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Rica Liu
Junior investment analyst specializing in private equity, capital markets, and financial modeling
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About
Capital Markets Associate at Dark Alpha Capital who combines AI tools, Python, and data extraction workflows to scale investor/founder sourcing while freeing up time for relationship building. Stands out for generating hundreds of investor contacts in a week, cutting reporting time by 80%, and using personalized, mandate-driven outreach plus structured follow-up to move opportunities forward.
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Key Strengths
- AI-assisted high-volume sourcing and research automation
- Built Python-based workflow to extract Apollo contact data
- Generated hundreds of investor contacts in a week
- Reduced reporting process time by 80%
- Personalized outreach tied to investor mandate and industry trends
- CRM-based lead qualification and prioritization
- Trust-building through consultative follow-up and market insights
- Early-stage opportunity assessment around strategic fit and industry tailwinds
- Clear investment memo-style synthesis of growth drivers and risks
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