Cedric Sebastian
Undergraduate Researcher @BINUS University
Jakarta, Indonesia
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I'm a Computer Science undergraduate at BINUS University, focused on machine learning, reinforcement learning, and agentic AI. I previously contributed to undergraduate research on reinforcement learning and continue developing AI systems for research, Agentic AI agents, and software for developer and technical education.
I co-authored a paper published in Procedia Computer Science (2026) on dynamic pricing for electric vehicle charging stations. Our research modeled stochastic demand, queueing dynamics, and capacity constraints, comparing a Double Deep Q-Network (Double DQN) pricing policy against rule-based strategies. In our simulations, Double DQN achieved over 30% higher average revenue than the strongest rule-based baseline. My projects include Learning Agent ADK (Kythe), built with Google's Agent Development Kit and Gemini, which conducts iterative research, evaluates generated content through deterministic quality checks, and produces structured learning materials. I'm also developing Arahin-AI, which focuses on curriculum extraction, diagnosing student misconceptions, and targeted learning remediation.
As an Organizer @ GDG Live Indonesia, I help organize developer events and learning initiatives, including JuaraVibeCoding. Previously, I contributed to AI/ML technical curriculum development at GDG On Campus BINUS University Online. I've spoken at DevFest Cloud Jakarta 2025, presenting Stack of Sense: Solving Real Problems with Google's GenAI, and at Build with AI Jabodetabek × JuaraVibeCoding 2026, sharing Pitch & Monetize AI Product Feasibly. I also spoke at AInnovate 2026, contributing to discussions on AI and technical learning.
Research: https://doi.org/10.1016/j.procs.2026.08.301
GitHub: https://github.com/Cedsbstn
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Stack of Sense: Solving Real Problems with Google's GenAI
We all know AI is a big deal, but how do you actually put it to work? This session is your practical guide. We'll walk you through solving a real-world business challenge, step by step. Think of Google AI Studio as our creative sandbox for rapid-fire ideas, and Vertex AI as the toolkit we use to build a solid, professional solution. You'll leave not just inspired, but with a clear roadmap to do it yourself.
DevFest Cloud Jakarta 2025 User group Sessionize Event
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