Veteran venture investor and operator focused on technology and growth-stage equity, with experience in sourcing and scaling SaaS and marketplace companies. David Lee has led early and follow-on rounds, advised founders on go-to-market and capital strategy, and served on multiple private company boards. Known for analytical diligence and sector specialization, works with institutional LPs and co-investors to structure rounds and exits, emphasizing unit economics and scalable go-to-market motion.
Veteran venture investor and operator focused on technology and growth-stage equity, with experience in sourcing and scaling SaaS and marketplace companies. David Lee has led early and follow-on rounds, advised founders on go-to-market and capital strategy, and served on multiple private company boards. Known for analytical diligence and sector specialization, works with institutional LPs and co-investors to structure rounds and exits, emphasizing unit economics and scalable go-to-market motion.
Focuses on growth-stage technology equities, prioritizing SaaS and marketplace businesses with clear unit economics and scalable go-to-market engines. Deploys capital through lead and follow-on rounds, structuring syndicates with institutional LPs and co-investors to optimize dilution and exit optionality. Prefers repeatable revenue models, margin expansion path and data-driven KPIs. Active board engagement and operational playbook drive commercialization, unit-level profitability and disciplined capital allocation across multi-year horizons.
Focuses on growth-stage technology equities, prioritizing SaaS and marketplace businesses with clear unit economics and scalable go-to-market engines. Deploys capital through lead and follow-on rounds, structuring syndicates with institutional LPs and co-investors to optimize dilution and exit optionality. Prefers repeatable revenue models, margin expansion path and data-driven KPIs. Active board engagement and operational playbook drive commercialization, unit-level profitability and disciplined capital allocation across multi-year horizons.
| Trades 20 | Longs Won 16/20 80% | Profit Factor 6.32 |
| Profitability | Shorts Won 0/0 0% | Standard Deviation $5.82M |
| Average Win $4.66M | Best Trade (Mar 31) $19.9M | Sharpe Ratio -3.99 |
| Average Loss -$2.95M | Worst Trade (Mar 30) -$8.61M | Z-Score 0.07 (5.91%) |
| Commissions $0 | Avg. Trade Length 10m 1d | Expectancy $3.14M |
| Loss Size | 100% | 90% | 80% | 70% | 60% | 50% | 40% | 30% | 20% | 10% |
| Probability of Loss | <0.01% | <0.01% | <0.01% | <0.01% | 0.02% | 0.13% | 0.75% | 3.28% | 11.78% | 36.43% |
| Consecutive Losing Trades | 19 | 17 | 15 | 13 | 11 | 9 | 7 | 6 | 4 | 2 |