diff --git a/README.md b/README.md
index 133d9f7..b6c552d 100644
--- a/README.md
+++ b/README.md
@@ -1,29 +1,32 @@
 # BTC Portfolio Tracker
 
-A full-stack Bitcoin portfolio tracker with live EUR pricing, purchase history, and interactive charts.
+A full-stack Bitcoin portfolio tracker with live EUR pricing, purchase/sell history, candlestick charts, and price predictions.
 
 ---
 
 ## Features
 
-- **Live BTC price** — fetched from CoinGecko in EUR
-- **Purchase tracking** — log BTC buys with amount (EUR) and price per BTC
-- **Portfolio stats** — total invested, current value, profit/loss
-- **Interactive charts** — portfolio value over time and 1-year BTC price history
-- **Edit & delete** — manage purchases with inline editing
+- **Live BTC price** — fetched from CoinGecko in EUR, with cached fallback and stale warning
+- **Purchase tracking** — log BTC buys with amount (EUR), price per BTC, and a custom date
+- **Sell tracking** — log BTC sells with BTC amount, price per BTC, and a custom date
+- **Portfolio stats** — total invested, current value, profit/loss, net BTC held
+- **Price prediction** — enter a target BTC price to see projected portfolio value and P&L
+- **Interactive charts** — portfolio value over time and BTC candlestick chart (OHLC stored locally)
+- **Edit & delete** — inline editing and deletion for both purchases and sells
+- **Admin panel** — admin users can create, list, and delete accounts
 - **JWT authentication** — secure per-user portfolios
 
 ---
 
 ## Tech Stack
 
-| Layer    | Technology                          |
-|----------|-------------------------------------|
-| Frontend | React 18, Chart.js, dark theme      |
-| Backend  | FastAPI, SQLAlchemy, SQLite          |
-| Auth     | JWT (HS256, 24h expiry) + bcrypt    |
-| Pricing  | CoinGecko API (EUR)                 |
-| Deploy   | Docker + Docker Compose             |
+| Layer    | Technology                              |
+|----------|-----------------------------------------|
+| Frontend | React 18, Chart.js, dark theme          |
+| Backend  | FastAPI, SQLAlchemy, SQLite             |
+| Auth     | JWT (HS256, 24h expiry) + bcrypt        |
+| Pricing  | CoinGecko API (EUR)                     |
+| Deploy   | Docker + Docker Compose + nginx         |
 
 ---
 
@@ -65,42 +68,55 @@ btc-portfolio/
 ├── backend/
 │   └── app/
 │       ├── main.py            # FastAPI app + CORS
-│       ├── models.py          # User & Purchase ORM models
+│       ├── models.py          # User, Purchase, Sell, OHLCCandle ORM models
 │       ├── auth.py            # JWT + bcrypt
 │       ├── dependencies.py    # Auth dependency injection
 │       ├── routes/
 │       │   ├── users.py       # POST /register, POST /login
 │       │   ├── purchases.py   # CRUD /purchases
+│       │   ├── sells.py       # CRUD /sells
 │       │   ├── stats.py       # GET /stats
-│       │   └── history.py     # GET /history (365-day BTC prices)
+│       │   ├── history.py     # GET /history (365-day BTC prices)
+│       │   ├── candles.py     # GET /candles (OHLC data + purchases overlay)
+│       │   └── admin.py       # GET/POST/DELETE /admin/users
 │       └── services/
 │           └── btc.py         # CoinGecko integration
 └── frontend/
     └── src/
         ├── App.js             # Routing
         ├── pages/
-        │   └── Dashboard.js   # Main view
+        │   └── Dashboard.js   # Main view: stats, predictions, charts, tables
         └── components/
-            ├── AddPurchase.js      # Purchase form
-            ├── PurchaseList.js     # Purchase table (edit/delete)
-            ├── PortfolioChart.js   # Invested vs current value
-            └── BTCHistoryChart.js  # 1-year BTC price history
+            ├── AddPurchase.js        # Purchase form (amount EUR, price, date)
+            ├── PurchaseList.js       # Purchase table (inline edit/delete)
+            ├── AddSell.js            # Sell form (BTC amount, price, date)
+            ├── SellList.js           # Sell table (inline edit/delete)
+            ├── PortfolioChart.js     # Invested vs current value over time
+            └── BTCCandlestickChart.js # OHLC candlestick chart with purchase markers
 ```
 
 ---
 
 ## API Endpoints
 
-| Method | Endpoint          | Description                  | Auth |
-|--------|-------------------|------------------------------|------|
-| POST   | `/register`       | Create account               | No   |
-| POST   | `/login`          | Get JWT token                | No   |
-| GET    | `/purchases`      | List user purchases          | Yes  |
-| POST   | `/purchases`      | Add a purchase               | Yes  |
-| PUT    | `/purchases/{id}` | Edit a purchase              | Yes  |
-| DELETE | `/purchases/{id}` | Delete a purchase            | Yes  |
-| GET    | `/stats`          | Portfolio stats (P&L)        | Yes  |
-| GET    | `/history`        | 365-day BTC price history    | Yes  |
+| Method | Endpoint               | Description                        | Auth  |
+|--------|------------------------|------------------------------------|-------|
+| POST   | `/register`            | Create account                     | No    |
+| POST   | `/login`               | Get JWT token                      | No    |
+| GET    | `/purchases`           | List user purchases                | Yes   |
+| POST   | `/purchases`           | Add a purchase                     | Yes   |
+| PUT    | `/purchases/{id}`      | Edit a purchase                    | Yes   |
+| DELETE | `/purchases/{id}`      | Delete a purchase                  | Yes   |
+| GET    | `/sells`               | List user sells                    | Yes   |
+| POST   | `/sells`               | Add a sell                         | Yes   |
+| PUT    | `/sells/{sell_id}`     | Edit a sell                        | Yes   |
+| DELETE | `/sells/{sell_id}`     | Delete a sell                      | Yes   |
+| GET    | `/stats`               | Portfolio stats (P&L, net BTC)     | Yes   |
+| GET    | `/history`             | 365-day BTC price history          | Yes   |
+| GET    | `/candles`             | OHLC candles + purchase overlay    | Yes   |
+| GET    | `/admin/users`         | List all users (admin only)        | Admin |
+| POST   | `/admin/users`         | Create a user (admin only)         | Admin |
+| DELETE | `/admin/users/{id}`    | Delete a user (admin only)         | Admin |
 
 ---
 
@@ -108,15 +124,19 @@ btc-portfolio/
 
 SQLite, stored at `/app/data/btc_portfolio.db` (persisted via Docker volume).
 
-| Table       | Columns                                              |
-|-------------|------------------------------------------------------|
-| `users`     | id, username (unique), password (bcrypt hash)        |
-| `purchases` | id, amount_eur, price_eur, created_at, user_id (FK) |
+| Table          | Columns                                                       |
+|----------------|---------------------------------------------------------------|
+| `users`        | id, username (unique), password (bcrypt hash), is_admin       |
+| `purchases`    | id, amount_eur, price_eur, created_at, user_id (FK)          |
+| `sells`        | id, btc_amount, price_eur, created_at, user_id (FK)          |
+| `ohlc_candles` | id, date (unique, YYYY-MM-DD), open, high, low, close        |
 
 ---
 
 ## Notes
 
 - The `SECRET_KEY` in `auth.py` is hardcoded — use an environment variable in production.
-- CoinGecko requests are unauthenticated; failures return `0.0` gracefully.
+- CoinGecko requests are unauthenticated; failures fall back to the last cached price with a UI warning.
+- OHLC candle data is fetched from CoinGecko and stored locally to reduce API calls.
 - CORS is restricted to `localhost:3000` by default.
+- The frontend is served via nginx in the Docker production setup.