Business Objective

Our project aims to create a smart system using data to keep our platform safe. This system will automatically recognize pictures with watermarks and mark them for removal. We want to do more than that – we want to figure out what kind of watermark it is, like from social media, a competitor, or somewhere else. This way, we can take down the right pictures and keep our platform clean.

Gojek Work experience as Data Science Intern

Embarking on a thrilling adventure with Gojek as a Data Science intern, I’ve had the chance to explore the world of real-world data challenges and exciting insights. Looking back on this amazing experience, I can’t wait to share the most important parts of my internship.

I joined the Gofood Data Science team at Gojek, where there were many different projects to choose from. When I started, I had to decide which project I wanted to work on. After thinking it over, I picked a project related to computer vision, which is all about understanding images and how they can help with real business problems.

Being part of this team wasn’t just about picking a project; it was like discovering a path to unlock the secrets hidden in images. I got to work with the Gofood Data Science team, where I worked together wirth my manager to solve problems using data and cool technology.

As I learned and grew, I realized that teamwork and facing challenges were really important. Every time we solved a problem, it felt like adding a piece to a big puzzle. This internship not only made me better at using technical tools but also showed me how important it is to use data to solve real problems.

Being part of the Gofood Data Science journey has opened my eyes to new possibilities and taught me valuable lessons. As I keep moving forward, I’m excited to use what I’ve learned to tackle more challenges and make a positive impact using the power of data and technology.

Merchants use GoBiz to share their content on the GoFood App. This content goes live right away. Since merchants can change their menu information, there’s a chance they might put up the wrong or not suitable content without anyone checking it first.

One problem we want to fix is when a merchant takes a picture from another platform, like a different food delivery app or social media, and claims it’s their own on our app. This is not okay, especially if the picture has a logo from another app or website on it. We don’t want pictures like that on our app.

To solve this, I worked on a way to stop these kinds of pictures from being uploaded. I used different methods and technologies to make sure only the right pictures show up on our app.

Similar Reads

Business Objective

Our project aims to create a smart system using data to keep our platform safe. This system will automatically recognize pictures with watermarks and mark them for removal. We want to do more than that – we want to figure out what kind of watermark it is, like from social media, a competitor, or somewhere else. This way, we can take down the right pictures and keep our platform clean....

Technologies

I used SQL because all our information is stored in a big storage place called a database. To get the right information, I used a language called SQL. Besides that, I did most of my work using Python programming language....

Methods

To tackle the issue of inappropriate content in images, whether it’s in text or logo form, I employed a two-step approach. First, I started with a traditional image processing method, and then I moved to a more advanced technique called YOLO (You Only Look Once), which was effective for our needs. To spot text, I utilized the EasyOCR model, a pre-trained system for recognizing characters. Both methods worked successfully in detecting and handling these problems. I have finetuned above both models on my dataset, make it work for our purpose....

Conclusion

My time as an intern at Gojek has been an incredible journey of growth and transformation. Immersed in real-world projects and surrounded by seasoned experts, I’ve gained a treasure trove of practical skills and insights. Navigating through challenges, I’ve learned the importance of resilience and dedication, while the euphoria of crafting impactful solutions has been a true highlight. This internship has undoubtedly paved the way for a promising future in the field of AI....