Portfolio risk & attribution
Concentration, exposure, drawdown, performance relative to the benchmark performance, and the decisions that created or reduced risk.
Portfolio management
An ongoing record of what we bought, why we bought it, and what we learned. Explore the current holdings, compare the portfolio with the S&P 500 through SPY, and review the research process and market outlook behind the decisions.

A living investing journal with individual position theses, benchmark context, market outlooks, and honest investment review.
Concentration, exposure, drawdown, performance relative to the benchmark performance, and the decisions that created or reduced risk.
Portfolio Vs Market
Benchmark Snapshot
This section now reads the same position set used across the rest of the site, so the return, exposure mix, and benchmark view stay aligned with the latest delayed Yahoo Finance prices.
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Current Positions
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Loading...We own Twilio as a turnaround plus platform story where improving margins and cleaner execution could change how the market values the business.
The setup still looks interesting because sentiment remains mixed while management tries to turn scale into durable profitability.
Main risks are heavy competition, carrier fee pressure, a richer valuation after the recent rise, and the chance that growth cools from current levels.
This is more of a platform rerating and free cash flow story than a cheap stock story, so the multiple only holds if Twilio sustains cleaner growth and margin expansion.
We would get less constructive if organic growth fades, customer expansion weakens, or AI and software products fail to translate into a higher quality revenue mix.
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Loading...UnitedHealth gives the portfolio a steadier, higher quality healthcare compounder to balance more volatile technology and turnaround names.
It adds resilience without giving up scale, profitability, or lasting compounding potential.
Main risks are regulatory pressure, medical cost trends, and whether recent margin gains can translate into durable growth rather than just a temporary rebound.
UNH reads more like a quality compounder recovery than a value idea, with upside tied to margin normalization and the market regaining confidence in earnings durability.
We would grow more cautious if medical costs worsen again, regulatory pressure intensifies, or Optum and insurance execution stop supporting the recovery path.
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Loading...We view AMD as a high quality semiconductor business with room to keep gaining share across data center and AI compute.
The market still focuses more heavily on the category leader, which leaves room for rerating if execution stays strong.
Main risks are NVIDIA competition, execution on new AI products and systems, and a valuation that already prices in a lot of future success.
AMD is not cheap on simple headline multiples, so the valuation case depends on the market believing data center and AI share gains are durable enough to support much larger earnings power.
We would revisit the position if data center growth stalls, product execution slips, or AI customer traction proves weaker than the current roadmap implies.
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Loading...We see The Trade Desk as a quality advertising technology platform with strong positioning in connected TV and programmatic advertising.
This position is also a reminder that even strong businesses still need the right entry price and timing.
Main risks are prolonged slower growth, weaker advertising demand, rising competitive pressure, and the chance that a cheaper valuation alone is not enough to drive a recovery.
TTD looks much cheaper after the selloff, but the stock still needs growth to reaccelerate before a lower multiple alone can become a real bull case.
We would get more defensive if advertiser softness persists, connected TV momentum weakens, or management cannot restore the level of execution investors were used to seeing.
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Loading...Lululemon reflects our belief in high quality global consumer brands with strong unit economics and real brand loyalty.
It is one of our weaker results, which makes it an important reflection point on timing, valuation, and thesis updates.
Main risks are weak domestic demand, lower guidance, tariff and markdown pressure, stronger competition, and the chance that margin recovery takes longer than expected.
Lululemon now trades far below its old premium, but the valuation only becomes truly attractive if North America stabilizes and margins prove recoverable without damaging the brand.
We would become less patient if brand momentum weakens further, international strength stops offsetting domestic softness, or execution issues continue without a credible reset.
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Loading...SoFi is a growth bet on a modern consumer finance platform that can deepen member relationships across lending, banking, and investing.
The appeal is product breadth and operating leverage, while we stay aware of credit and execution risk.
Main risks are competition, credit quality, interest rate sensitivity, and a valuation that can stay volatile if growth or execution cools.
SoFi trades more like a growth platform than a traditional lender, so valuation depends on the market believing the product sales model can keep compounding members, products, and profitability together.
We would get more cautious if credit quality deteriorates, member growth cools materially, or the product flywheel stops converting into stronger economics.
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Loading...We hold PayPal as a digital payments franchise where user scale and platform reach can matter again if execution improves.
Returns have lagged so far, which makes this a useful test of patience, thesis discipline, and turnaround execution.
Main risks are slowing growth, heavy competition, and the possibility that the recent rally has already priced in much of the recovery before stronger acceleration shows up.
PayPal still looks cheaper than many peers on forward earnings, but the valuation only becomes compelling if efficiency gains are matched by a more durable return to better growth.
We would step back if checkout share weakens further, Venmo monetization loses momentum, or the recovery remains driven by margin without better revenue acceleration.
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Loading...Alibaba adds international value and platform optionality through commerce, cloud, and a still underappreciated asset base.
We still see sentiment as weaker than the company’s lasting business potential.
Main risks are China regulatory and geopolitical pressure, intense competition, and the possibility that heavy AI and cloud investment weighs on near term profitability.
Alibaba still looks discounted relative to its cloud, AI, and commerce optionality, so the valuation case is strongest if the market starts valuing the cloud platform with more confidence.
We would reassess if cloud momentum weakens, shareholder returns slow, or regulatory and geopolitical risks begin overwhelming the operating improvement story.
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Loading...NVIDIA remains the core AI infrastructure leader and one of the clearest beneficiaries of the secular compute buildout.
Even with high expectations, it remains an important benchmark for our AI thesis and position sizing discipline.
Main risks are very high expectations, competition from custom chips and AMD, supply or deployment bottlenecks, and any slowdown in AI capital spending.
NVIDIA still commands a premium because it is viewed as the platform leader, so the valuation only works if AI demand, margins, and product leadership continue to justify exceptional expectations.
We would turn more cautious if hyperscaler spending slows, the product cycle slips, or platform leadership begins to erode in a way the market can no longer ignore.
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Loading...SPY works as a core benchmark core holding that keeps us grounded against the broader market while we build conviction in single names.
It improves portfolio balance and gives us a cleaner way to judge whether our active ideas are actually adding value.
Main risks are high market valuations, concentration in large technology names, Fed policy shifts, geopolitical shocks, and any slowdown in AI spending or earnings momentum.
SPY is the market baseline, so the valuation question is really whether broad equity multiples can stay elevated while earnings keep doing enough work to support them.
We would reduce our confidence in the market backdrop if earnings revisions roll over sharply, macro conditions tighten, or the rally becomes even more dependent on a narrow group of very large names.
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Loading...Netflix is a quality platform consumer business with pricing power, global scale, and durable content economics.
This position helps us study when premium businesses deserve patience and when assumptions need to be revisited.
Main risks are streaming competition, content costs, any slowdown in engagement or ad monetization, and the chance that near term guidance stays mixed enough to limit rerating.
Netflix looks more attractive after the pullback, but the stock still deserves a premium only if advertising, pricing power, and free cash flow strength continue to reinforce each other.
We would rethink the name if engagement softens, ad monetization disappoints, or margin quality starts slipping alongside weaker content returns.
How We Think
Start with a simple question: what is misunderstood, improving, or structurally advantaged in the business or the market backdrop?
Write the reason to own the business in plain language, then test whether the edge is durable across earnings, valuation, and risk.
Compare upside against what the market already expects, then size the position around drawdown, volatility, and portfolio fit.
Research Thesis
We lean toward businesses tied to durable themes like AI infrastructure, digital finance, and strong consumer platforms.
We look for cases where market expectations seem too low, too high, or too narrowly framed.
We mix concentrated conviction names with broad ETFs so portfolio returns come from both judgment and discipline.
We try to read every stock inside the bigger picture: equity leadership, macro pressure, rates, liquidity, and risk appetite.
What We Watch Daily
We track index leadership, breadth, and whether price action in SPY, QQQ, and futures confirms or contradicts the stock stories we like.
We watch yields, the shape of rate expectations, and liquidity conditions because valuation moves are rarely separate from the cost of capital.
Gold and oil help us think about inflation pressure, growth sensitivity, and whether the macro tape is leaning defensive or cyclical.
We care about what the market is already pricing in, because good businesses can still become poor entries when expectations run too far ahead.
Portfolio management · Market outlook
A stock thesis is only half an argument without the backdrop it depends on: rates, liquidity, and where risk appetite actually is.
Live ES, NQ, gold, and oil charts paired with CME rate expectations and a multiple asset read on inflation, yields, and risk appetite.
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