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.
Moving beyond surface-level metrics to find the signal in the noise.
Technical projects at the intersection of music information retrieval, NLP, and advanced streaming analytics.
Strategic streaming analytics and brand health audits for independent artists. Major-label insights without the gatekeepers.
A curated collection of culinary experiences, from hidden gems to industry staples. Reviews and rankings coming soon.
Frame-off restoration of a 1978 Chevy K10. Build logs and photo galleries in progress.
A miscellaneous collection of photography, quick thoughts, and code experiments. Coming soon.
Technical projects bridging the gap between data science, NLP, and music industry analytics.
Interactive platform analyzing US Spotify charts to track cultural sentiment and trend shifts using advanced NLP methodologies.
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.
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.
A miscellaneous collection of code experiments, predictive models, and cultural forensics.
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.
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.
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.
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.
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.
For professional inquiries, collaborations, or sandwich recommendations.