Case Studies & Strategic Impact
Apr 10,2024
01 | AI-Powered Asset Intelligence (NBC)
Friction: Creative teams were losing thousands of hours to manual tagging and "dark data" silos, making content nearly impossible to retrieve.
Strategy: Deployed an AI-driven transcription and facial recognition layer to automate metadata injection and content discovery.
Result: Reduced asset search time from hours to seconds. Outpaced a year-long internal corporate initiative by delivering a functional prototype in just 90 days.
02 | The Middleware "Bridge" (NBC/Frame.io)
Nov 15, 2023
Friction: A global platform rollout threatened to "flatten" complex legacy folder structures, risking massive operational data loss and broken workflows.
Strategy: Engineered a custom middleware script to reconstruct proprietary metadata schemas via API calls, bridging the gap between legacy storage and cloud collaboration.
Result: Achieved 100% data integrity during migration and a 95% team adoption rate within the first quarter.
Stack: API Integration, Custom Middleware, Frame.io, Post-Production Workflow.
03 | The 13-Hour Bottleneck (NBC)
Nov 15, 2023
Friction: Ad approval averaged 13 hours per spot, causing missed revenue on short-lead orders and frequent on-air manual errors.
Strategy: Reframed the project from "software cost" to "revenue recovery." Implemented automated triggers and an integrated system to scale output without increasing headcount.
Result: Reduced approval windows by 70% and unlocked high-velocity revenue previously impossible to capture.
Stack: Workflow Automation, Business Process Mapping, Revenue Operations.
Friction: Seven distinct departments at NBC operated in silos with conflicting priorities, redundant tools, and no cohesive branding model.
Strategy: Established a "Single Source of Truth" by gaining consensus on a unified Taxonomy across all 7 teams and leading a phased Agile implementation.
Result: Consolidated operations reduced costs by 13% and cut CapEx/licensing fees by 17% through tool centralization.
Stack: Agile Methodology, Taxonomy Design, Enterprise Resource Planning (ERP).
Apr 10,2024
04 | Unifying Silos (Campaign Management)
04 | Unifying Silos (Campaign Management)
Sept 3, 2023
05 | The Financial "Single Point of Truth" (NBC)
Friction: The Marketing and Digital Department’s financial tracker was fragmented across disconnected sheets and apps. Teams were forced into redundant manual entry, while a dedicated auditor was required full-time just to catch and correct human errors.
Strategy: Taking the initiative after identifying these systemic delays, I led stakeholder discovery sessions to map cross-departmental requirements. I engineered a centralized application that synchronized data from external systems, featuring real-time validation, informational pop-ups to guide users, and automated escalation alerts for executive signoffs.
Result: Eliminated the need for a dedicated manual auditor and reduced entry time by 85%. The solution established a "single point of truth," ensuring immediate data availability and 100% elimination of duplicate entries.
Stack: API Integration, Microsoft Power Platform, Custom Middleware, Financial Workflow Automation.
04 | Unifying Silos (Campaign Management)
Friction: Managing 50+ high-stakes environments where technical failure directly impacted human performance and real-time assessment.
Strategy: Applied a "Master Control" mindset—standardizing SOPs, implementing redundant signal paths, and executing 3x stress tests for peak load capacity.
Result: Maintained a near-zero failure rate during high-volume events; transformed a reactive support model into a proactive strategic operation.
Stack: Infrastructure Redundancy, SOP Development, SLA Management.
06 | The Mission-Critical Hub (Operational Reliability)
Apr 10,2024
04 | Unifying Silos (Campaign Management)
Friction: Manual, tape-based workflows caused data fragmentation and required hundreds of man-hours for simple program re-packaging.
Strategy: Orchestrated a "Seamless Architecture" using Microsoft BizTalk to bridge scheduling and post-production. Implemented a four-tier automated archiving system (IMX50 to LTO).
Result: Eliminated redundant data entry and enabled "Software-Defined Re-Packaging," allowing for automated program stitching and 3x faster file transfers.
07 | The Digital Transformation (PBS)