SwiftTrade

SwiftTrade

It beganas a dream.It becamea terminal.

Deon BerishaTrader since 2020

IFirst light
Founded24 October 2025 · Deon Berisha
TradingHis own account, since 2020
StatusIn development · paper trading available
Live data · when the feed is available
Deon Berisha · Founder

It was always my dream to work for myself — in finance.

2009Born in Vaduz

I was born in Vaduz in 2009, with family roots in Pristina. For as long as I can remember, finance was where I wanted to build something of my own.

10First programs

At ten I wrote my first programs — C, then C++. Later came Python, and the software that runs behind the markets.

11First trades

At eleven I placed my first trades. I have traded my own account ever since.

6Years of trading

Six years of trading taught me two things. The best tools in finance are built for institutions — and priced for them. And everything else is scattered across a dozen windows.

IdeaLeaner · more affordable

So the idea took shape: something like Bloomberg — everything in one place — but leaner, faster to work with, and priced for people who trade for themselves.

17SwiftTrade

Now I am seventeen, in the DigiBiz class at HAK Feldkirch — and the idea has a name. SwiftTrade: the software I always wanted, built by me.

NextLaunch · capital for others

Next comes the launch. And one day I also want to trade for others — once SwiftTrade holds the licence that requires.

“I want to build something that can eventually stand alongside the world's most sophisticated financial technology.”

Deon Berisha · Founder, SwiftTrade

The record

Six years of trading, one company.

  1. 2009Vaduz

    Born in Vaduz, Liechtenstein.

  2. 2019Code

    First programs, in C and C++.

  3. 2020Markets

    First trades — and trading my own account ever since.

  4. 2025SwiftTrade

    SwiftTrade founded on 24 October, at sixteen.

  5. 2026The terminal

    The software takes shape — in development, running on paper.

  6. NextCapital

    Trading for others one day — only with the licence that requires.

Why SwiftTrade exists

The best tools in finance
were built for institutions.

The problem

Six windows for one decision.

Trading my own account meant a chart in one application and the order book in another. News in a browser tab, risk in a spreadsheet, backtests in a notebook, the broker somewhere else — each with its own login and its own bill.

Each tool was good on its own. Together they were friction: the chart never knew the position, the risk sheet never saw the order, and nothing remembered why a trade was made.

The idea

One desk.

The idea: a terminal in the spirit of Bloomberg — the chart, the order book, the news, the risk and the research in one window, sharing the same data — but leaner, faster to work with, and priced for people who trade for themselves.

SwiftTrade · the technology

Built layer by layer.

From an order book written in C++ to the window you trade in. Every layer is labelled for what it is today — no roadmap dressed up as a product.

AvailableBuilding

Instruments on the feed
—
Strategies specified
—
Experiments on record
—

Counted live on this server. “—” means the figure is not available to you right now.

The engine: a panel of the SwiftTrade terminalThe engine: a panel of the SwiftTrade terminal
01Available

The engine

An order book in integer ticks with its own memory allocator, a wait-free ring buffer from feed to strategy, streaming statistics in constant time and an options pricer — written in C++ and bound to Python.

Market data: a panel of the SwiftTrade terminalMarket data: a panel of the SwiftTrade terminal
02Available

Market data

Live crypto markets from Binance, a market simulator for everything else — always marked SIM — and a Parquet data lake with quality reports.

Research: a panel of the SwiftTrade terminalResearch: a panel of the SwiftTrade terminal
03Available

Research

Event-driven backtests through the live cost and risk models, walk-forward validation, Monte-Carlo cones and a registry that keeps every experiment.

Risk: a panel of the SwiftTrade terminalRisk: a panel of the SwiftTrade terminal
04Available

Risk

Pre-trade limits on every order, VaR and CVaR, stress scenarios, and a kill switch that only a named person can reset.

Execution: a panel of the SwiftTrade terminalExecution: a panel of the SwiftTrade terminal
05Building · live brokers

Execution

An order management system with paper trading and TWAP, VWAP, POV and iceberg orders. Live broker execution is being built — and stays locked until it is approved.

The co-pilot: a panel of the SwiftTrade terminalThe co-pilot: a panel of the SwiftTrade terminal
06Available

The co-pilot

Reads the tape and explains it, naming its sources for every sentence. It can suggest. It never trades.

The terminal: a panel of the SwiftTrade terminalThe terminal: a panel of the SwiftTrade terminal
07Available · web · Windows desktop

The terminal

Forty-seven panels and eighteen desks in one window, driven from the keyboard — Ctrl + K reaches every instrument, panel and command.

Then the pieces had to become one product.

The terminal

This is what
we built.

The SwiftTrade terminal: watchlist, chart with position, co-pilot, risk, order book, research and equity on one deskThe SwiftTrade terminal: watchlist, chart with position, co-pilot, risk, order book, research and equity on one desk
  1. The chart knows the positionEntry, stop and target are drawn where they belong — on the price.
  2. A co-pilot that shows its sourcesEvery sentence names the data behind it. It suggests; it never trades.
  3. The book and the tapeLevel-2 depth and every trade, next to the order you are about to send.
  4. Risk before the orderLimits, exposure and the kill switch, live, on the same desk.

SwiftTrade Terminal

Every tool of the craft.
One window.

Live market data, paper trading, research and risk — running on this server now.

Desktop app · coming soon →
Inside the terminal

01 · Charting

The chart knows what you hold.

Your entry, the bot's stop and its target are drawn on the price itself, with volume, indicators and your own drawings beneath.

02 · Order flow

See the auction, not just the price.

Resting liquidity as a heatmap, cumulative delta and the tape — from live venue data where it exists, from the simulator where it does not, and always labelled.

03 · Trading desk

A ladder, a ticket, a blotter.

Every order — paper today — passes the same pre-trade risk checks before it reaches the book.

04 · Research

Research on the same desk.

Options chains with theoretical values, correlation across the book and Monte-Carlo cones for any strategy.

05 · Intelligence

News with sources, never with a buy button.

Verified events placed on a globe and a calendar, each with its source and confidence. News can lower risk; it can never place a trade.

06 · Markets

The world, in sessions.

World clocks, market status, a markets board by asset class and the flows between them.

07 · Command

Everything is a keystroke away.

Ctrl + K reaches every instrument, panel, strategy and command. Function keys open the panels you use most.

SwiftTrade terminal — Trading deskSwiftTrade terminal — Trading desk
SwiftTrade terminal — Order flowSwiftTrade terminal — Order flow
SwiftTrade terminal — Trading deskSwiftTrade terminal — Trading desk
SwiftTrade terminal — Quant deskSwiftTrade terminal — Quant desk
SwiftTrade terminal — Intelligence deskSwiftTrade terminal — Intelligence desk
SwiftTrade terminal — Macro deskSwiftTrade terminal — Macro desk
SwiftTrade terminal — Command paletteSwiftTrade terminal — Command palette

Real captures of the SwiftTrade terminal on this server — simulated instruments are marked SIM.

  1. Charting: a panel of the SwiftTrade terminalCharting: a panel of the SwiftTrade terminal

    01 · Charting

    The chart knows what you hold.

    Your entry, the bot's stop and its target are drawn on the price itself, with volume, indicators and your own drawings beneath.

  2. Order flow: a panel of the SwiftTrade terminalOrder flow: a panel of the SwiftTrade terminal

    02 · Order flow

    See the auction, not just the price.

    Resting liquidity as a heatmap, cumulative delta and the tape — from live venue data where it exists, from the simulator where it does not, and always labelled.

  3. Trading desk: a panel of the SwiftTrade terminalTrading desk: a panel of the SwiftTrade terminal

    03 · Trading desk

    A ladder, a ticket, a blotter.

    Every order — paper today — passes the same pre-trade risk checks before it reaches the book.

  4. Research: a panel of the SwiftTrade terminalResearch: a panel of the SwiftTrade terminal

    04 · Research

    Research on the same desk.

    Options chains with theoretical values, correlation across the book and Monte-Carlo cones for any strategy.

  5. Intelligence: a panel of the SwiftTrade terminalIntelligence: a panel of the SwiftTrade terminal

    05 · Intelligence

    News with sources, never with a buy button.

    Verified events placed on a globe and a calendar, each with its source and confidence. News can lower risk; it can never place a trade.

  6. Markets: a panel of the SwiftTrade terminalMarkets: a panel of the SwiftTrade terminal

    06 · Markets

    The world, in sessions.

    World clocks, market status, a markets board by asset class and the flows between them.

  7. Command: a panel of the SwiftTrade terminalCommand: a panel of the SwiftTrade terminal

    07 · Command

    Everything is a keystroke away.

    Ctrl + K reaches every instrument, panel, strategy and command. Function keys open the panels you use most.

Live

Not a mock-up.
The server, right now.

This window is the terminal's data as this server sees it at this moment: the watchlist, the featured instrument and the co-pilot's notes with their sources. The full desk opens in the terminal — in the browser, or in the desktop app.

SwiftTrade — Terminalconnecting…
Watchlist

Waiting for the feed.

———
Bid
—
Ask
—
Spread
—
VWAP
—
Co-pilot · explains, never trades

Notes appear once there is enough data to say something true.

Portfolio risk · paper
Kill switch
—
VaR 1d
—
Drawdown
—
Gross lev.
—

Every desktop build on the download page lists its version, size and SHA-256 checksum. Paper trading by default; live trading stays locked. Nothing here is investment advice.

Security & connectivity

Built to fail closed.
Your keys stay on the server.

A trading tool is only worth the trust you can put in it. These are the rules SwiftTrade is built on — when something is uncertain, it stops instead of guessing.

  1. 01

    Accounts

    Passwords are stored as memory-hard scrypt hashes. Two-factor sign-in with an authenticator app and recovery codes; every session is listed and can be signed out.

  2. 02

    Broker keys

    API keys are encrypted on the server (AES-256-GCM) and never sent back to the browser — you only ever see the last four characters. Keys that can withdraw funds are refused for live accounts.

  3. 03

    Live trading, locked

    SwiftTrade starts in paper mode. Live execution needs the operator's server switch and a typed confirmation for each session, and the emergency stop is always one click away.

  4. 04

    AI explains, never trades

    The co-pilot and the news engine can inform you and can lower risk. Neither can place an order.

  5. 05

    An audit trail

    Sign-ins, security changes, broker connections and every change of the trading bot's mode are written to an append-only, hash-chained log.

  6. 06

    The desktop app

    Signs in through your browser, so it never sees your password, and talks only to the server you choose.

Connect a broker

Binance Spot — on the testnet first. The key is checked with the exchange before it is saved, and you can test or remove the connection at any time. More venues follow.

Where it is going
The first chapter
is only beginning.

It started as a dream of working for myself in finance. It will be built the way it started: step by step, in the open, and saying plainly what exists and what is still to come.

  1. TodayAvailable

    Paper trading, research, risk and the terminal — in the browser and in the desktop app.

  2. NextBuilding

    Signed installers for Windows, macOS and Linux, more broker connections, and live execution locked behind approvals.

  3. LaterPlanned

    A mobile companion for alerts, positions and the co-pilot.

  4. The long termVision

    Trading for others — only once SwiftTrade holds the licence that requires — and technology that can work at an institutional level.

Contact

Write to SwiftTrade.

Questions, ideas, or an interest in what is being built — every message is read.

Create an account →

Your message is stored on this server only to answer you. See the privacy notice.

Messages are kept by a SwiftTrade engine, and this website runs without one, so the form is switched off here.