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DAAVILE Algo Trading
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Inside DAAVILE FX

Unique automation built from the grind up

Ernesto Davila built DAAVILE FX on retail resources - outperforming better-funded desks with less, and proving that precision and conviction beat budget. Execution speaks louder than marketing.

Ernesto Davila

Ernesto Davila

Founder | Systems Architect

Robustness Lab Explore Results
Portfolio 1 | Verified
Headline ROI
147%
Win Rate
88.45%
Trades
12,738
Deposit
$30,000
P2 ROI
46%
Profit Factor
3.79
Open Evidence Vault
Founder's Line
"Data over promises. Results over words. Commitment over sell-and-run."
Est. from live capital

Years of knowledge, relentless testing, and live capital shaped DAAVILE FX. Algo trading reduces the learning curve by 90%, rewrites the psychology myth, and makes human efficiency scalable by stressing massive datasets before touching real capital.

In an industry crowded with course sellers, mentors, and discord marketers, the aim was simple: replicate unique skills, package them with fair value, and let the execution speak louder than the marketing. Partners stay because evolution never stops - signals refine, dashboards upgrade, and integrations deepen with every iteration.

Data Results Commitment Precision Discipline
Core Pillars
01

Retail Roots | Institutional Discipline

Forged where capital is scarce and scrutiny is ruthless. Every standard born from beating well-funded desks with leaner tooling.

02

90% Faster To Execution

Automation trims years off the learning curve. Backtests digest decades of volatility while supervised algos deploy precise logic.

03

Synthesized Mastery

Established methods converged into one high-performance architecture - components working in harmony that isolation cannot achieve.

04

Future-Ready Engineering

From on-prem analytics to cloud-native telemetry, the stack is designed to evolve. Traders today become builders tomorrow.

Why It Exists
"The future is what DAAVILE FX aims for. Building the next generation of algo traders is the mission - to prove that a definitive statistical edge triumphs over raw probabilities and human discretion every single day."
Precision Transparency Discipline Innovation Courage
How The Edge Is Proven

The algorithm is the hypothesis. The pipeline is the answer: 10,000+ verified backtests, an untouched out-of-sample era, Monte-Carlo stress gates, and a machine-learning oracle that reads 42 internal logics to decide which candidate deserves silicon next.

Evidence
Append-only ledger
Truth Tables
200+ ranges | 3 eras
Gauntlet
Fail-any = blocked
Oracle
42 logics scored
Open Robustness Lab Model Fleet System Features System Journey Pricing
Models + Agent Lanes

Four gradient-boosted tree systems - a fleet that includes XGBoost - sit beside the 42-logic EA. The regime panel and per-range surrogate are operational; meta-labeling on 20,522 real deals and the cascade predictor stay in the lab until they earn production. The models already proved some knobs do nothing - those left the search space. Agents run the same ledger, the same gates, and the same staged promotion the operator cannot override alone.

Read The Fleet Agentic Floor Lab Hub
CV / Evidence Vault

Proof, Statements, Artifacts

No cherry-picking. This section is built from whatever is archived and provable: broker statements, platform exports, charts, reviews, and operational evidence.

Vault A

Portfolio 1 | Dec 2021 - Feb 2024

Broker statements + execution evidence

Results
Initial Deposit
$30,000
ROI (Headline)
147.0%
Total Trades
12,738
Win Rate
88.45%
Statement-Derived Snapshot
$30,000 - $74,100.00 (Balance + Withdrawals)
Broker Statements (PDF)
Download all (zip)
2021 1 files
Year zip
December-2021.pdf
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2022 12 files
Year zip
April-2022.pdf
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August-2022.pdf
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December-2022(MIXEDACCS).pdf
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February-2022.pdf
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January-2022.pdf
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July-2022.pdf
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June-2022.pdf
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March-2022.pdf
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May-2022.pdf
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November-20220(NoTrading).pdf
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October-20220(NoTrading).pdf
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September-2022.pdf
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2023 12 files
Year zip
Abril-2023(MIXEDaccs).pdf
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August-2023(EA-STOP).pdf
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December-2023.pdf
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February-2023(MIXEDACCS).pdf
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January-2023(MIXEDACCS).pdf
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July-2023(EARestart).pdf
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June-2023(NoTrading).pdf
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March-2023(MIXEDaccs).pdf
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May-2023(MixedAccs).pdf
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November-2023.pdf
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October-2023.pdf
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September-2023(no trading).pdf
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2024 2 files
Year zip
February - 2024 END OF TEST.pdf
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January-2024.pdf
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Vault B

Portfolio 2 | Oct 2024 - Oct 2025

Investing mode + platform exports

Results
ROI (Headline)
46%
Win Rate
66.4%
Profit Factor
3.79
Total Pips
62,457.6
Statement-Derived Snapshot
$55,360 - $80,290.00
Key Reports
2024 - 2025 12 files
withdraw_p2.htm
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withdraw_p2.gif
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DetailedStatement-August.htm
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End 1 year management - detailed.htm
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July - DetailedStatement.htm
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July.pdf
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May - detailed.htm
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May.htm
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Statement.htm
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2025 JANUARY 01 - DAAVILE V3.gif
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2025 JANUARY 01 - DAAVILE V3.htm
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New tracking using V3 .png
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Frequently Asked Questions

No. The market's only 100% certainty is that no one knows the future - that's what makes it fun. I provide stable, verified tools, but you are responsible for your risk. Don't blame others; execute with responsibility.
I do not know and please never ask me that. My job is to keep account and margin protected. I do not chase profits, this is an investing model. Algorithm waits for market, places trades that stay in DD until reversed.
Yes, model is based off past (backtesting) and live data.

My portfolio started in 2021 and I averaged around 35-35% yearly up to 2026 when I stopped to code my new algorithm. I always optimize but that's a fair number to expect.
No. Never during your 1-year management cycle. You keep 100% of all closed profits with zero split. You only pay the flat annual management fee covering your dedicated VPS and execution. After 1 year, we renegotiate favorable renewal conditions tailored to your account growth.
You open an account with your own regulated broker and keep full control. I receive only the trading account credentials needed to deploy and manage the EA - no access to deposits or withdrawals, ever. You can watch every position live and disconnect at any time.
Yes - and only you can. Your capital stays in your own broker account under your name. I never touch your money: I only need your trading account credentials to set up and manage the EA. Withdrawals are impossible for me - deposit and withdrawal access is 100% yours, 24/7.
None at all. We set up the cloud server (VPS) for you, connect the algorithms, and manage all the technical infrastructure. You simply monitor your account on your phone.
The Lab Lifetime Access ($999 USD 1-Time Beta) is processed securely through Whop. Crypto payment is available upon request; contact support@daavile.com and we arrange it directly.
Debate, disagree, question, learn - all welcome. Disrespect, personal attacks, or breaking the group's rules is not. Keep it classy and professional and we'll get along; act toxic or leak proprietary models and you're out immediately with no refunds.
Currently Gold (XAUUSD) exclusively. Gold provides consistent daily volatility and high liquidity, making it ideal for automated algorithmic trend and yield execution.
Brokers are your choice. I diversify my capital where I can. Regulations and restrictions are a headache, so DYOR (Do Your Own Research). I provide IB affiliate links to support the ecosystem, but the final decision is yours.

DYOR: I don't promote brokers, just share the ones I use. I hate them all equally, trust no one, diversify and wish one day I can trade direct pools.
Users worldwide (excluding USA & Canada) can use cent accounts for max optimization. RoboForex, TeleTrade, VT Markets, and Vantage are some of the brokers with MT5 and cent accounts. USA and Canada traders can't use cent accounts.

Cent Options: $10k deposit (Max 2 accounts - $199/yr) | $25k deposit (Max 5 accounts - $299/yr) | $50k deposit (Max 10 accounts - $499/yr).

* Note: For deposits over $20,000 USD, capital is split across multiple brokers due to maximum cent balance caps.
Canada traders have more options but not cent accounts; they will have to go with standard accounts that require higher investment ($100,000 USD minimum capital - $999/yr). USA traders operate under their own risk with offshore CFD brokers.
Yes. I keep expanding strategies, models and algorithms. Everything runs on fresh data with continuous optimization - nothing ships once and rots.
Short to long term, yes. The plan is diversified portfolios across multiple uncorrelated assets and markets, run as investing-trading farms. XAUUSD is the base - everything else gets measured against it.