Seasoned operating executive and investor focused on fintech and consumer technology, with repeated roles in growth-stage product strategy, business development and go-to-market execution. Mai Ly Kwan has led cross-functional teams, sourced and advised early-stage investments, and worked with corporates on partnerships and M&A. Market-oriented strategist known for scaling revenue and product adoption across digital platforms.
Seasoned operating executive and investor focused on fintech and consumer technology, with repeated roles in growth-stage product strategy, business development and go-to-market execution. Mai Ly Kwan has led cross-functional teams, sourced and advised early-stage investments, and worked with corporates on partnerships and M&A. Market-oriented strategist known for scaling revenue and product adoption across digital platforms.
Operator-driven investor focused on growth-stage fintech and consumer technology, combining product strategy and go-to-market expertise to underwrite revenue-first scale opportunities. Prefers concentrated, active stakes with follow-on reserves, backing founder-led teams that demonstrate unit-economics improvement and repeatable customer acquisition. Capital allocation favors businesses with clear monetization levers, pathway to strategic exit or IPO, and KPI-driven risk controls over a multi-year growth horizon.
Operator-driven investor focused on growth-stage fintech and consumer technology, combining product strategy and go-to-market expertise to underwrite revenue-first scale opportunities. Prefers concentrated, active stakes with follow-on reserves, backing founder-led teams that demonstrate unit-economics improvement and repeatable customer acquisition. Capital allocation favors businesses with clear monetization levers, pathway to strategic exit or IPO, and KPI-driven risk controls over a multi-year growth horizon.
| Trades 395 | Longs Won 240/395 60% | Profit Factor 5.01 |
| Profitability | Shorts Won 0/0 0% | Standard Deviation $318,070.21 |
| Average Win $132,519.67 | Best Trade (Oct 23) $3.94M | Sharpe Ratio -14.59 |
| Average Loss -$40,954.91 | Worst Trade (Oct 26) -$739,284.55 | Z-Score 3.92 (100%) |
| Commissions $0 | Avg. Trade Length 9m 2w 4d | Expectancy $64,447.36 |
| Loss Size | 100% | 90% | 80% | 70% | 60% | 50% | 40% | 30% | 20% | 10% |
| Probability of Loss | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% |
| Consecutive Losing Trades | 4,167 | 3,750 | 3,333 | 2,917 | 2,500 | 2,083 | 1,667 | 1,250 | 833 | 417 |
| Symbol | Quantity | Cost | Value | Comm. | Profit ($) | Gain (%) | Change |
|---|---|---|---|---|---|---|---|
AAPL Apple Inc. | 29,364 | $6.16M | $10.08M | - | $3.91M | 63.53% | -1.317% |
ABBV AbbVie Inc. | 9,159 | $1.71M | $2.62M | - | $912,371.74 | 53.41% | +0.165% |
AEP American Electric Power Company, Inc. | 2,586 | $272,321.65 | $334,214.64 | - | $61,892.99 | 22.73% | -0.347% |
AGG iShares Core U.S. Aggregate Bond ETF | 3,940 | $393,526.81 | $378,456.7 | - | -$15,070.11 | -3.83% | +0.099% |
AMAT Applied Materials Inc. | 379 | $274,017 | $148,118.88 | - | -$125,898.12 | -45.95% | +3.599% |
AMD Advanced Micro Devices Inc. | 3,412 | $1.13M | $1.81M | - | $681,602.32 | 60.23% | +2.831% |
AMZN Amazon.com Inc | 23,594 | $5.18M | $5.87M | - | $689,719.36 | 13.31% | +0.381% |
ANET Arista Networks Inc. | 3,310 | $562,303 | $592,456.9 | - | $30,153.9 | 5.36% | +3.841% |
APD Air Products and Chemicals Inc. | 764 | $215,493.24 | $234,945.28 | - | $19,452.04 | 9.03% | +0.12% |
AVGO Broadcom Inc. | 8,642 | $2.68M | $2.86M | - | $177,279.76 | 6.61% | +2.813% |
AXP American Express Company | 1,207 | $390,092.54 | $379,408.38 | - | -$10,684.16 | -2.74% | +0.358% |
BAC Bank of America Corporation | 39,202 | $1.87M | $1.99M | - | $124,102.67 | 6.65% | +0.425% |
BLK BlackRock, Inc. | 2,498 | $2.62M | $2.83M | - | $208,682.47 | 7.96% | +1.3% |
BND Vanguard Total Bond Market ETF | 8,150 | $600,283.08 | $580,932 | - | -$19,351.08 | -3.22% | +0.112% |
BNY Bank of New York Mellon Corp. | 1,595 | $230,653 | $235,525.66 | - | $4,872.66 | 2.11% | +1.649% |
BRK-B Berkshire Hathaway Inc. | 2,686 | $1.32M | $1.47M | - | $152,499.96 | 11.59% | +0.826% |
CAT Caterpillar Inc. | 540 | $226,068.15 | $375,240.6 | - | $149,172.45 | 65.99% | +1.148% |
CDNS Cadence Design Systems, Inc. | 5,464 | $1.68M | $1.79M | - | $106,165.04 | 6.31% | +3.504% |
CME CME Group Inc. Class A Common Stock | 1,667 | $457,168.07 | $512,202.42 | - | $55,034.35 | 12.04% | +0.507% |
CMI Cummins Inc. | 3,298 | $1.1M | $1.73M | - | $622,893.21 | 56.42% | +1.198% |