diff --git a/README.md b/README.md
index 406cc48..53743fc 100644
--- a/README.md
+++ b/README.md
@@ -26,9 +26,63 @@ Now install the package:
 npm i @ng-web-apis/workers
 ```
 
-## Usage
+## How it use
 
-TBD
+You can create worker and use it in a template with `AsyncPipe`:
+
+```typescript
+import {WebWorker} from '@ng-web-apis/workers';
+
+function compute(data: number): number {
+    return data ** 2;
+}
+
+@Component({
+    template: `
+        Computed Result: {{ worker | async }}
+        <form (ngSubmit)="worker.postMessage(input.value)">
+            <input #input />
+            <button type="submit">Send to worker</button>
+        </form>
+    `,
+})
+class SomeComponent {
+    readonly worker = WebWorker.fromFunction<number, number>(compute);
+}
+```
+
+It's the same with `WorkerPipe` only:
+
+```typescript
+import {WorkerModule} from '@ng-web-apis/workers';
+import {NgModule} from '@angular/core';
+
+@NgModule({
+    imports: [WorkerModule],
+    declarations: [SomeComponent],
+})
+class SomeModule {}
+```
+
+```typescript
+import {WorkerExecutor, WebWorker} from '@ng-web-apis/workers';
+import {FormControl} from '@angular/forms';
+
+@Component({
+    template: `
+        Computed Result: {{ value | waWorker: changeData | async }}
+
+        <input [(ngModel)]="value" />
+    `,
+})
+class SomeComponent {
+    value: string;
+
+    changeData(data: string): string {
+        return `${data} (changed)`;
+    }
+}
+```
 
 ## See also
 
diff --git a/projects/demo/src/app/app.browser.module.ts b/projects/demo/src/app/app.browser.module.ts
index 4d353f0..5efaf73 100644
--- a/projects/demo/src/app/app.browser.module.ts
+++ b/projects/demo/src/app/app.browser.module.ts
@@ -7,8 +7,10 @@ import {
 import {NgModule} from '@angular/core';
 import {FormsModule} from '@angular/forms';
 import {BrowserModule} from '@angular/platform-browser';
+import {WorkerModule} from '@ng-web-apis/workers';
 import {AppComponent} from './app.component';
 import {AppRoutingModule} from './app.routes';
+import {ClockComponent} from './clock.component';
 
 @NgModule({
     bootstrap: [AppComponent],
@@ -17,8 +19,9 @@ import {AppRoutingModule} from './app.routes';
         FormsModule,
         BrowserModule.withServerTransition({appId: 'demo'}),
         AppRoutingModule,
+        WorkerModule,
     ],
-    declarations: [AppComponent],
+    declarations: [AppComponent, ClockComponent],
     providers: [
         {
             provide: LocationStrategy,
diff --git a/projects/demo/src/app/app.component.html b/projects/demo/src/app/app.component.html
index e69de29..4355c48 100644
--- a/projects/demo/src/app/app.component.html
+++ b/projects/demo/src/app/app.component.html
@@ -0,0 +1,10 @@
+<app-clock></app-clock>
+
+<div class="example">
+    <button (click)="workerThread.postMessage()">Run in worker process</button>
+    <p>Execution time: {{ workerData$ | async }}</p>
+</div>
+<div class="example">
+    <button (click)="emitter.next()">Run in main process</button>
+    <p>Execution time: {{ result$ | async }}</p>
+</div>
diff --git a/projects/demo/src/app/app.component.less b/projects/demo/src/app/app.component.less
index 9fc56c2..1e8a83c 100644
--- a/projects/demo/src/app/app.component.less
+++ b/projects/demo/src/app/app.component.less
@@ -5,8 +5,9 @@
     align-items: center;
 }
 
-.observer {
-    background: skyblue;
-    border-radius: 16px;
-    padding: 40px;
+.example {
+    min-width: 360px;
+    border-top: 1px solid gainsboro;
+    margin-top: 16px;
+    padding-top: 16px;
 }
diff --git a/projects/demo/src/app/app.component.ts b/projects/demo/src/app/app.component.ts
index 67d9132..1d3bf31 100644
--- a/projects/demo/src/app/app.component.ts
+++ b/projects/demo/src/app/app.component.ts
@@ -1,4 +1,7 @@
 import {ChangeDetectionStrategy, Component} from '@angular/core';
+import {toData, WebWorker} from '@ng-web-apis/workers';
+import {Subject} from 'rxjs';
+import {map} from 'rxjs/operators';
 
 @Component({
     selector: 'main',
@@ -6,4 +9,19 @@ import {ChangeDetectionStrategy, Component} from '@angular/core';
     styleUrls: ['./app.component.less'],
     changeDetection: ChangeDetectionStrategy.OnPush,
 })
-export class AppComponent {}
+export class AppComponent {
+    readonly workerThread = WebWorker.fromFunction<void, number>(this.startCompute);
+    readonly workerData$ = this.workerThread.pipe(toData());
+    readonly emitter = new Subject<void>();
+    readonly result$ = this.emitter.pipe(map(this.startCompute));
+
+    startCompute(): number {
+        const start = performance.now();
+
+        Array.from({length: 16000}).forEach((_, index) =>
+            Array.from({length: index}).reduce<number>((sum: number) => sum + 1, 0),
+        );
+
+        return performance.now() - start;
+    }
+}
diff --git a/projects/demo/src/app/clock.component.ts b/projects/demo/src/app/clock.component.ts
new file mode 100644
index 0000000..10915a5
--- /dev/null
+++ b/projects/demo/src/app/clock.component.ts
@@ -0,0 +1,14 @@
+import {ChangeDetectionStrategy, Component} from '@angular/core';
+import {Observable, timer} from 'rxjs';
+import {map} from 'rxjs/operators';
+
+@Component({
+    selector: 'app-clock',
+    template: `
+        {{ date$ | async | date: 'mediumTime' }}
+    `,
+    changeDetection: ChangeDetectionStrategy.OnPush,
+})
+export class ClockComponent {
+    readonly date$: Observable<number> = timer(0, 1000).pipe(map(() => Date.now()));
+}
diff --git a/projects/workers/src/public-api.ts b/projects/workers/src/public-api.ts
index 8e9f6fc..a7a39ba 100644
--- a/projects/workers/src/public-api.ts
+++ b/projects/workers/src/public-api.ts
@@ -1,3 +1,12 @@
 /**
  * Public API Surface of @ng-web-apis/workers
  */
+export * from './worker/classes/web-worker';
+export * from './worker/operators/to-data';
+
+export * from './worker/pipes/worker.pipe';
+
+export * from './worker/types/worker-function';
+export * from './worker/types/typed-message-event';
+
+export * from './worker/worker.module';
diff --git a/projects/workers/src/worker/classes/web-worker.spec.ts b/projects/workers/src/worker/classes/web-worker.spec.ts
new file mode 100644
index 0000000..04dee8b
--- /dev/null
+++ b/projects/workers/src/worker/classes/web-worker.spec.ts
@@ -0,0 +1,92 @@
+import {Observable} from 'rxjs';
+import {take} from 'rxjs/operators';
+import {TypedMessageEvent} from '../types/typed-message-event';
+import {WebWorker} from './web-worker';
+
+// it is needed to ignore web worker errors
+window.onerror = () => {};
+
+describe('WebWorker', () => {
+    it('should fail if a worker is not available', async () => {
+        const OriginalWorker = Worker;
+
+        delete (window as any).Worker;
+
+        const worker = WebWorker.fromFunction<void, void>(d => d);
+
+        expect(() => worker.terminate()).not.toThrow();
+        expect(() => worker.postMessage()).not.toThrow();
+
+        await expectAsync(worker.toPromise()).toBeRejected();
+
+        (window as any).Worker = OriginalWorker;
+    });
+
+    it('should create worker from a function', () => {
+        const worker = WebWorker.fromFunction(d => d);
+
+        expect(worker instanceof WebWorker).toEqual(true);
+        expect((worker as any).worker instanceof Worker).toEqual(true);
+    });
+
+    it('should trigger an error if URL was not found', async () => {
+        const worker = new WebWorker('some/wrong/url');
+
+        await expectAsync(worker.toPromise()).toBeRejected();
+    });
+
+    it('should resolve the last value before completing', async () => {
+        const worker = WebWorker.fromFunction((data: string) => Promise.resolve(data));
+
+        const promise = worker
+            .pipe(source => {
+                return new Observable(subscriber => {
+                    source.subscribe({
+                        next({data}: TypedMessageEvent<string>) {
+                            (source as WebWorker).terminate();
+                            subscriber.next(data);
+                            subscriber.complete();
+                        },
+                    });
+                });
+            })
+            .toPromise();
+
+        worker.postMessage('a');
+        worker.postMessage('b');
+        expect(await promise).toEqual('a');
+    });
+
+    it('should run a worker and return a correct data', async () => {
+        const workerPromise: Promise<TypedMessageEvent<string>> = WebWorker.execute<
+            string,
+            string
+        >(data => Promise.resolve().then(() => data), 'some data');
+
+        expect((await workerPromise).data).toEqual('some data');
+    }, 10000);
+
+    it('should create worker', async () => {
+        const thread = WebWorker.fromFunction<string, string>(data =>
+            Promise.resolve(data),
+        );
+
+        const workerPromise = thread.pipe(take(1)).toPromise();
+
+        thread.postMessage('some data');
+
+        expect((await workerPromise).data).toEqual('some data');
+    }, 10000);
+
+    it('should fail if an inner promise is rejected', async () => {
+        const worker = WebWorker.fromFunction<void, string>(() =>
+            Promise.reject('reason'),
+        );
+
+        worker.postMessage();
+
+        expect(await worker.toPromise().catch(err => err.message)).toEqual(
+            'Uncaught reason',
+        );
+    });
+});
diff --git a/projects/workers/src/worker/classes/web-worker.ts b/projects/workers/src/worker/classes/web-worker.ts
new file mode 100644
index 0000000..b3d032c
--- /dev/null
+++ b/projects/workers/src/worker/classes/web-worker.ts
@@ -0,0 +1,84 @@
+import {EMPTY, fromEvent, merge, Observable} from 'rxjs';
+import {take, tap} from 'rxjs/operators';
+import {WORKER_BLANK_FN} from '../consts/worker-fn-template';
+import {TypedMessageEvent} from '../types/typed-message-event';
+import {WorkerFunction} from '../types/worker-function';
+
+export class WebWorker<T = any, R = any> extends Observable<TypedMessageEvent<R>> {
+    private readonly worker: Worker | undefined;
+    private readonly url: string;
+
+    constructor(url: string, options?: WorkerOptions) {
+        let worker: Worker | undefined;
+        let error: any;
+
+        try {
+            worker = new Worker(url, options);
+        } catch (e) {
+            error = e;
+        }
+
+        super(subscriber => {
+            if (error) {
+                subscriber.error(error);
+            }
+
+            const eventStream$ = worker
+                ? merge(
+                      fromEvent<TypedMessageEvent<R>>(worker, 'message').pipe(
+                          tap(event => subscriber.next(event)),
+                      ),
+                      fromEvent<ErrorEvent>(worker, 'error').pipe(
+                          tap(event => subscriber.error(event)),
+                      ),
+                  )
+                : EMPTY;
+
+            return eventStream$.subscribe();
+        });
+
+        this.worker = worker;
+        this.url = url;
+    }
+
+    static fromFunction<T, R>(
+        fn: WorkerFunction<T, R>,
+        options?: WorkerOptions,
+    ): WebWorker<T, R> {
+        return new WebWorker<T, R>(WebWorker.createFnUrl(fn), options);
+    }
+
+    static execute<T, R>(
+        fn: WorkerFunction<T, R>,
+        data: T,
+    ): Promise<TypedMessageEvent<R>> {
+        const worker = WebWorker.fromFunction(fn);
+        const promise = worker.pipe(take(1)).toPromise();
+
+        worker.postMessage(data);
+
+        return promise;
+    }
+
+    private static createFnUrl(fn: WorkerFunction): string {
+        const script = `(${WORKER_BLANK_FN})(${fn});`;
+
+        const blob = new Blob([script], {type: 'text/javascript'});
+
+        return URL.createObjectURL(blob);
+    }
+
+    terminate() {
+        if (this.worker) {
+            this.worker.terminate();
+        }
+
+        URL.revokeObjectURL(this.url);
+    }
+
+    postMessage(value: T) {
+        if (this.worker) {
+            this.worker.postMessage(value);
+        }
+    }
+}
diff --git a/projects/workers/src/worker/consts/worker-fn-template.ts b/projects/workers/src/worker/consts/worker-fn-template.ts
new file mode 100644
index 0000000..0d01e13
--- /dev/null
+++ b/projects/workers/src/worker/consts/worker-fn-template.ts
@@ -0,0 +1,22 @@
+// throw an error using the `setTimeout` function
+// because web worker doesn't emit ErrorEvent from promises
+export const WORKER_BLANK_FN = `
+function(fn){
+    function isFunction(type){
+        return type === 'function';
+    }
+
+    self.addEventListener('message', function(e) {
+        var result = fn.call(null, e.data);
+        if (result && [typeof result.then, typeof result.catch].every(isFunction)){
+            result
+                .then(postMessage)
+                .catch(function(error) {
+                    setTimeout(function(){throw error}, 0)
+                })
+        } else {
+            postMessage(result);
+        }
+    })
+}
+`;
diff --git a/projects/workers/src/worker/operators/to-data.ts b/projects/workers/src/worker/operators/to-data.ts
new file mode 100644
index 0000000..0db7e1a
--- /dev/null
+++ b/projects/workers/src/worker/operators/to-data.ts
@@ -0,0 +1,7 @@
+import {OperatorFunction} from 'rxjs';
+import {map} from 'rxjs/operators';
+import {TypedMessageEvent} from '../types/typed-message-event';
+
+export function toData<T>(): OperatorFunction<TypedMessageEvent<T>, T> {
+    return map<TypedMessageEvent<T>, T>(({data}) => data);
+}
diff --git a/projects/workers/src/worker/pipes/worker.pipe.spec.ts b/projects/workers/src/worker/pipes/worker.pipe.spec.ts
new file mode 100644
index 0000000..7d31c68
--- /dev/null
+++ b/projects/workers/src/worker/pipes/worker.pipe.spec.ts
@@ -0,0 +1,35 @@
+import {take} from 'rxjs/operators';
+import {WorkerPipe} from './worker.pipe';
+
+describe('WorkerPipe', () => {
+    let pipe: WorkerPipe;
+
+    beforeEach(() => {
+        pipe = new WorkerPipe();
+    });
+
+    it('should emit the first value', async () => {
+        const result = await pipe
+            .transform('a', data => data)
+            .pipe(take(1))
+            .toPromise();
+
+        expect(await result).toEqual('a');
+    });
+
+    it('should return the same worker for the same function', async () => {
+        const workerFn = (data: unknown) => data;
+
+        const worker = await pipe.transform('a', workerFn);
+        const theSameWorker = await pipe.transform('a', workerFn);
+
+        expect(worker).toEqual(theSameWorker);
+    });
+
+    it('should return a different worker for a different function', async () => {
+        const worker = await pipe.transform('a', (data: unknown) => data);
+        const differentWorker = await pipe.transform('a', (data: unknown) => data);
+
+        expect(worker).not.toEqual(differentWorker);
+    });
+});
diff --git a/projects/workers/src/worker/pipes/worker.pipe.ts b/projects/workers/src/worker/pipes/worker.pipe.ts
new file mode 100644
index 0000000..4f63e1b
--- /dev/null
+++ b/projects/workers/src/worker/pipes/worker.pipe.ts
@@ -0,0 +1,26 @@
+import {Pipe, PipeTransform} from '@angular/core';
+import {Observable} from 'rxjs';
+import {WebWorker} from '../classes/web-worker';
+import {toData} from '../operators/to-data';
+import {WorkerFunction} from '../types/worker-function';
+
+@Pipe({
+    name: 'waWorker',
+})
+export class WorkerPipe implements PipeTransform {
+    private workers = new WeakMap<WorkerFunction, WebWorker>();
+    private observers = new WeakMap<WebWorker, Observable<any>>();
+
+    transform<T, R>(value: T, fn: WorkerFunction<T, R>): Observable<R> {
+        const worker = this.workers.get(fn) || WebWorker.fromFunction(fn);
+
+        this.workers.set(fn, worker);
+        worker.postMessage(value);
+
+        const observer = this.observers.get(worker) || worker.pipe(toData());
+
+        this.observers.set(worker, observer);
+
+        return observer;
+    }
+}
diff --git a/projects/workers/src/worker/types/typed-message-event.ts b/projects/workers/src/worker/types/typed-message-event.ts
new file mode 100644
index 0000000..492e03b
--- /dev/null
+++ b/projects/workers/src/worker/types/typed-message-event.ts
@@ -0,0 +1,3 @@
+export interface TypedMessageEvent<T> extends MessageEvent {
+    data: T;
+}
diff --git a/projects/workers/src/worker/types/worker-function.ts b/projects/workers/src/worker/types/worker-function.ts
new file mode 100644
index 0000000..854e555
--- /dev/null
+++ b/projects/workers/src/worker/types/worker-function.ts
@@ -0,0 +1 @@
+export type WorkerFunction<T = any, R = any> = (data: T) => R | Promise<R>;
diff --git a/projects/workers/src/worker/worker.module.ts b/projects/workers/src/worker/worker.module.ts
new file mode 100644
index 0000000..e188f51
--- /dev/null
+++ b/projects/workers/src/worker/worker.module.ts
@@ -0,0 +1,8 @@
+import {NgModule} from '@angular/core';
+import {WorkerPipe} from './pipes/worker.pipe';
+
+@NgModule({
+    declarations: [WorkerPipe],
+    exports: [WorkerPipe],
+})
+export class WorkerModule {}