I'm Timotius, an Informatics undergraduate building practical systems across AI agents, computer vision, and IoT.
Currently developing TimePA, a personal AI assistant.
A selection of projects, with my contribution and the current state of each clearly defined.
Connecting a personal assistant to tasks, tools, and a dedicated workspace.
Exploring a visual workspace for Hermes agent profiles through an open-source implementation.
PROJECT WEBSITEA digital mask archive bringing cultural documentation and machine learning together.
WEST KALIMANTAN / FIELD VISITFrom field observations to a detection, tracking, and counting pipeline.
FIELD DOCUMENTATION / THESISPhotos + 21-second videoA connected monitoring and control system for automated misting and ventilation.
Original project photographs are shown where available. Architecture illustrations describe system design, not live runtime activity.
Useful AI starts with understanding the actual problem, then connecting the pieces carefully.
Observe real conditions, clarify requirements, and identify what the available data can support.
Connect models, interfaces, data, and tools into a workflow with a clear purpose.
Test the output, document limitations, and distinguish working features from the next iteration.
I'm Timotius Ekana Tejo Kesuma, an Informatics undergraduate at Universitas Kristen Duta Wacana, currently completing my thesis.
My work spans industrial computer vision, connected devices, web development, and personal AI agents. I enjoy turning an ambiguous requirement into smaller, testable parts.
Connect on LinkedInPT Aerotek Global Inovasi / Beehive Drones
Computer vision development and field data collection in West Kalimantan.Faculty of Business, UKDW
A web-based accreditation system, built in a four-person team around faculty requirements and LAMEMBA standards.For opportunities in AI agent engineering, applied AI, or software development, let's start a conversation.