• Developed sector-level investment theses, for a US-based, tech-focused VC fund including market sizing, trend analysis, and competitive mapping across multiple technology verticals. • Sourced and evaluated early- and growth-stage startups through proprietary research, founder outreach, and alternative sourcing channels, contributing to consistent deal flow expansion. • Currently working with a Private Equity client on in-depth industry whitepapers, analyzing sector dynamics, growth drivers, competitive intensity, and long-term investment attractiveness.

• Developed credit risk model evaluating customer creditworthiness using employer financial health, financial metrics, and industry benchmarks to categorize employers (SUPER A, CAT A, CAT B), optimizing credit allocation. • Conducted comprehensive financial health assessments of multiple companies for creditworthiness evaluation and categorization.