A place for building,
thinking, and creating
Systems, research, and ideas shaped by structure and curiosity
A personal archive of systems, research, and creative work — connected by an interest in structure, patterns, and disciplined exploration.
Medical Imaging Research
Vision Transformers for hemorrhage and stroke analysis: detection, segmentation, and outcome-oriented evaluation on non-contrast CT.
Music Production
Original compositions and instrument-led sketches—structured experimentation in rhythm, timbre, and constraint-driven ideas.
Chess Study
Classical analysis and endgame discipline—training pattern recognition, decision quality, and long-horizon thinking.
Technical Notes
Concise writing on systems architecture, ML evaluation, research workflow, and engineering principles.
Contact
Collaboration in research, applied AI, and security/observability systems—plus selected creative projects.