How does Swiggy use machine learning?

How does Swiggy use machine learning?

While routine jobs will continue to give way to automation, food-tech companies such as Swiggy and Zomato are increasingly turning to machine learning (ML) and automation to drive their businesses, using years of data accumulated from food orders and user-level consumption patterns.

Does Swiggy use AI?

AI also provides Swiggy a personalized interface for its users based on their particular needs or preferences. Swiggy uses data analytics to provide a list of restaurants to each customer as per their preferences rather than on their location.

How is Swiggy AI?

thus, Swiggy uses AI and data science to differentiate the food dishes from images classifying and separating them as vegetarian or non-vegetarian dishes. NLP can thus greatly help the platform in knowing their customer sentiments and serving wider geography.

What software does Swiggy use?

We use AI / ML across this 3-way marketplace to deliver a wow customer experience, unlock business growth and drive operational efficiency. AI and Data Science models are at the heart of all the systems that we build at Swiggy.

Does Zomato use machine learning?

Conclusion. With the help of a small team of data scientists, ML engineers and data engineers, and ‘ML runtime’ in place, Zomato has built several machine learning models to solve multiple challenges in real-time.

How does Swiggy algorithm work?

The Swiggy delivery algorithm typically assigns a delivery partner, a few minutes after the order is placed. This delivery partner then travels to the restaurant, waits until the food is prepared and then picks up and delivers the order to the customer.

What chatbot does Swiggy use?

The Webview — the customer interface for the chat that is used by Swiggy mobile and web apps.

How does Zomato algorithm work?

Zomato uses a 5-point classroom-style grading model, where the distribution of scores in every city is normalized, resulting in ratings in each city being distributed over a normal curve.

Who developed Swiggy app?

Swiggy, which was launched in the Bengaluru neighbourhood of Koramangala by Sriharsha Majety, Nandan Reddy and Rahul Jaimini, breached the same mark in less than four years, becoming the fastest startup to become a unicorn.

How does Zomato use data science?

As seen in the case of Swiggy, how it uses data science to increase customer experience and uplift its business, Zomato being its competitor is not dropping its way to the competition. The food delivery company uses data science to provide order personalization like providing recommendations to the customers.

How do you optimize the listing of restaurants on Swiggy?

How To Increase Restaurant Visibility On Swiggy?

1. Online ordering through Swiggy App. As a restaurant, you should be aligned with the SWIGGY app. …
2. Staff. Your staff should also be kind enough to take orders down when the time comes. …
3. Online menu. …
4. GPS And Drivers. …
5. Condition of food at the time of delivery. …
6. Advertising.

Does Swiggy use Microservices?

See engineering challenges at Swiggy blog for a description of computational complexity and overview of the problem space. We operate over 400+ microservices in production with over 130+ microservices directly participating in the order fulfilment path (from rendering the home page to food delivered at your doorstep!).

Does Swiggy use firebase?

To start thinking how we could improve Swiggy’s performance, we used Firebase performance SDK first to collect performance data from the app, and then to review and analyse that data in the Firebase console.

How does Zomato uses AI?

AI in food-tech and e-commerce Food delivery giants Zomato and Swiggy have been expanding their customer base at an exponential rate with the help of AI, using data analytics to provide a curated list of restaurants on the customer’s landing page, based on their location and preferences.

Does AWS use Zomato?

Currently, about 90 percent of Zomato’s business-critical workloads run on various AWS services, allowing Zomato to scale seamlessly according to business needs.

What technology does Zomato use?

Zomato uses 38 technology products and services including HTML5 , Google Analytics , and jQuery , according to G2 Stack. Zomato is actively using 38 technologies for its website, according to BuiltWith. These include SPF , LetsEncrypt , and Font Awesome .

Does Zomato allow web scraping?

Zomato menu data scraping is one of the most considerable applications for scraping restaurant menu listings from various websites. This will extract prices, design an aggregator, or deliver improved UX on the current hotel booking websites.

Is Swiggy made in react native?

As we have decided to build our sync modules, storage components in Native and UI in React native (based on above principles) we also need to stick to a pattern in the way data should be flowing across these components.

Does Swiggy use Google Maps?

Once the customer places an order from one of the local restaurants, Swiggy uses the Google Maps Directions API to help drivers find directions to restaurants and customers. Business is booming for Swiggy as a result of leveraging location data and the cloud to meet its delivery time commitment.

Is Swiggy a native app?

At Swiggy, we are obsessed with delivering things faster — be it food, new features or even a user’s app experience. And of course, when it comes to the best user experience, nothing beats the feel of the native app.