| Month | Return | P&L | AUM (End) | vs SPY |
|---|---|---|---|---|
| January 2026 | +33.33% | +$5,000 | $20,000 | |
| February 2026 | -5.00% | -$1,000 | $19,000 | |
| March 2026 | +26.32% | +$5,000 | $24,000 | |
| April 2026 | In progress | — | Live | |
| Total | +60.00% | +$9,000 | $24,000 |
Over the same Jan–Apr 2026 window, the S&P 500 returned approximately +5.2% and the Nasdaq +6.1%. Third Door Fund outperformed by 54.8 percentage points.
Under 4 months in. The model is finding edge the index can't touch.
APEX Signal is a proprietary quantitative trading model built from the ground up. It runs daily after market close, scanning a proprietary universe of US equities. Every session it produces a ranked, conviction-weighted signal set — ordered by expected move, risk-adjusted return, and model confidence.
The model is built on three core inputs: sentiment analysis derived from news flow and social signal aggregation, price action patterns calibrated to identify momentum and mean-reversion setups, and macro event awareness — the model is explicitly designed to incorporate geopolitical catalysts and earnings event risk. It doesn't ignore the world. It trades it.
The model is self-improving. Every trade logged becomes training data. As the track record grows, so does the edge. The system learns. Most funds do not.
Third Door Fund is primarily an options-driven vehicle. Equities provide directional conviction; options provide the asymmetric structure to capitalize on it. The fund targets setups where the risk-reward is structurally skewed — where a defined maximum loss unlocks a theoretically unbounded upside.
The options toolkit includes directional calls and puts on high-conviction signals, volatility plays around macro events (energy markets, geopolitical catalysts, Fed decisions), and put spreads deployed as portfolio hedges during uncertainty windows. Every options position is sized relative to the underlying signal strength and current portfolio exposure.
Recent examples include a near 10x return on SPY calls executed around ceasefire news flow in the US-Iran conflict, and a 669% return on USO calls during the energy volatility spike. These were not lucky trades — they were the product of a thesis, a model, and disciplined execution.
Position sizing is one of the most underrated edges in trading. Third Door Fund uses the Kelly Criterion as its core sizing framework — a mathematically derived formula that determines the optimal fraction of capital to deploy on each trade based on the estimated probability of success and the expected payoff ratio.
Kelly prevents the two most common portfolio killers: over-betting (which destroys capital in drawdowns) and under-betting (which leaves returns on the table). Every signal that APEX produces is accompanied by a Kelly-derived position size. The model doesn't just tell you what to trade. It tells you how much.
In practice, the fund uses a fractional Kelly approach — deploying 25–50% of the full Kelly recommendation to account for model uncertainty and real-world execution slippage. This conservative overlay ensures the portfolio survives adverse regimes while still compounding aggressively in favorable conditions.
Alpha generation means nothing if you blow up. The fund operates under a strict 15% maximum drawdown threshold — a hard stop that triggers a full portfolio review and position reduction if breached. The worst drawdown to date has been -5.0%, well within acceptable parameters.
Risk is managed at three levels. At the trade level, each position has a defined maximum loss before entry. At the portfolio level, correlation between open positions is monitored to prevent concentration in a single macro theme. At the model level, signal confidence scores gate which ideas make it to execution — low-confidence signals are filtered regardless of their surface-level attractiveness.
The fund also uses ATR-based expected move calculations to set realistic price targets and stop zones for each position. This prevents emotional decision-making in live markets. The model sets the parameters before the trade is open. Execution follows the plan.
Most quant models ignore the world. APEX Signal doesn't. The fund maintains an active geopolitical macro thesis layer that informs which sectors and instruments receive elevated signal weighting at any given time. This is not discretionary guessing — it is a structured overlay that translates macro events into tradeable hypotheses.
The US-Iran conflict is a clear example. The fund built a thesis around the Strait of Hormuz — identifying that energy supply disruption risk was being underpriced by the market. This translated into USO and UNG positions that generated outsized returns as the thesis played out. When ceasefire signals emerged, the model rotated — SPY calls captured the relief rally.
The fund actively monitors energy markets, interest rate policy, election cycles, and sector-specific catalysts as inputs to the macro layer. Geopolitical events don't replace the model. They inform it. The combination of systematic signals and macro awareness is the core differentiator.
Not a trust fund. Not a trading desk pedigree. Started as a waiter, then a poker dealer, an operations manager. Every job taught the same thing — how to read a room, manage risk, and stay calm when the stakes are real. Then came the data science, the quant models, the CFA, the certifications. The technical layer on top of the street layer. That combination is the edge.
Guru Akhil Tavva was born in Eluru, Andhra Pradesh, India. He didn't grow up with access to Bloomberg terminals or Wall Street networks. He grew up with a work ethic forged across industries that most finance professionals have never set foot in — and that's precisely what makes him dangerous.
His formative years were spent in environments where reading people and managing pressure wasn't a soft skill — it was survival. As a poker dealer and later an event staff manager in the casino industry, he developed an instinctive understanding of probability, risk, and human behavior under duress. These aren't metaphors. They are the direct ancestors of the risk management protocols that govern Third Door Fund today.
He went on to earn a Master of Science in Computer Science from California State University Long Beach, where he also served as President of the Finance Club and Poker Club simultaneously — two institutions that, in retrospect, were training him for exactly this. His early technical work includes an NVDA sentiment prediction model built on XGBoost that achieved 73.91% directional accuracy, a full-stack sports video object detection system, and a Muay Thai gym platform built on React, Node.js, and AWS.
But the real inflection point was the decision to combine everything. The street intelligence from years in operations. The technical depth from a CS graduate program. The financial literacy from CFA candidacy and six industry certifications. The result is APEX Signal — a proprietary quantitative system that doesn't just process data. It processes the world.
Guru is currently based in Jersey City, NJ. He is actively building Third Door Fund as the first chapter of a much larger story — one that begins with $15,000 in proprietary capital and ends, by his own account, at the institutional level. He has already begun building relationships at that level. The infrastructure is being built the same way either way.
Poker dealing, operations management, casino floor — building the instincts for probability, pattern recognition, and staying calm under pressure.
NVDA sentiment prediction model. XGBoost. 73.91% directional accuracy. The technical layer begins.
AWS, SnowPro, FINRA SIE, Bloomberg BMC, Options 101 at Akuna Capital. APEX Signal architecture begins.
Full model rebuild. Kelly Criterion integration. ATR sizing. Live paper trading. Infrastructure built before capital deployed.
$15,000 deployed January 2026. +60% in 3 months. Building toward institutional capital. This is the beginning.
Alex Banayan wrote about it. Most people only see two doors. The main entrance everyone lines up for. The VIP line for those who were born into it.
The third door is the one you find yourself. The side entrance. The kitchen. The route nobody teaches you — because the people who used it aren't talking.
That's this fund.
The target school, the internship pipeline, the family connection. Most people wait here their whole lives.
The elite network, the inherited capital, the last name that opens rooms. Not available to most.
Built a model. Staked $15K. Showed up. This is the door you find when you stop waiting for someone to open the other two.
Third Door Fund is currently a proprietary operation. It does not manage outside capital. If you are an allocator, institutional investor, or finance professional interested in following the fund's development — reach out directly. The story is just getting started.
This fund exists because of a $5 tip. Not as a metaphor. As a literal starting point — the moment it became clear that the conventional path was never going to be the path. Finance wasn't going to open its front door. So the third door had to be found, built, and kicked open. Third Door Fund is the result of that decision. One model. One trader. $15,000. And the absolute certainty that the edge belongs to whoever works hardest to find it.
Third Door Fund is a proprietary trading operation managing personal capital only. It is not a registered investment adviser and does not manage funds on behalf of third parties. All performance data reflects actual trading results from a personal brokerage account and has not been audited by a third party. Past performance is not indicative of future results. Trading in equities and options involves substantial risk of loss and is not suitable for all investors. The Sharpe ratio displayed is an estimate based on available data and may not reflect actual risk-adjusted performance over longer time horizons. All figures are approximate. Nothing on this page constitutes investment advice, a solicitation of funds, or an offer of any security.