QTECH4U Local Preview Client

Quantum Intelligence for
Smarter Financial Decisions

Open-source gate-level quantum solvers, portfolio energy minimalists, and automated academic publishers combined in a single dashboard workspace.

Predictive Solvers

Test Our Forward Path Trajectories

Select an asset in the console card on the right, then run the simulated Quantum neural forecasting algorithm to test Hilbert-state forecast outcomes.

Quantum Simulator

Spot price $64,250

Predicted Target $67,500

Coherence 82% accuracy

Direction BULLISH

Institutional Solvers

Explore the individual computing nodes deployed in the SaaS console

Quantum Market Prediction

Price path forecasting, directional bias, options volatility skew calculators.

Portfolio Optimization

Ising spin-glass Hamiltonian weight minimization solver maximizing Sharpe ratios.

Risk Analytics

Value-at-Risk (VaR), Conditional Value-at-Risk (CVaR), and tail Homology limits.

Quantum Research Engine

Literature review generator, PDF abstract summaries, and LaTeX equations extraction.

Markets

GOLD Gold Spot USD

$... ...

Overlay Indicators

Moving Average (SMA)

Period:

Exponential (EMA)

Period:

Crosshair: -

Order Ticket

One Click

Quantity

Units Lots

Leverage 1:100

1:10 1:50 1:100 1:200

Required Margin: $0.00

Execution Type: Market Order

Limit Order Trigger

Set Take Profit / Stop Loss

Take Profit (TP)

Stop Loss (SL)

Balance $100,000.00

Equity $100,000.00

Used Margin $0.00

Free Margin $100,000.00

Margin Level -

Symbol	Type	Volume	Open Price	Live Price	Used Margin	Take Profit	Stop Loss	Floating P&L	Action

No active positions. Execute a trade from the ticket to get started.

Symbol	Type	Trigger Price	Volume	Used Margin	Take Profit	Stop Loss	Action

No pending limit orders.

Time	Symbol	Type	Volume	Open Price	Close Price	Realized P&L

No closed trade records.

Tutorials

Quantum Finance Tutorials

Explore Qiskit-powered tutorials modeling options pricing, credit default risk, and portfolio optimizations.

Quantum Amplitude Estimation

Quadratic speedup bounds compared to classical Monte Carlo simulations.

Portfolio Optimization

Solving Mean-Variance models using Variational Eigensolvers (VQE).

Portfolio Diversification

Finding non-correlated asset clusters using quadratic binary optimization.

Pricing European Call Options

Evaluating standard European call payoffs with quantum circuit models.

Pricing European Put Options

Quantum pricing of downside hedging put payoffs at terminal maturities.

Pricing Bull Spreads

Capped profit spread structures calculated using quantum state loaders.

Pricing Basket Options

Pricing derivatives tied to correlated multi-asset underlying baskets.

Pricing Asian Barrier Spreads

Path-dependent and average-rate options featuring trigger boundaries.

Pricing Fixed-Income Assets

Bond valuation models, yield curves, and interest rate coupon derivatives.

Credit Risk Analysis

Estimating credit default loss bounds, VaR, and CVaR calculations.

Option Pricing with qGANs

Loading pricing models into quantum states using generative ML networks.

Stock-Market Time-Series Data

Loading and filtering asset price histories for quantum machine kernels.

Quantum Amplitude Estimation

Algorithms // Monte Carlo Convergence Speedup

Simulator Parameters

Quantum Precision (Evaluation Qubits n)

Target Value a (Asset Probability)

0.45

Theoretical Model: QAE obtains a quadratic acceleration in estimating unknown amplitudes of quantum operators. Error limits converge as O(1/M) where M=2^n, compared to classical limit O(1/sqrt(N)).

Convergence Plot

Qubits: 2^n states

QAE Estimate 0.452

QAE Max Error 0.031

Classical MC Error 0.177

Mean-Variance Portfolio Optimization

Optimizers // VQE & QAOA Eigensolvers

Simulator Parameters

Risk Aversion factor lambda

1.0

BTC Target return

15%

Theoretical Model: Uses a Variational Quantum Eigensolver (VQE) to map the Markowitz Mean-Variance equation to an Ising Hamiltonian. Finds weights w_i minimizing Risk - lambda * Return.

Optimal Weights Allocation

Allocations (B/E/G) 45% / 35% / 20%

Expected Return 11.45%

Portfolio Volatility 18.90%

Portfolio Diversification Constraints

Optimizers // Constraint SAT Mapping

Simulator Parameters

Max Target Assets K

Max Correlation Threshold

0.40

Theoretical Model: Formulates a Quadratic Unconstrained Binary Optimization (QUBO) problem selecting K assets out of a basket to minimize pairwise correlations. Highlights optimal diversified subsets.

Asset Diversification Scatter (Risk vs Return)

Selected Assets BTC, GOLD, OIL

Diversification Ratio 1.52 (High)

European Call Option Pricing

Derivative Valuation // Black-Scholes & QAE solvers

Simulation Parameters

Underlying Spot Price S

$100

Strike Price K

$100

Volatility sigma (%)

30%

Maturity T (Years)

1.0y

Risk-Free Rate r (%)

Option Payoff Curve & Premium

Call Price $10.45

Delta 0.602

Gamma 0.013

Vega 37.52

Theta -6.40

European Put Option Pricing

Derivative Valuation // Hedging & Short-bias Pricing

Simulation Parameters

Underlying Spot Price S

$100

Strike Price K

$100

Volatility sigma (%)

30%

Maturity T (Years)

1.0y

Risk-Free Rate r (%)

Option Payoff Curve & Premium

Put Price $5.57

Delta -0.398

Gamma 0.013

Vega 37.52

Theta -1.64

Bull Spread Option Strategy

Spread Calculations // Combined Option Payoffs

Simulation Parameters

Spot Price S

$100

Lower Strike K1

$90

Upper Strike K2

$110

Volatility sigma (%)

30%

Net Profit/Loss Profile

Net Premium Paid $6.25

Maximum Gain $13.75

Maximum Loss -$6.25

Basket Option Pricing

Multi-Asset Pricing // Correlation & Variance Reductions

Simulator Parameters

Asset Correlation Coefficient rho

+0.5

Volatility Asset 1 (sigma_1)

30%

Volatility Asset 2 (sigma_2)

40%

Terminal Basket Price Distribution

Basket Call Premium 8.95

Weighted Basket Volatility 31.22%

Asian Barrier Options

Path Dependent Pricing // Barrier Boundaries & Averaging

Simulation Parameters

Spot Price S_0

$100

Out-of-Money Barrier B

$115

Barrier Style

Stochastic Price Path Realizations

Asian Option Value $4.18

Paths Triggered / Knocked-out 2 / 5 paths

Bond Valuation & Interest Derivatives

Fixed Income // Coupon Cashflows & Duration Analysis

Simulation Parameters

Annual Coupon Rate (%)

Yield to Maturity YTM (%)

Years to Maturity N

10y

Bond Price Sensitivity vs Yield

Clean Bond Price $107.72

Macaulay Duration 7.66 years

Bond Convexity 68.42

Portfolio Credit Default Risk

Risk Management // Value-at-Risk (VaR) & CVaR

Simulation Parameters

Individual Default Prob p (%)

Loss Given Default (LGD) (%)

60%

Asset Correlation factor rho

0.2

Portfolio Credit Loss Distribution

Expected Loss (EL) $3.00m

Value-at-Risk (99%) $8.40m

Conditional VaR (CVaR) $10.20m

qGAN Option Pricing Models

Quantum ML // Generative Networks & Probability Loaders

Simulator Parameters

Training Epochs

Theoretical Model: Trains a hybrid quantum-classical generative adversarial network (qGAN). Over training epochs, the generator's wave function converges to load log-normal target asset price structures.

Target vs Generated Distributions

KL Divergence Metric 0.852

Target Call Value $8.40

Generator Pricing $6.12

Stock-Market Time-Series Data

QML Preprocessing // Data Normalization & Kernels

Simulation Parameters

Asset Data Source

Smoothing SMA Window (Days)

15d

Preprocessed stock histories

Trend Strength Moderate Bullish

Noise Filtering Ratio 42% smoothed

Academic Research Journal

Publish and review quantum finance, option models, and stock theories.

Filter Tags:

Submit a New Academic Research Paper

Article Title *

Keywords / Tags * (comma-separated)

Main Script / Content *

Media Image URL (Optional)

Or Upload Local Image (Optional)

Media Preview:

Enter Author Credentials

Username

Password

Register New Author Profile

Username

Password

Confirm Password

AI Mode

QTECH4U Chat Assistant

Welcome! Ask me any questions regarding asset pricing, spin-glass models, or paper calculations.

Net Asset Value (NAV) $100,000.00

Virtual Cash Balance $100,000.00

Total Portfolio P&L $0.00 (0.00%)

Order Ticket

Live Prices

Asset to Trade

Execution Price $...

Quantity / Units

Estimated Total: $0.00

Asset	Size	Avg Entry	Market Value	P&L	Action

No active holdings. Execute a BUY trade to build a position.

Time	Asset	Type	Price	Qty	Total (USD)

No transaction records found.

Mission

Build next-generation Quantum Financial Intelligence.

Vision

Democratize Quantum Finance across private funds.

Agent Manual Loop

Run the Crawl -> Analysis -> Write -> Publish loop immediately.

Quantum Intelligence for Smarter Financial Decisions

Test Our Forward Path Trajectories

Quantum Simulator

Institutional Solvers

Quantum Market Prediction

Portfolio Optimization

Risk Analytics

Quantum Research Engine

Markets

Order Ticket

Quantum Finance Tutorials

Quantum Amplitude Estimation

Portfolio Optimization

Portfolio Diversification

Pricing European Call Options

Pricing European Put Options

Pricing Bull Spreads

Pricing Basket Options

Pricing Asian Barrier Spreads

Pricing Fixed-Income Assets

Credit Risk Analysis

Option Pricing with qGANs

Stock-Market Time-Series Data

Quantum Amplitude Estimation

Simulator Parameters

Convergence Plot

Mean-Variance Portfolio Optimization

Simulator Parameters

Optimal Weights Allocation

Portfolio Diversification Constraints

Simulator Parameters

Asset Diversification Scatter (Risk vs Return)

European Call Option Pricing

Simulation Parameters

Option Payoff Curve & Premium

European Put Option Pricing

Simulation Parameters

Option Payoff Curve & Premium

Bull Spread Option Strategy

Simulation Parameters

Net Profit/Loss Profile

Basket Option Pricing

Simulator Parameters

Terminal Basket Price Distribution

Asian Barrier Options

Simulation Parameters

Stochastic Price Path Realizations

Bond Valuation & Interest Derivatives

Simulation Parameters

Bond Price Sensitivity vs Yield

Portfolio Credit Default Risk

Simulation Parameters

Portfolio Credit Loss Distribution

qGAN Option Pricing Models

Simulator Parameters

Target vs Generated Distributions

Stock-Market Time-Series Data

Simulation Parameters

Preprocessed stock histories

Academic Research Journal

Submit a New Academic Research Paper

Enter Author Credentials

Register New Author Profile

AI Mode

Order Ticket

Mission

Vision

Agent Manual Loop

Quantum Intelligence for
Smarter Financial Decisions