Curiosity,
put to work.
I connect operations, digital tools, and AI to build useful systems.
A visual study of people, ideas, and evolving systems.
Learn. Connect. Adapt.Notes structure useful systems
Learn. Connect.
Adapt.
A human journey through evolving tools.
Learn
Start close to the source.
Read the records, study the ideas, and listen to the people doing the work. Curiosity begins with context.
Connect
Give information a useful structure.
Bring scattered notes and established systems into a clearer view. Keep every useful detail connected to where it came from.
Build
Turn ideas into practical tools.
Test small changes, combine digital tools with AI assistance, and make repeated work easier to handle.
Review
Keep judgment with a person.
Check what changed, question the result, and adapt. Technology expands the possibilities; human review shapes what is trusted.
The story
Built through
the work.
Jakarta · Operations, systems & applied AI
Business Operations & Technical Lead at PT Gateway Prima Indonusa in Jakarta. Embedded with the business: making old apps and newer apps work together so development and delivery to customers are more effective and efficient, turning legacy systems into fully working, more useful tools. Day work also spans network operations, WiFi mesh, and cloud technology including VPS. Night work is self-taught study across language models, machine learning, and agent systems.
Experience
2025 to Present
Business Operations & Technical Lead
PT Gateway Prima Indonusa · Jakarta
Embedded with a Jakarta operations team, focused on improving the overall technical operation: analyzing how jobs, data, and handovers move day to day, then fixing the friction across internal tools, data pipelines, and legacy apps so operations run steadier and delivery to customers is cleaner and faster
2024 to Present
Consultant
CBG Logistics Indonesia
Advising businesses in trade, logistics, and supply-chain operations across Asia, with focus areas in India and Australia
2023 to 2025
Operations Coordinator & Systems Builder
Industry · Jakarta
Ran daily operations across multiple modes and modernized legacy workflows into fully effective systems
2022 to 2023
Operations Officer
Industry · Jakarta
Handled documentation and daily coordination
Education, credentials & coursework
Education
2019 to 2021
Bachelor of Commerce, Supply Chain Management
Australia
Scholarship recipient
2018 to 2019
Bachelor of Science, Information Systems (Data Analytics Engineering)
United Kingdom
1st year
2016 to 2018
Diploma, Business Administration (Supply Chain Management)
Singapore
Scholarship recipient
2015 to 2016
Ontario Secondary School Diploma
Malaysia
International scholarship award
Credentials & coursework
2025
Building LLM Applications
Algoritma Data Science School
2025
Career Essentials in Generative AI
Microsoft & LinkedIn
2025
Introduction to Artificial Intelligence
LinkedIn Learning
2025
Data Engineer Associate
DataCamp
2025
Certified Professional in Logistics Management
ISCEA
2025
Certified Supply Chain Analyst
ISCEA
2025
PMI Project Management Ready
PMI
2024
Google Project Management
Google
2024
Business Foundations
University of Pennsylvania
ongoing
Self taught coursework across papers, lectures, evals
Open notebook
How I work
Think in layers.
Build with intent.
A useful idea needs context, a practical test, and evidence to carry it forward. I learn from the result and refine the next step.
Learn
Start with original sources, observations, and the people doing the work. Organize facts, assumptions, and open questions before deciding what needs to change.
Experiment
Connect theory with a small, practical trial. Use AI to draft alternatives and challenge a first answer. Keep estimates separate from measured results, then compare the expectation with what happens.
Validate
Check structure, then verify claims against original sources. Model agreement is not proof. Human review and judgment stay part of the workflow before a result is applied, and feedback shapes the next iteration.
Geralcus R&D Lab
Side projects & lab notes.
My personal lab for side projects, supply chain experiments, and applied AI. I share what I build and learn at ggcd.tech.
Have a problem
worth exploring?
Open to collaboration on practical tools, workflows, and applied AI.
Based in Jakarta. CV shared directly by email on request.