REST API backend for review aggregation and real-time sentiment dashboards.

Skills

Specialized in Infrastructure & Cloud, Strategy & Management, and Applied AI & MLOps

Strategy & Management

IT Project Management

IT Governance (TOGAF)

Enterprise Architecture

Risk Management

Professional Instructor

15+ programs in data, AI and IT for enterprises, universities and government

Data Analyst Certification Training (BNSP)

PT PLN (Persero)

Mar 2026

Instructed corporate professionals on end-to-end data analytics workflows, encompassing data cleaning (Power Query), visualization (Looker Studio), Python, and n8n automation.

Data Science Certification Training (BNSP)

PT Asuransi Tugu Pratama Indonesia Tbk

Dec 2025

Facilitated practical training on data processing and analytical modeling to support data-driven decision-making in the insurance sector.

Data Analysis Training

Bank Indonesia Kediri & Generasi Baru Indonesia (GenBI)

Nov 2025

Delivered foundational and applied analytics training, including exploratory data analysis (EDA) using modern tools to accelerate digital talent capacity building.

EITCA Artificial Intelligence (AI) Certification Training

Universitas Lambung Mangkurat

Nov 2025

Taught AI and Machine Learning fundamentals, supervised/unsupervised learning, and Python-based AI modeling to university lecturers and academic staff.

Artificial Intelligence (AI) Management Training

Ministry of Transportation (Kemenhub)

Nov 2025

Guided government officials from the Directorate of Transport Integration on leveraging AI capabilities to support smart and integrated national transportation systems.

IT Infrastructure Library Training

PT Asuransi Jiwa Starinvestama

Oct 2025

Conducted hands-on training on enterprise IT infrastructure architecture and fundamental network/server configuration utilizing Cisco Packet Tracer.

Programmer Certification Training (BNSP)

PT Solusi Teknologi Finansial

Oct 2025

Instructed intensive web development sessions covering Object-Oriented Programming (OOP), MVC architecture, and practical e-commerce application building.

Enterprise Architecture Training (BNSP)

Universitas Sebelas Maret (UNS)

Sep 2025

Aligned visions and laid the foundational knowledge for digital architecture integration and higher education transformation for the university's ICT directorate.

Certified ISO/IEC 27001:2022 Lead Implementer Training

PT Malifax Indonesia

Aug 2025

Led professional preparation sessions for ISO 27001 implementation, focusing on enterprise cybersecurity standards, readiness, and compliance.

Artificial Intelligence Training

PT Integrasi Logistik Cipta Solusi (Pelindo Group)

Aug 2025

Co-facilitated a specialized training module in partnership with PT Expertindo Training, demonstrating how AI can revolutionize port operations and logistics workflows.

IT Auditor Training

Tenaga Ahli Teknologi Informatika Bisnis Digital

Feb 2025

Delivered comprehensive materials on IT auditing frameworks, compliance standards, and digital business information system evaluation.

Advanced Microsoft Excel Instructor

PT Macroprima Panganutama

Feb 2025

Facilitated an intensive training course progressing from fundamental Excel functionalities to advanced data analysis. Equipped participants with practical skills to design interactive data dashboards.

Certifications

Current credentials in AI & MLOps, IT governance and project management

AI, Data & MLOps

Certification: DAG Authoring for Apache Airflow 3

Astronomer

Jan 2026

Certification for Apache Airflow 3 Fundamentals

Astronomer

Jan 2026

EITCA/AI Artificial Intelligence Certificate

EITCA Academy

Nov 2025

Neo4j Graph Data Science Certification

Neo4j

Nov 2025

AI Security & Governance

Securiti AI

Aug 2025

IT Governance, Audit & Security

ISO/IEC 42001:2023 Lead Auditor

Mastermind

Jan 2026

ISO/IEC 27001:2022 Lead Auditor

Mastermind

Dec 2025

Fortinet Certified Associate Cybersecurity

Fortinet

Dec 2025

Certified Red Team Operations Management (CRTOM)

Red Team Leaders

Dec 2025

TOGAF® Business Architecture Foundation

The Open Group

Sep 2025

Project Management & Cloud

Scrum with AI Certified (SAC)

SCRUMstudy

Dec 2025

ICT Project Manager Certification

BNSP

Feb 2025

Scrum Fundamentals Certified (SFC)

SCRUMstudy

Sep 2024

Oracle Cloud Infrastructure 2023 Certified Foundations Associate

Oracle

Jul 2023

Journal Articles

First-author research on LLM deployment, document AI and NLP systems

Comparative Performance of Operating Systems in Handling Sentiment Analysis REST API Workloads

2026

Jody, Imelda

Jurnal Teknik Informatika (JTI), UIN Syarif Hidayatullah Jakarta

p-ISSN: 1979-9160, e-ISSN: 2549-7901 · Accepted, to appear October 2026

First authorAccepted

Sistem Rekomendasi Jalur Sertifikasi Berbasis Machine Learning untuk Lifelong Learning

2026

Jody, FA Riandhito, M Ridwan, D Pebrianti

JEPIN (Jurnal Edukasi dan Penelitian Informatika)

p-ISSN: 2460-0741, e-ISSN: 2548-9364, Vol 12, No 2, Aug 2026

First authorView Publication

Analisis Komparatif Akurasi Deteksi Teks Dokumen Keuangan Menggunakan CTPN dan EAST

2026

Jody, Achmad Solichin

CSRID (Computer Science Research and Its Development Journal)

p-ISSN: 2085-1367, Vol 18, No 2, Jun 2026

First authorView Publication

Performance Evaluation of Cloud-Init as Deployment Automation, Virtual Machine, and LXC Container on Proxmox VE for AI LLM Deployment

2025

Jody, FA Riandhito, R Yusuf, A Saputra, JE Riwurohi

Jurnal Sisfokom (Sistem Informasi dan Komputer)

p-ISSN: 2301-7988, e-ISSN: 2581-0588, Vol 15, No 01, Dec 2025, pp. 125-132

First authorView Publication

Projects

A selection of featured projects ranging from enterprise solutions to cloud infrastructure

Logistic App for cargo calculations, shipment tracking, and automated financial reporting.

Logistic App screenshot

Certification System for professional certification lifecycle management and BNSP compliance.

Certification System screenshot

Enterprise Architecture for digital transformation and SSoT governance at UNS.

Enterprise Architecture screenshot

Scalable Cloud Design and lifecycle management for enterprise-grade high-availability services.

Scalable Cloud Design screenshot

Government Reporting Platform on Kubernetes and Nutanix for the Ministry of Home Affairs.

Government Reporting Platform screenshot

Soa Bajawa Airport digital presence and official portal for UPBU Kelas III Soa Bajawa.

Soa Bajawa Airport screenshot

Let's work together

Need infrastructure or AI that holds up in production, or a team trained to run it?

I take on consulting projects, corporate and BNSP training, and research collaboration. Tell me what you are building.

Email meLinkedInLSPKu
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