You don’t have the bandwidth to manage another hire who stops at "I opened a vendor ticket." You need someone who takes complex delivery completely off your plate. Whether untangling legacy data architectures or diagnosing pipeline stalls 48 hours before payroll cutoff, I step in as your autonomous technical lead—commanding the trust of 1,400 field reps and safeguarding $250M+ in incentives so issues never escalate to your desk.
Zero payroll disruption across high-pressure month-end and quarter-end close cycles.
Governing global territory rules with individual payouts of $150k–$250k.
Traced complex pipeline error and deployed tested production fix over a weekend.
Unified customer master data across 200 systems, supporting $10M in incremental sales.
Hiring managers evaluate technical depth, crisis handling, vendor negotiation, and cross-team leadership. Click any of the 9 masterclasses below to see exactly how I think and execute.
How our team resolved an enterprise failure where 1,400 sales reps appeared unassigned in Tableau, isolated a vendor date bug, and deployed to production in 48 hours.
Diagnosing why European teams experienced delays with a new system, and how replacing a 3-team spreadsheet handoff with a 1-team process restored user trust.
How we partnered with IT leadership and vendor engineering to build and deploy an alternate high-capacity export tool when a mandatory update capped reports at 10,000 rows.
A 3-phase journey: starting with urgent geo-proximity reports, partnering with vendors on map pin interfaces, and exploring natural language AI tools for sales routing.
Leading integration testing across HR, MDM, landing tables, and downstream sales systems using Jira and qTest to ensure flawless release milestones.
Collaborating with teams at Eaton Corporation to consolidate customer data across 200 disparate ERPs into Oracle Customer Data Hub, supporting $10M in incremental sales.
How I designed 30+ scenario testing matrices over 3 weeks during an MDM cloud migration, guiding leadership to pause an unready 1-week cutover and avoid downstream reporting chaos.
The diagnostic framework I use with Commercial Operations and Finance executives to clarify true requirements, define edge cases, and give developers watertight stories.
How I mentor junior analysts in data auditing and collaborate daily with offshore development partners, using structured coaching to cut defect cycles in half.
Over 14 years across MedTech and Global Manufacturing, I have partnered with cross-functional teams to tackle high-pressure system breakdowns. Here is what we faced and how we solved them.
During quarter-end close, sales reps appeared unassigned in Tableau reports. Commission payouts ($150k–$250k per rep) were delayed, creating panic across sales and finance while technical teams investigated root causes.
Aligned engineering and data teams to audit data lineage across 5 systems. Caught an ETL vendor date-logic bug, drove a production hotfix within 48 hours, and guided a weekend backdated data reload to protect Monday payroll.
A vendor software update suddenly capped report exports at 10,000 records. Operations teams were blocked because quarterly sales territory realignments required updating hundreds of thousands of records at once.
Documented business requirements with IT leadership and worked with the vendor to design an alternative high-volume mass export feature. Tested the new workflow and led training sessions so global operations teams could continue on schedule.
After launching a new seller hierarchy system across Europe, user adoption stalled. Field teams found updates frustrating and delayed, even though the software itself was technically working as intended.
Met with regional teams to review their daily process. Discovered updates were delayed because 3 separate teams were manually passing spreadsheets. Redesigned the operating model into a 1-team direct entry workflow, cutting delays and restoring user trust.
During an enterprise cloud migration of Master Data Management (MDM), Future Effective Dating rules broke across test feeds. Project timelines pushed for a quick 1-week test cycle that risked releasing major defects into production.
Collaborated with project leadership to establish a thorough 3-week test plan with 30+ scenario permutations. Validated all critical edge cases with engineering and business stakeholders, ensuring a smooth and zero-defect cloud launch.
A visual walkthrough of the data architecture supporting Boston Scientific's global commercial sales compensation.
Most analysts only inspect the final dashboard. When data discrepancies occurred, our team audited the intermediate landing tables directly, proved where records stalled between ETL and MDM, and held vendor engineers accountable to exact date-filter logic.
We aren't stopping at static dashboards. We mapped foundational data requirements to support future Agentic AI territory routing, enabling commercial managers to query optimal rep proximity using simple natural language.
Equipped to drive results immediately across complex, regulated technology environments.