3e5 represents 3 × 10⁵ km/s - approximately the speed of light
Systematic Precision.
Engineered for Consistent Edge.
Systematic Precision.
Engineered for Consistent Edge.
A proprietary trading firm deploying quantitative strategies, focused on XAU, with disciplined execution and risk management.
3e5 represents 3 × 10⁵ - approximately the speed of light
Systematic Precision.
Engineered for
Consistent Edge.
A proprietary trading firm deploying quantitative strategies , focused on XAU - with disciplined execution and risk management.
OUR MISSION
We don't trade the market. We study its structure, model its behavior, and deploy capital only when the odds are structurally favorable. Edge is not assumed; it is tested, validated, and expressed through disciplined execution and controlled risk.
We don't trade the market. We study its structure, model its behavior, and deploy capital only when the odds are structurally favorable. Edge is not assumed; it is tested, validated, and expressed through disciplined execution and controlled risk.
Leo Vu - Founder
Leo Vu - Founder
ABOUT THE FIRM
Built on Disciplines. Defined by Differences
Built on Disciplines. Defined by Differences
What we are
A proprietary quant trading firm - company capital deployed in every strategy
A proprietary quant trading firm - company capital deployed in every strategy
A systematic AI research and execution operation focused on XAU/USD
A systematic AI research and execution operation focused on XAU/USD
A performance partnership open to select accredited investors on a co-investment basis
A performance partnership open to select accredited investors on a co-investment basis
What we are not
A retail signal service or copy-trading platform
A discretionary or sentiment-driven fund
A public offering or open investment vehicle of any kind
What we are not
A retail signal service or copy-trading platform
A discretionary or sentiment-driven fund
A public offering or open investment vehicle of any kind
CAPITAL PARTNERSHIP
Exclusive Co-Investment Access for Institutional Partners.
PROPRIETARY FIRST
Every strategy runs on our own capital before any external co-investment is considered. We have no incentive to take risks we haven't already priced ourselves.
PERFORMANCE-BASED ALIGNMENT
Our economics are tied entirely to realized performance. There are no management fees. No guaranteed returns. Only shared outcomes. We only profit when you do.
QUALIFIED PARTNERS ONLY
Co-investment access is limited to accredited investors and institutional counterparties. Inquiries by introduction only.
STRATEGY OVERVIEW
Systematic Edge, Engineered for Precision
Systematic Edge,
Engineered for Precision
Systematic Edge,
Engineered for Precision
Focused on the most liquid market. Every position calculated, not guessed.
Focused on the most liquid market.
Every position calculated, not guessed.
Specialized in high-liquidity market
We focus on XAU/USD - one of the most liquid and structurally consistent markets. Its depth enables reliable execution and directional strategies across market conditions.
Specialized in high-liquidity market
We focus on XAU/USD - one of the most liquid and structurally consistent markets. Its depth enables reliable execution and directional strategies across market conditions.
Specialized in high-liquidity market
We focus on XAU/USD - one of the most liquid and structurally consistent markets. Its depth enables reliable execution and directional strategies across market conditions.
AI Model-Driven Execution
Our system analyzes macro trends, real-time liquidity, volume, and order flow. Capital is deployed only when high-probability conditions are identified. No guessing. No sentiment. No emotion.
AI Model-Driven Execution
Our system analyzes macro trends, real-time liquidity, volume, and order flow. Capital is deployed only when high-probability conditions are identified. No guessing. No sentiment. No emotion.
AI Model-Driven Execution
Our system analyzes macro trends, real-time liquidity, volume, and order flow. Capital is deployed only when high-probability conditions are identified. No guessing. No sentiment. No emotion.
Risk-First Architecture
The system stays inactive during unfavorable conditions. Exposure is strictly managed. Predefined stop-loss. Automated hedging. Profit is pursued only when risk is clearly defined.
Risk-First Architecture
The system stays inactive during unfavorable conditions. Exposure is strictly managed. Predefined stop-loss. Automated hedging. Profit is pursued only when risk is clearly defined.
Risk-First Architecture
The system stays inactive during unfavorable conditions. Exposure is strictly managed. Predefined stop-loss. Automated hedging. Profit is pursued only when risk is clearly defined.
Institutional Venues
We execute across a select network of top-tier titans processing trillions of dollars every month. Across all platforms, capital is secured via fully segregated funds and bankruptcy protection under strict Tier-1 oversight: FCA, ASIC, BaFin, DFSA, and CySEC.
Institutional Venues
We execute across a select network of top-tier titans processing trillions of dollars every month. Across all platforms, capital is secured via fully segregated funds and bankruptcy protection under strict Tier-1 oversight: FCA, ASIC, BaFin, DFSA, and CySEC.
Institutional Venues
We execute across a select network of top-tier titans processing trillions of dollars every month. Across all platforms, capital is secured via fully segregated funds and bankruptcy protection under strict Tier-1 oversight: FCA, ASIC, BaFin, DFSA, and CySEC.
CAPITAL PARTNERSHIP
Exclusive Co-Investment Access for Institutional Partners.
PROPRIETARY FIRST
Every strategy runs on our own capital before any external co-investment is considered. We have no incentive to take risks we haven't already priced ourselves.
PERFORMANCE-BASED ALIGNMENT
Our economics are tied entirely to realized performance. No management fees. Only shared outcomes. We only profit when you do.
QUALIFIED PARTNERS ONLY
Co-investment access is limited to accredited investors and institutional counterparties. Inquiries by introduction only.
TECHNOLOGY STACK
Purpose-Built. From Data to Execution
DATA LAYER
Multi-source real-time data ingestion, capturing full Level-2/Level-3 order book depth. Proprietary pipeline built for XAU microstructure and noise filtering. Purpose-built time-series storage for AI models.
DATA LAYER
Multi-source real-time data ingestion, capturing full Level-2/Level-3 order book depth. Proprietary pipeline built for XAU microstructure and noise filtering. Purpose-built time-series storage for AI models.
DATA LAYER
Multi-source real-time data ingestion, capturing full Level-2/Level-3 order book depth. Proprietary pipeline built for XAU microstructure and noise filtering. Purpose-built time-series storage for AI models.
STRATEGY LAYER
ML signal generation, training, and validation. Systematic backtesting with out-of-sample testing. Overfitting controls enforced at every model iteration. Strategy is never deployed until it passes all three validation gates.
STRATEGY LAYER
ML signal generation, training, and validation. Systematic backtesting with out-of-sample testing. Overfitting controls enforced at every model iteration. Strategy is never deployed until it passes all three validation gates.
EXECUTION LAYER
Low-latency multi-venue execution. Smart order routing. Strict intraday positioning eliminates overnight costs and creates rapid feedback loops for continuous AI recalibration. Transaction cost optimization.
EXECUTION LAYER
Low-latency multi-venue execution. Smart order routing. Strict intraday positioning eliminates overnight costs and creates rapid feedback loops for continuous AI recalibration. Transaction cost optimization.
REPORT LAYER
Zero black-box operations. Comprehensive performance reporting backed by fully verifiable, trade-level execution proofs. Absolute transparency from real market mechanics to realized yield.
REPORT LAYER
Zero black-box operations. Comprehensive performance reporting backed by fully verifiable, trade-level execution proofs. Absolute transparency from real market mechanics to realized yield.
Our New On-chain Investment Portal,
Transparency and Complete Autonomy. Built for Web3 Investors.
Our new On-chain investment portal.
Transparency and complete autonomy. Built for Web3 Investors.
An ERC-4626 compliant vault designed for seamless access, full transparency, and complete control over your capital.
An ERC-4626 compliant vault designed for seamless access, full transparency, and complete control over your capital.
MINT & REDEEM
Seamlessly mint and redeem vault shares through a transparent, on-chain mechanism, with each share representing a proportional claim on the underlying assets.
TRANSPARENCY
All positions, flows, and performance are verifiable via blockchain data and third-party tools.
AUTONOMY
Users maintain full control over deposits, withdrawals, and capital allocation at all times.
FAST SETTLEMENT
Efficient crypto-based transactions enabling quick entry and exit from the vault on a weekly basis.
CAPITAL PARTNERSHIP
Exclusive
Co-Investment Access for Institutional Partners.
PROPRIETARY FIRST
Every strategy runs on our own capital before any external co-investment is considered. We have no incentive to take risks we haven't already priced ourselves.
PERFORMANCE-BASED ALIGNMENT
Our economics are tied entirely to realized performance. There are no management fees. No guaranteed returns. Only shared outcomes. We only profit when you do.
QUALIFIED PARTNERS ONLY
Co-investment access is limited to accredited investors and institutional counterparties. Inquiries by introduction only.
CAREERS
Precision Roles for Precision Minds.
Precision Roles
for Precision Minds.
for
At 3e5.ai, every position is quantitative, every outcome is measured.
BUSINESS DEVELOPMENT
Identify and engage institutional allocators, family offices, and accredited investors seeking systematic exposure. You possess deep experience across both TradFi and Web3, backed by a highly connected and trusted network.
QUANTITATIVE TRADER
Research and deploy systematic alpha strategies on live markets. You own the full loop - signal research, model validation, and execution - with firm capital and full P&L accountability.
BUSINESS DEVELOPMENT
Identify and engage institutional allocators, family offices, and accredited investors seeking systematic exposure. You possess deep experience across both TradFi and Web3, backed by a highly connected and trusted network.
FUND OPERATIONS & INVESTOR RELATIONS
Deliver an institutional-grade experience. You manage fund mechanics—onboarding, reconciliation, and vault flows—while translating AI performance into transparent reporting that builds unshakeable partner trust.
Step Into the New Era of AI-Powered Finance
Step Into the New Era of AI-Powered Finance