TECHNICAL WHITEPAPER
LISAN CORE ENGINE
A quantitative signal system that replaces gut feelings with math. No hype. No predictions. Just indicators and probability.
Philosophical Foundations
I built this because I was tired of watching people get wrecked.
The crypto space is full of noise. "Influencers" with sponsored bags. Trading bots that front-run you. Discord alpha groups selling hopium. Everyone has an angle. Everyone is selling something.
I'm not selling anything — yet. Right now, this platform is free. There's no premium tier. No "unlock full signals for $99/month." No referral codes.
Will that change? Maybe. Tokens, paid products, premium features — none of it is off the table. But I'm not asking for a seat at anyone else's table. I'm building my own. Proof of work first. Competency first. Trust first. Then we talk about what comes next.
— Lisan
The Lisan Core Engine is inspired by four foundational projects and the people behind them:
Bitcoin — Satoshi Nakamoto
"We propose a system... based on cryptographic proof instead of trust."
The engine generates signals algorithmically, not by human opinion. You don't have to trust me. You can read the code. Every indicator is documented. Every weight is visible. Trustless verification.
Ethereum — Vitalik Buterin
"The financial world is full of rent-seeking middlemen and inefficient processes. Decentralization will lead to leaner institutions replacing fat middlemen."
Smart contracts are programmable logic. The scoring weights in this engine are the same — configurable parameters that can be adjusted based on performance. The system isn't static. It learns and adapts.
mfers — sartoshi
"mfers are in the public domain. do whatever the fuck you want with them."
That energy — building something, releasing it, letting it exist without trying to extract every last dollar — that's the ethos here. Use this platform. Fork it. Improve it. I don't care. Just don't get wrecked.
Hyperliquid — Jeff Yan
"No VCs. No presale. Just product."
"You're welcome to trade elsewhere."
Jeff Yan self-funded Hyperliquid and rejected venture capital entirely. Built a perp DEX that genuinely competes with centralized exchanges, then airdropped HYPE directly to users instead of doing an ICO. That's the model — build something that works first, let the product speak for itself.
The goal is simple: Replace emotional trading with systematic analysis. Not to predict the future — that's impossible. But to identify when probabilities are in your favor, and when they're not.
Definitions
LISAN HOLDINGS
An independent research, development, and investment firm. Built by one person — me — for anyone who wants to use it. No subscriptions. No premium tiers. No VC influence. No board meetings. No roadmap designed to pump a token.
Right now, everything on this platform is free. If you want dedicated paid work done — custom analysis, integrations, consulting —reach out. Otherwise, just use the tools.
LISAN INTELLIGENCE
The flagship research platform you're looking at right now. It aggregates data from multiple sources (Binance, Hyperliquid, Alternative.me), processes it through the Lisan Core Engine, and presents actionable signals with confidence scores.
What it is: A research tool. A decision-support system. A way to see the market through 14 different quantitative lenses at once.
What it is NOT: A trading bot. An automated system that executes trades on your behalf. Financial advice. A guarantee of profits. A crystal ball.
The Lisan Core Engine
The algorithmic backbone of everything. A quantitative signal generation system that analyzes cryptocurrency markets using a weighted multi-indicator scoring algorithm. It works in four stages:
- Data Ingestion — Collects OHLCV (Open, High, Low, Close, Volume) price data, sentiment data from the Fear & Greed Index, and derivatives data (funding rates, open interest) from perpetual exchanges.
- Indicator Calculation — Computes 14 technical indicators across 4 categories: Momentum, Trend, Volume, and Sentiment/Volatility. Each indicator produces a value, a signal (bullish/bearish/neutral), and a strength score (0.0 to 1.0).
- Signal Scoring — Aggregates all indicator scores into a single 0-100 confidence score, with a directional classification: LONG (bullish setup), SHORT (bearish setup), or HOLD (no clear edge).
- Risk Computation — Calculates ATR-based stop loss and take profit levels for every signal, ensuring a consistent 1:2 risk-to-reward ratio.
The engine analyzes a curated list of 20 major cryptocurrencies — not the entire market. This is intentional.
Technical analysis requires liquidity. When you're analyzing an asset with $5M daily volume, your RSI reading is based on a handful of trades. That's noise, not signal. Low-cap coins don't have the order book depth for indicators to mean anything. One whale can invalidate your entire analysis with a single market order.
So I curated a list. These are assets with deep liquidity, significant trading volume, and enough market structure for technical analysis to actually work:
Explicit Exclusions:
- Stablecoins (USDT, USDC, DAI) — No directional opportunity. They're pegged.
- Low-cap assets (<$1B market cap) — Insufficient liquidity for reliable TA.
- Wrapped/derivative tokens (WBTC, stETH) — Redundant price exposure.
⚠️ Disclaimer
This is not financial advice. I'm not a licensed financial advisor. I'm a developer who built a research tool. LISAN INTELLIGENCE is exactly that — a tool.
All trading involves risk. Past indicator performance does not predict future results. The market can stay irrational longer than you can stay solvent.
Never invest more than you can afford to lose. Seriously. If losing your position would materially impact your life, you're overexposed. Scale down.
Do your own research. Use this as one input among many. And for the love of god, don't ape into a position because a signal said LONG.
Version 1.2.0 — January 2026 — LISAN HOLDINGS