14
8
Local Chapter Lead | ML Engineer
Indonesia
4 years of experience
I'm a programmer with over 4 years of experience in building computer science projects. I particularly specialize in the field of Artificial Intelligence. Through Omdena Projects, I have collaborated with people in creating AI solutions to real-world problems. Personally, I have innovated a couple AI products, which I publish when participating in hackathons. Currently, my research revolves around medical imaging in Computer Vision and Large Language Model for NLP.
Welcome to CookPal, the food identification software created with cutting-edge technology like Vertex AI and object detection. CookPal is a cutting-edge food management program created to decrease food waste and improve user convenience. Those uncertain times when you're examining the leftover food in your fridge are over, so say goodbye to them. CookPal saves the day! You can use the phone's camera or manual text entry to identify your food products with CookPal. CookPal's cutting-edge object identification technology will do its magic as soon as you take a picture or enter the ingredients you have on hand. CookPal, however, doesn't end there. It involves more than just recognizing your ingredients. It elevates your culinary experience by giving you access to a huge library of mouthwatering recipes that are specially adapted to use the products you have on hand. There is no need to waste time browsing innumerable recipe websites or cookbooks. CookPal's recipe recommendations are only a few clicks away, saving you time and energy. CookPal invites you to try out new flavors, play around with flavor pairings, and maximize the ingredients in your pantry. It is simple to navigate and locate the ideal recipe for your culinary trip thanks to its user-friendly layout and intuitive design. So whether you're an experienced cook or a kitchen newbie, CookPal is your go-to partner for excellent meals made with products you already own. Join us in our effort to reduce food waste and create a more sustainable future with CookPal. Try CookPal today and begin on a voyage of culinary inventiveness. Your kitchen's best buddy is CookPal.
In my country, there exists an inequality affecting visually impaired individuals who lack access to essential accessibility services. This has driven me to create a mobile app that can harness the power of AI to offer a transformative solution. By enabling the visually impaired to understand the world around them, this app directly aligns with two crucial United Nations Sustainable Development Goals (UNSDGs): Goal 3 - "Good Health and Well-being," and Goal 10 - "Reduced Inequalities." The app is constructed using the Flutter framework for the frontend, while the backend relies on the Clarifai API for AI processing. The app also queries a database lookup API for relevant product information based on the barcode. The app contains five accessibility features, all of which can be activated through voice commands. These features are: - Scene Description: Leveraging image captioning technology, the app verbally describes the objects captured by the camera. - Color Recognition: The app enables users to identify colors of objects. - Text Recognition: The app utilizes Optical Character Recognition (OCR) technology to convert text within the camera's view into speech. - Product Reader: Once a barcode is scanned, the app provides users with information about the product. - QnA Chatbot: Powered by Llama 2 technology, users can asks questions and get responses from a virtual assistant.
Around the world, there exists an inequality affecting visually impaired individuals who lack access to essential accessibility services. This has driven me to develop a software for Smart Glasses that blind people can wear. SightCom2 software utilizes OpenAI technologies, namely Whisper for speech transcription, GPT-3.5 as a LLM, DALL-E for image generation; image captioning, OCR and color recognition models from Clarifai API. This software is served on streamlit cloud, and is a prototype that can potentially be deployed on a microprocessor, assembled in an integrated circuit, between input devices like camera and microphone, and output devices like speakers.