Waters Works Technology
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Work

Selected Projects and Research

A mix of production-focused engineering, research prototypes, and AI experimentation across LLM systems, computer vision, and simulation design.

RL-GPT

Prototype / Research

Reinforcement learning experiments for GPT-style tuning with custom reward functions.

Lorebook Generator for NovelAI

v1.0 candidate

Wiki-scraper and JSON builder for context-rich lorebook generation.

HowTimeFlies

Pinned project

Visual evolution experiments using computer vision, VQGAN, and CLIP.

PySeas

Alpha refresh 2025

NOAA buoy-cam harvester using computer vision and geospatial filtering to capture ideal sunset footage.

SceneSort Clustering

Beta target Summer 2025

CLIP-powered scene grouping for video and image organization using DBSCAN and HDBSCAN.

WatchMeOS

Under construction

Gesture-first operating shell using pose estimation and fuzzy logic concepts.

density_prompt

Research

Prompt-engineering research on token density and controllable LLM output.

GnomansLand

Public repo

Python simulation and game project.

Professional Profiles

Resume Highlights

  • AI Training Consultant at Outlier, building advanced prompt and model training workflows across mathematical reasoning and transcription quality.
  • Volunteer Co-Organizer and speaker for the Austin Python Meetup community.
  • 130+ technical articles published on AI, analytics, and practical implementation patterns.
  • Data scientist and analyst experience across AIOps adoption, automation, and reporting systems.
  • Classroom and education technology background that informs simulation tools for teachers.