diff --git a/frontend/package.json b/frontend/package.json
index 6b85ccc2..16758294 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -6,6 +6,7 @@
     "@testing-library/jest-dom": "^5.17.0",
     "@testing-library/react": "^13.4.0",
     "@testing-library/user-event": "^13.5.0",
+    "d3": "^7.9.0",
     "get-starknet": "^3.0.1",
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
diff --git a/frontend/src/canvas/Canvas.js b/frontend/src/canvas/Canvas.js
index 43302efb..1e0f88eb 100644
--- a/frontend/src/canvas/Canvas.js
+++ b/frontend/src/canvas/Canvas.js
@@ -1,4 +1,5 @@
 import React, { useCallback, useRef, useEffect, useState } from 'react'
+import { select, zoom, zoomIdentity } from "d3"
 import useWebSocket, { ReadyState } from 'react-use-websocket'
 import './Canvas.css';
 // import TemplateOverlay from './TemplateOverlay.js';
@@ -7,20 +8,17 @@ import backendConfig from "../configs/backend.config.json"
 
 const Canvas = props => {
   const backendUrl = "http://" + backendConfig.host + ":" + backendConfig.port
-  // TODO: Pressing "Canvas" resets the view / positioning
+  //TODO: Pressing "Canvas" resets the view / positioning
+  //TODO: Way to configure tick rates to give smooth xp for all users
+
+  //Todo: Make this dynamic
+  const minScale = 1;
+  const maxScale = 40;
 
-  const [canvasPositionX, setCanvasPositionX] = useState(0)
-  const [canvasPositionY, setCanvasPositionY] = useState(0)
-  const [isDragging, setIsDragging] = useState(false)
-  const [dragStartX, setDragStartX] = useState(0)
-  const [dragStartY, setDragStartY] = useState(0)
 
-  const [canvasScale, setCanvasScale] = useState(6)
-  const minScale = 1 // TODO: To config
-  const maxScale = 40
-  //TODO: Way to configure tick rates to give smooth xp for all users
-  
   const canvasRef = useRef(null)
+  const canvasPositionRef = useRef(null)
+  const canvasScaleRef = useRef(null)
 
   // Read canvas config from environment variable file json
   const width = canvasConfig.canvas.width
@@ -35,58 +33,33 @@ const Canvas = props => {
       shouldReconnect: () => true,
     },
   )
-  
-  // TODO: Weird positioning behavior when clicking into devtools
-
-  // Handle wheel event for zooming
-  const handleWheel = (e) => {
-    let newScale = canvasScale
-    if (e.deltaY < 0) {
-      newScale = Math.min(maxScale, newScale + 0.2)
-    } else {
-      newScale = Math.max(minScale, newScale - 0.2)
-    }
-    // TODO: Smart positioning of canvas zoom ( zoom to center of mouse pointer )
-    //let newCanvasPositionX = canvasPositionX
-    //let newCanvasPositionY = canvasPositionY
-    //const canvasOriginX = canvasPositionX + width / 2
-    //const canvasOriginY = canvasPositionY + height / 2
-    //setCanvasPositionX(newCanvasPositionX)
-    //setCanvasPositionY(newCanvasPositionY)
 
-    setCanvasScale(newScale)
-  }
+  // TODO: Weird positioning behavior when clicking into devtools
+  useEffect(() => {
+    const canvas = select(canvasPositionRef.current)
+    const Dzoom = zoom().scaleExtent([minScale, maxScale]).on("zoom", zoomHandler)
 
-  const handlePointerDown = (e) => {
-    setIsDragging(true)
-    setDragStartX(e.clientX)
-    setDragStartY(e.clientY)
-  }
+    // Set default zoom level and center the canvas
+    canvas
+      .call(Dzoom)
+      .call(Dzoom.transform, zoomIdentity.translate(0, 0).scale(4))
 
-  const handlePointerUp = () => {
-    setIsDragging(false)
-    setDragStartX(0)
-    setDragStartY(0)
-  }
+    return () => {
+      canvas.on(".zoom", null); // Clean up zoom event listeners
+    };
+  }, []);
 
-  const handlePointerMove = (e) => {
-    if (isDragging) {
-      // TODO: Prevent dragging outside of canvas container
-      setCanvasPositionX(canvasPositionX + e.clientX - dragStartX)
-      setCanvasPositionY(canvasPositionY + e.clientY - dragStartY)
-      setDragStartX(e.clientX)
-      setDragStartY(e.clientY)
-    }
+  const zoomHandler = (event) => {
+    const ele = canvasScaleRef.current
+    const {
+      k: newScale,
+      x: newCanvasPositionX,
+      y: newCanvasPositionY,
+    } = event.transform;
+    const transformValue = `translate(${newCanvasPositionX}px, ${newCanvasPositionY}px) scale(${newScale})`
+    ele.style.transform = transformValue
   }
 
-  useEffect(() => {
-    document.addEventListener('pointerup', handlePointerUp)
-
-    return () => {
-      document.removeEventListener('pointerup', handlePointerUp)
-    }
-  }, [])
-
   const [setup, setSetup] = useState(false)
 
   const draw = useCallback((ctx, imageData) => {
@@ -104,7 +77,7 @@ const Canvas = props => {
     const context = canvas.getContext('2d')
 
     let getCanvasEndpoint = backendUrl + "/getCanvas"
-    fetch(getCanvasEndpoint, {mode: 'cors'}).then(response => {
+    fetch(getCanvasEndpoint, { mode: 'cors' }).then(response => {
       return response.arrayBuffer()
     }).then(data => {
       let colorData = new Uint8Array(data, 0, data.byteLength)
@@ -205,7 +178,7 @@ const Canvas = props => {
     if (props.selectedPositionX === null || props.selectedPositionY === null) {
       return
     }
-    
+
     const position = props.selectedPositionX + props.selectedPositionY * width
     const colorIdx = props.selectedColorId
     let placePixelEndpoint = backendUrl + "/placePixelDevnet"
@@ -228,7 +201,7 @@ const Canvas = props => {
     props.setSelectedColorId(-1)
     // TODO: Optimistic update
   }
-  
+
   // TODO: Deselect pixel when clicking outside of color palette or pixel
   // TODO: Show small position vec in bottom right corner of canvas
   const getSelectedColor = () => {
@@ -287,19 +260,19 @@ const Canvas = props => {
 
   // TODO: both place options
   return (
-    <div className="Canvas__container" onWheel={handleWheel} onPointerDown={handlePointerDown} onPointerMove={handlePointerMove}>
-      <div className="Canvas__position" style={{transform: `translate(${canvasPositionX}px, ${canvasPositionY}px )`}}>
-        <div className="Canvas__scale" style={{transform: `scale(${canvasScale})`}}>
-          { props.pixelSelectedMode && (
-            <div className="Canvas__selected" style={{left: props.selectedPositionX, top: props.selectedPositionY}}>
-              <div className="Canvas__selected__pixel" style={{backgroundColor: getSelectorsColor(), boxShadow: `0 0 .2px .1px ${getSelectorsColorInverse()} inset`}}></div>
+    <div className="Canvas__container">
+      <div ref={canvasPositionRef} className="Canvas__position">
+        <div ref={canvasScaleRef} className="Canvas__scale">
+          {props.pixelSelectedMode && (
+            <div className="Canvas__selected" style={{ left: props.selectedPositionX, top: props.selectedPositionY }}>
+              <div className="Canvas__selected__pixel" style={{ backgroundColor: getSelectorsColor(), boxShadow: `0 0 .2px .1px ${getSelectorsColorInverse()} inset` }}></div>
             </div>
           )}
-          <canvas ref={canvasRef} className="Canvas" onClick={pixelClicked}/>
+          <canvas ref={canvasRef} className="Canvas" onClick={pixelClicked} />
         </div>
       </div>
     </div>
   );
 }
 
-export default Canvas
\ No newline at end of file
+export default Canvas