Projects / Operating artifacts
A structured shelf for project posts, decks, experiments, and selected artifacts.
A1 Firms
An enterprise B2B strategy system that automates the generation of logically flawless consulting reports through user intent-based dynamic prompt expansion and adaptive collaboration between heterogeneous Large Language Models (LLMs).
Developing a 3D coordinate memory system that maps real-world visual impressions into emotion-vector particles, then uses attention, repetition, entropy, and Ebbinghaus-style decay to model intuition.
Conceptualized a physics-inspired edge robotics architecture that treats model activation as vector resonance, gates NPU power accordingly, and counters physical hallucination through 3D volume-based multi-layer verification.
Research & Academia
Designed and built this high-fidelity personal portfolio architecture using Astro, featuring dynamic dark/light mode synchronization, integrated data validation schemas, and an embedded signal curation pipeline.
Developing next-generation micro-batteries via planar interdigitated cell architecture to mitigate electrolyte degradation.
Led independent research on non-invasive glucose monitoring using ultrasonic velocity analysis. Presented as 1st Author at KSNT.
Designed a low-cost evidence system projecting OBD-II data onto a HUD to solve Sudden Unintended Acceleration disputes.
Developed a 1D-CNN and LSTM hybrid model to process environmental and photoluminescence data, achieving 51.4% MSE reduction.
Overcame signal attenuation via Cross-Axis Measurement to precisely identify polymer materials in a blind test.
Fabricated Perovskite Solar Cells and conducted root-cause failure analysis emphasizing precision in nano-scale semiconductor fabrication.
Constructed a robust data pipeline and evaluated ML models to forecast reservoir water levels. Won Best Paper Award at AAiCON 2024.
Fused imaging sensors with deep learning sound localization to identify noise-violating vehicles. Won KOSAF Special Award.
Pivoted business model for a Mobile Reusable Tableware Service targeting the MICE industry. Secured ~4M KRW mock crowdfunding.
Theoretical analysis of electron behavior in crystal lattices, deriving energy levels and investigating Graphene conductivity.
Commercialized a dormant patent into a BLE Beacon-based architecture resolving double-parking conflicts. Won CNU Grand Prize.