Full-stack across AI features, backend reliability, and the interfaces that ship them. The pattern: pick the smallest model that works, wrap it with eval-gated contracts, and build a UI that admits when the model is uncertain.
Primary Stack
Python + Go + TypeScript
AI/Data Stack
PyTorch + Pandas + PostgreSQL/pgvector
Framework Stack
React + FastAPI + Next.js
[ 01 // SIGNALS ]
What actually breaks when LLM features hit real users: eval patterns, latency budgets, and the integration work that doesn't fit on a slide.
Open Signals[ 02 // PROJECTS ]
PX-01 / DATA INFRASTRUCTURE
S3 recovery workflow
A command-line data backup tool that backs up data to Amazon S3, verifies archive manifests, and gives operators a repeatable recovery path from terminal workflows.
Durable backup automation with agentic oversight
PX-02 / CREATIVE ENGINEERING
Live narrative system
A visual environment transforming telemetry streams into evolving geometric compositions with adjustable narrative pacing.
Telemetry choreography
PX-03 / INTERACTION PLATFORM
Product surface architecture
A spatial UI shell where depth shifts and controlled transitions reveal complexity progressively.
Progressive disclosure
[ 03 // ARTIFACTS ]
Each entry: what shipped, the choices behind it, and the outcome that mattered.
Open ArtifactsPF-01 / AI EXPERIENCE
A product interface for orchestrating retrieval, tools, and review checkpoints with clear state transitions and human-in-the-loop controls.
Outcome Improved task completion speed and reduced operator error through deterministic UX patterns.
PF-02 / FRONTEND SYSTEM
A component architecture for high-speed delivery of AI-facing UI surfaces, focused on accessibility, streaming responses, and interaction consistency.
Outcome Accelerated feature iteration while preserving UI quality and predictable behavior.
PF-03 / BACKEND INFRASTRUCTURE
An event-driven backend foundation with queue orchestration, idempotent handlers, and observability-first APIs designed for production reliability.
Outcome Stabilized runtime performance under spiky model and request workloads.
[ 04 // RESONANCE ]
Resonance is the creative channel for original tracks, sound design, procedural visual studies, and audio-reactive experiments.
RS-01 / MUSIC SYSTEM
A cinematic electronic track set shaped from modular synth layers, pulse-sequenced bass, and reactive visual cues.
Music Production
2026
RS-02 / SOUND DESIGN
Ambient textures and glitch percussion generated from processed machine hum, room tone, and resampled interface sounds.
Sound Design
2025
RS-03 / DIGITAL ART
A procedural visual series built from layered noise fields, geometric masks, and palette transitions tuned to music timing.
Generative Visuals
2026
[ 05 // TECHNICAL ]
Rendering, interaction, AI behavior, and deployment all live as explicit layers. The visual side can be ambitious without dragging reliability with it.
Open Technical[ Rendering Layer ]
Three.js scene composition with custom GLSL materials, noise displacement, and device-aware quality tiers.
[ Interaction Layer ]
GSAP ScrollTrigger choreography, cinematic route transitions, and reduced-motion fallback paths.
[ Runtime Layer ]
Typed contracts across interface state, tool boundaries, queue orchestration, and production observability.
[ 06 // ORIGIN ]
Origin is the perspective layer: prompts as contracts, models as subsystems, and what a good build conversation actually looks like.
Role
AI-Native Full-Stack Developer
Focus
Frontend Experience + Backend Reliability
Operating Mode
Product-first, systems-minded execution