Managed a human capital project focused on staffing system standardization, long-term incentives design, hiring process streamlining, and labor market segment adjustment

Engaged in 3 projects serving non-profits in the Chicagoland area, introducing change that includes inventory digitalization, marketing campaign design, and land trust initiation

▪ Market Analytics: visualized ARPU and churn trends in 405 dealers with 12,000+ transactions to identify high potential channels for a streaming provider client, developing partnership prioritization strategies to increase monthly sales by 8% ▪ Commercial Due Diligence: projected a broadband provider's five-year penetration growth in 70+ markets by analyzing the product mix, pricing, and expansion plans of 20+ competitors, supporting the firm in raising $60M+ in debt funding ▪ Data Center Strategy: identified capacity and networking inefficiencies across 23 data centers for a broadband provider, recommending infrastructure upgrades and integrated management solutions that delivered $13M in annual cost savings

▪ Engaged in 4 projects serving banks, financial leasing companies, and mutual funds.▪ Undertook workstreams that involved incentive plan design, performance data analysis, market research, and workstream optimization.

▪ Constructed 16 discounted cashflow valuation models for multifamily, office, and industrial properties, projecting both rent-roll and redevelopment scenarios▪ Led a research project to determine emerging life science innovation districts, analyzed 5 markets with $85B venture capital and 1.6M sqft of R&D lab space, adding a 27-page report to the fund's knowledge base