diff --git a/Makefile b/Makefile
index 20bbe04..ce64744 100644
--- a/Makefile
+++ b/Makefile
@@ -12,6 +12,9 @@ sync:
 images:
 	deno run --allow-all utils/images.js
 
+img-opt:
+	deno run --allow-all utils/img-opt.js
+
 test:
 	deno test --allow-all utils/test.js
 
diff --git a/schema/index.yaml b/schema/index.yaml
index d8a8a3c..c4537a8 100644
--- a/schema/index.yaml
+++ b/schema/index.yaml
@@ -97,6 +97,8 @@ $defs:
         $ref: "#/$defs/design"
       images:
         type: object
+      thumbs:
+        type: object
   person:
     type: object
     additionalProperties: false
@@ -134,6 +136,8 @@ $defs:
       imageUrl:
         type: string
         format: uri
+      thumbs:
+        type: object
   research:
     type: object
     additionalProperties: false
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diff --git a/utils/engine.js b/utils/engine.js
index 0149aa6..ee3a881 100644
--- a/utils/engine.js
+++ b/utils/engine.js
@@ -58,6 +58,20 @@ export class Engine {
             }
           }
           ev.images = images
+
+          ev.thumbs = {}
+          // scan for thumbnails
+          for await (const ti of Deno.readDir(join(yearDir, "thumbs"))) {
+            const [name, ext] = ti.name.split('.')
+            const split = name.split('-')
+            const thumbKey = split[split.length-1]
+            const imageKey = split[split.length-2]
+            const sid = split.slice(0, split.length-2).join('-')
+            
+            if (ev.id === sid) {
+              ev.thumbs[[ imageKey, thumbKey.replace('px', '')].join(':')] = `https://data.web3privacy.info/img/events/${year}/thumbs/${ev.id}-${imageKey}-${thumbKey}.${ext}`
+            }
+          }
         }
       }
       return out;
@@ -93,6 +107,20 @@ export class Engine {
           if (img) {
             item.imageUrl =
               `https://data.web3privacy.info/img/people/${img.id}.${img.ext}`;
+
+            item.thumbs = {}
+
+            // scan for thumbnails
+            for await (const ti of Deno.readDir(join(dir, "_images", "thumbs"))) {
+              const [name, ext] = ti.name.split('.')
+              const split = name.split('-')
+              const thumbKey = split[split.length-1]
+              const sid = split.slice(0, split.length-1).join('-')
+              
+              if (item.id === sid) {
+                item.thumbs[thumbKey.replace('px', '')] = `https://data.web3privacy.info/img/people/thumbs/${img.id}-${thumbKey}.${ext}`
+              }
+            }
           }
         }
         arr.push(item);
diff --git a/utils/img-opt.js b/utils/img-opt.js
new file mode 100644
index 0000000..1db1aa0
--- /dev/null
+++ b/utils/img-opt.js
@@ -0,0 +1,40 @@
+import { run } from "https://deno.land/x/run_simple/mod.ts";
+import { join } from "https://deno.land/std@0.208.0/path/mod.ts";
+import { emptyDir } from "https://deno.land/std@0.196.0/fs/empty_dir.ts";
+
+async function optimizeDir (dir, sizes) {
+    await emptyDir(join(dir, 'thumbs'))
+    
+    for await (const f of Deno.readDir(dir)) {
+        const [ name, ext ] = f.name.split('.')
+        if (!['jpg', 'jpeg', 'png'].includes(ext)) {
+            continue;
+        }
+        console.log(`processing: ${name}`)
+
+        const explain = await run(`identify ${join(dir, f.name)}`);
+        const [ _, format, resolution ] = explain.split(' ')
+        const [ width, height ] = resolution.split('x').map(c => Number(c))
+
+        for (const size of Object.keys(sizes)) {
+            const sizeConf = sizes[size];
+            const outputFn = join(dir, 'thumbs', `${name}-${size}.webp`)
+
+            let resize = `-resize ${sizeConf.width} ${Math.round(height/(width/sizeConf.width))}`;
+            if (width <= sizeConf.width) {
+                resize = '';
+            }
+            //console.log(outputFn, resolution, resize)
+            await run(`cwebp ${join(dir, f.name)} -o ${outputFn}${resize ? ' '+resize : ''}`)
+            console.log(`File writted: ${outputFn}`)
+        }
+    }
+}
+
+await optimizeDir('./src/people/_images', { '64px': { width: 64 }, '128px': { width: 128 }, '400px': { width: 400 } })
+
+const eventSizes = { '128px': { width: 128 }, '360px': { width: 360 }, '640px': { width: 640 } }
+await optimizeDir('./src/events/_images/2023', eventSizes)
+await optimizeDir('./src/events/_images/2024', eventSizes)
+
+//console.log(await run('ls'))
\ No newline at end of file