Candelite, also known as Cannel Coal — high quality coal that burns like a candle, brightens its surroundings.
From local LLM architectures to post-scarcity frameworks, I believe in ceaseless thinking and continuous attempt.
The world has grown too complex for any single lens. Fields once considered unrelated now converge, and it is precisely at these intersections that the most unexpected insights, and occasionally paradigm shifts, tend to emerge.
My aim is to find out hidden frustration within the society and bring Systematic Improvements. Ideas cannot manifest without hands.
Local LLM
Building and experimenting with locally-hosted language models — exploring inference optimization, fine-tuning workflows, and privacy-first AI architectures.
Applied Philosophy
Applying philosophical frameworks to everyday phenomena — extracting structure from ambiguity and questioning assumptions that shape how systems are built.
Policy Analysis
Data-driven evaluation of public policy — using spatial analysis and behavioral data to measure real-world impact and uncover patterns.
NYPD Policy Analysis
Spatial data analysis for NYPD policy evaluation — geographic patterns to explain behavioral outcomes and validate policy impact.
Candelite CMS
Content management system designed to surface hidden frustrations and bring systematic improvements through structured knowledge.
High School Web Contest
Competitive web development project from high school era — foundational experience in frontend design and rapid prototyping.