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 5.11 |
| Profitability | Shorts Won 0/0 0% | Standard Deviation $304,750.62 |
| Average Win $129,919.23 | Best Trade (Aug 05) $4.42M | Sharpe Ratio -15.97 |
| Average Loss -$39,339.64 | Worst Trade (Aug 19) -$782,345.94 | Z-Score 2.55 (98.93%) |
| Commissions $0 | Avg. Trade Length 8m 2w 6d | Expectancy $63,501.19 |
| Loss Size | 100% | 90% | 80% | 70% | 60% | 50% | 40% | 30% | 20% | 10% |
| Probability of Loss | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% | <0.01% |
| Consecutive Losing Trades | 4,329 | 3,896 | 3,463 | 3,030 | 2,597 | 2,165 | 1,732 | 1,299 | 866 | 433 |
| Symbol | Quantity | Cost | Value | Comm. | Profit ($) | Gain (%) | Change |
|---|---|---|---|---|---|---|---|
AAPL Apple Inc. | 29,364 | $6.16M | $9.07M | - | $2.91M | 47.21% | -7.354% |
ABBV AbbVie Inc. | 9,159 | $1.71M | $2.3M | - | $590,249.71 | 34.56% | -2.513% |
AEP American Electric Power Company, Inc. | 2,586 | $272,321.65 | $330,620.1 | - | $58,298.45 | 21.41% | +0.055% |
AGG iShares Core U.S. Aggregate Bond ETF | 3,940 | $393,526.81 | $383,637.8 | - | -$9,889.01 | -2.51% | -0.256% |
AMAT Applied Materials, Inc. | 379 | $274,017 | $192,406.93 | - | -$81,610.07 | -29.78% | +1.176% |
AMD Advanced Micro Devices, Inc. | 3,412 | $1.13M | $1.62M | - | $493,021.05 | 43.57% | -1.904% |
AMZN Amazon.com Inc | 23,594 | $5.18M | $6.41M | - | $1.22M | 23.61% | +15.321% |
ANET Arista Networks, Inc. | 3,310 | $562,303 | $596,958.53 | - | $34,655.53 | 6.16% | +5.456% |
APD Air Products and Chemicals, Inc. | 764 | $215,493.24 | $225,295.97 | - | $9,802.73 | 4.55% | -1.769% |
AVGO Broadcom Inc. | 8,642 | $2.68M | $3.36M | - | $683,268.86 | 25.49% | +0.371% |
AXP American Express Company | 1,207 | $390,092.54 | $405,853.75 | - | $15,761.21 | 4.04% | -0.376% |
BAC Bank of America Corporation | 39,202 | $1.87M | $2.43M | - | $562,185.02 | 30.12% | +0.356% |
BLK BlackRock, Inc. | 2,498 | $2.62M | $2.72M | - | $102,767.29 | 3.92% | -0.727% |
BND Vanguard Total Bond Market Index Fund | 8,150 | $600,283.08 | $588,674.5 | - | -$11,608.58 | -1.93% | -0.262% |
BNY BlackRock New York Municipal Income Trust | 1,595 | $230,653 | $249,346.35 | - | $18,693.35 | 8.1% | +0.16% |
BRK-B Berkshire Hathaway Inc. | 2,686 | $1.32M | $1.37M | - | $58,140.78 | 4.42% | +0.365% |
CAT Caterpillar Inc. | 540 | $226,068.15 | $439,997.4 | - | $213,929.25 | 94.63% | +0.701% |
CDNS Cadence Design Systems, Inc. | 5,464 | $1.68M | $1.86M | - | $174,137.19 | 10.34% | +2.163% |
CME CME Group Inc. | 1,667 | $457,168.07 | $446,405.95 | - | -$10,762.12 | -2.35% | +0.213% |
CMI Cummins Inc. | 3,298 | $1.1M | $2.09M | - | $987,652.04 | 89.47% | +0.193% |