Jackson Bull

Bridging Logic and Life • Senior Data Strategist • Builder • Cultivator

I uncover the "why" behind audience behavior by day and explore the mechanics of the physical world by night. Whether it's a 12-hour brisket smoke, a K10 engine rebuild, or a high-volume streaming model, my focus remains the same: structural integrity and creative evolution.

The Intersection of Curiosity

Moving beyond surface-level metrics to find the signal in the noise.

Music Data Projects

Technical projects at the intersection of music information retrieval, NLP, and advanced streaming analytics.

Python NLP Vite

IndieData Consultancy

Strategic streaming analytics and brand health audits for independent artists. Major-label insights without the gatekeepers.

Strategy Forecasting

Notable Bites

A curated collection of culinary experiences, from hidden gems to industry staples. Reviews and rankings coming soon.

Coming Soon

K10 Restoration

Frame-off restoration of a 1978 Chevy K10. Build logs and photo galleries in progress.

Mechanics Restoration

Curiosities

A miscellaneous collection of photography, quick thoughts, and code experiments. Coming soon.

Coming Soon
Music Data Projects

Technical projects bridging the gap between data science, NLP, and music industry analytics.

SKILLS MATRIX

Python
SQL
GenAI (LLMs/RAG)
Snowflake
AWS
Machine Learning
NLP
Forecasting
Tableau
Git

PROJECT SHOWCASE

Spotify Cultural Trend Analyzer

NLP / Data Visualization

Interactive platform analyzing US Spotify charts to track cultural sentiment and trend shifts using advanced NLP methodologies.

React/Vite FastAPI NLP
[ LIVE PROJECT ↗ ]
DOWNLOAD RESUME
Notable Bites

A systematic curation of favorite restaurants and notable culinary experiences.

[ CONTENT COMING SOON ]

From neighborhood staples to world-class dining, these are the tables that left an impression. Check back soon for the full collection.

Chevy K10 Build

Frame-off restoration of a classic square body Chevrolet. From rust bucket to road warrior.

[ RESTORATION IN PROGRESS ]

Frame-off restoration is a marathon of patience and precision. Full build log and photo gallery coming soon.

Curiosities

A miscellaneous collection of code experiments, predictive models, and cultural forensics.

AI Morning Blueprint

Automation / GenAI / Cloud

A hyper-personalized coach delivering context-aware morning pep talks at 7:00 AM ET. The system integrates with the Fitbit API to track physical momentum (weight loss, strength goals) and scans active projects to synthesize daily identity anchors. Leveraging Google Cloud Functions and persistent token storage in GCS, it operates as a fully autonomous feedback loop. Messages are dispatched via a Google Fi Email-to-SMS gateway, appearing as native notifications on my Pixel.

Morning Blueprint // 07:00 AM ET

Gemini 2.0 Flash Python Google Fi Gateway
[ STATUS: ACTIVE • 7:25 AM ET DAILY ]
CHARTMETRIC // HMC

How Music Charts // Podcast

Media / Speaking

A deep dive with Chartmetric into the mechanics of hit-making, the evolution of satellite radio, and the transition from broadcast intuition to data-driven strategy.

Chartmetric Industry Insights
[ LISTEN TO EPISODE ↗ ]
B-LINK // NODE-01

The B-Link Home Lab

Home Server / Linux / Hardware

Repurposing a B-Link computer into a private, headless home server. This node serves as the backbone for local data experiments, hosting private tools and providing a sandbox for low-level system administration and network management.

Ubuntu Server Docker SSH Homelab
Programmed Danger Zone Visualization

The Programmed Danger Zone

Predictive Modeling / Streaming Logic

An exploration into the "mathematics of decay" for high-volume music releases. By identifying the 60-80% consumption cliff, this model predicts which frontline tracks will transition into catalog anchors versus those destined for total attrition. It moves beyond raw stream counts to map the structural integrity of a song's lifecycle.

Forecasting Lifecycle Mapping Excel/VBA
Catalog Halo Visualization

Cultural Forensic Reports

Digital Archeology / Catalog Halo

Mapping the "ripple effect" of viral moments across legacy catalogs. This research tracks how a single TikTok-driven surge (e.g., Alex Sampson's 'Pretty Baby') creates a multi-week halo effect, revitalizing deep-catalog tracks with spikes as high as +284% WoW. A study in audience migration and discovery mechanics.

Audience Migration Data Visualization Catalog Strategy
Establish Contact

For professional inquiries, collaborations, or sandwich recommendations.