Systems thinker β’ Neural decoder β’ Product builder
I decode brain signals and build AI products. Currently developing Gen-AI solutions at IYKRA while co-founding Mindex Neurotechnology (real-time EEG decoding).
My background: Master's in Medical Systems Engineering, specialized in brain-computer interfaces. I've built ML models that classify brain activity with >60% accuracy (EEG/MEG research at Leibniz Institute for Neurobiology).
I think in systems: Research β Design β Build β Ship
Neural Attention Decoding
MATLAB β’ Machine Learning β’ Signal Processing
Built ML models to classify visual attention shifts from EEG/MEG signals achieving 67-73% accuracy. Implemented spatiotemporal filters and SVM for single-trial decoding of N2pc components.
Professional EEG Monitoring Platform
React β’ Next.js β’ Web Bluetooth β’ DSP
Real-time brainwave analysis system with multi-modal readiness scoring, frequency band visualization, and gamified neurofeedback training protocols for consumer EEG headsets.
AI English Speaking Coach
Next.js β’ Gemini API β’ Groq β’ WebSocket
Scenario-based conversation practice with low-latency voice interaction. Direct browser-to-LLM WebSocket for real-time feedback and AI-powered CEFR-aligned assessment.
Visual Goal Management System
React β’ Cloudflare Workers β’ Durable Objects β’ LLM Agents
Infinite canvas planning tool with node-based architecture. AI-powered smart suggestions, habit analysis, and auto-scheduling using distributed state management.
Real-time Neurofeedback Application
React β’ Chart.js β’ Web Bluetooth β’ Web Audio API
EEG visualization and brain training platform with live signal monitoring, frequency band analysis, session recording, and audio feedback for neurofeedback protocols.
Local LLM Chat Interface
React β’ TypeScript β’ Ollama API
Clean chatbot UI for on-device language model deployment. Features typing indicators, conversation history, and seamless integration with locally-hosted LLMs.
- 𧬠Exploring BCI applications in wellness & neuromarketing
- π€ Shipping Gen-AI products from PRD to production
- π¬ Staying close to neurotechnology research
PhD positions in Neurotechnology β’ BCI collaborations β’ Research partnerships β’ Neurotech startups
π Jakarta, Indonesia

