E01 · FLAGSHIP
CONTROL
Real-time control systems playground: PID tuning, dynamic response, state-space models, pole placement and LQR.
LAB / ENGINEERING · AI · QUANTIdeas into
Ideas into
working systems.
An evolving laboratory spanning Information Engineering, artificial intelligence, data and quantitative finance.
A working notebook for engineering, data and quantitative ideas. Move through the projects and change the systems directly.
LIVE PLAYGROUND / 001Change the inputs. Watch the system respond.
CONTROL / PIDMake stability
Make stability
tangible.
Adjust the controller. The response is simulated live in your browser.
STEP RESPONSESTABLE
SETPOINT 1.00LIVE SIMULATION 60 FPS
SIGNAL / FFTTIME ↔ FREQUENCY
COMMLAB / QAM
AURELIUS / MONTE CARLO500 PATHS / LIVE
01 / ENGINEERING SYSTEMSSignals.
Signals.
Systems. Networks.
Interactive engineering software designed to make the mathematics visible, testable and tactile.
E02
SIGNAL
Time and frequency domains, Fourier transforms, convolution, sampling, aliasing and interactive filtering.
E03
COMMLAB
BPSK, QPSK and QAM communication simulator with noise, BER, eye diagrams and live constellation plots.
E04
CIRCUIT
Interactive RLC circuit simulator with transient response, resonance, frequency response and oscilloscope views.
E05
SPECTRUM
Audio intelligence workspace for FFT, spectrograms, filters, noise reduction and feature extraction.
E06
NETWORK
Packet-level network visualizer for routing, latency, congestion, packet loss and topology failures.
E07
SYSTEM ID
Estimate dynamic-system models from observed input/output data and compare predicted versus measured response.
E08
EMBEDDED
IoT telemetry system concept connecting sensor streams, device state, alerts and a real-time monitoring interface.
02 / AI & DATAModels that
Models that
explain themselves.
Applied machine learning and data products with an emphasis on validation, explainability and usable interfaces.
A01 · FLAGSHIP
RiskLab
End-to-end educational credit-risk engine: synthetic data, WOE/IV, logistic regression and GBM, PD estimation, calibration, explainability and drift monitoring.
A02 · FLAGSHIP
NEXUS
Document-intelligence pipeline using synthetic documents for extraction, cross-record validation, mismatch detection and confidence scoring.
A03
SIGNAL AI
Machine learning meets signal processing: feature extraction, classification and visual model interpretation.
A04
ATLAS
Interactive geospatial archive of 40 countries, journeys and media. without ratings or ranking places.
03 / QUANT & FINANCEMarkets as
Markets as
systems.
Quantitative experiments spanning portfolio construction, market risk, derivatives and corporate finance.
Q01 · FLAGSHIP
AURELIUS
Portfolio engine with efficient frontier, risk parity, Black-Litterman, Monte Carlo, VaR/CVaR and walk-forward backtesting.
Q02
BLACKSWAN
Portfolio stress-testing engine for historical and synthetic shocks, drawdowns, risk contribution and correlation breakdown.
Q03
OPTIONLAB
Interactive derivatives lab for Black-Scholes, Monte Carlo pricing, Greeks and payoff surfaces.
Q04
REGIME
Market-regime research interface exploring volatility states, correlations and regime-conditioned asset behaviour.
Q05
VALUATION
Interactive DCF engine with FCF, WACC, terminal value, scenario analysis and valuation sensitivity matrices.
Q06
MACRO
Global macro terminal concept connecting inflation, rates, FX, equities and yield curves through a geographic interface.