potado
AI & Machine Learning Development Company In Singapore
AI & Machine Learning Development Company In Singapore
Potado is a top AI and Machine learning development company that builds applications with artificial intelligence for startups and enterprises in Singapore and beyond. Our team specializes in using machine learning to improve software by understanding data and providing users with a great experience by better understanding them. Machine learning is useful in both consumer applications as well as applications used by companies in healthcare, construction, finance and more.
Our machine learning and AI engineers are experts at mathematics, statistics, modelling, and software development, which allows them to construct powerful API's that can be plugged into software applications. We build machine learning applications both on the cloud and on the edge depending on the needs of the project.
What Is Artificial Intelligence And Machine Learning?
AI is one of the most exciting technologies around right now. Even if you don't know what it is, you probably use Artificial Intelligence every day as it's integral in search and social media. AI is essentially the computers ability to learn and then do things without being told what to do. Through this computers can perform autonomous tasks such as driving cars, recommending movies or content, identifying people or things in photos, spotting fraud in banking, recommending products based on past purchases, and much more. This is accomplished by passing the AI large data sets which it will then study and find patterns. Artificial Intelligence is a combinations of multiple different fields such as machine learning, deep learning, neural networks, cognitive computing, natural language processing, and computer vision.
Machine Learning (ML) is often used as an alternative term to AI, but actually it's just one part of it. Machine Learning is essentially adding functionality to software and applications that allow it to learn from past use and provide users with an improved experience tailored to their preferences. Statistics and operations research is used to help the software learn from data. AI is a very mathematical field while machine learning is a combination of data science and software development.
Our AI Development Services
Machine Learning Development
We use cutting-edge AI to extract insights from your data and give you a competitive edge. We will build machine learning featured that use your data to provide your users with improved experiences.
Computer Vision Development
The Our AI developers know how to develop recognition algorithms for objects and image classification using Amazon Rekognition, Deep Learning-based Visual Search, or any other technology that might be best suited for your project.
Deep Learning Development
Also known as machine self-learning, Deep learning is the process by which a computer studies data until it finds a desireable output. This solves problems like understanding human signs and emotions, identifying objects in images, voice recognition, and more. Our team used deep learning models to preform a deep analysis on the problem.
Image Processing Development
With the power of artificial intelligence, you can now get insightful information from images, documents, and videos. With object recognition our team will build models that will allow the AI to understand more about these files and provide insights.
Natural Language Processing Development
Our AI developers help organizations make use of natural language processing (NLP) and sentiment analysis to better understand the thoughts of customers. This knowledge is used for improving customer engagement rates as well increasing revenue from those consumers in your targeted markets!
Data Mining
It's important to understand your data in-depth and structure it appropriately so that you can make relevant business decisions. Our data experts will help you do just that.
Business Intelligence
We know that true innovation only comes from great minds who are willing to take risks and innovate. That’s why our AI engineers build strategies with optimization, customer analysis (including forecasting), performance analysis, and even some strategy development! This is made possible by using the best data and analytics methodologies.
Intelligent Automation
Enterprises have seen the benefit of automatic tasks with RPA. This has helped them remove human error, operate tasks at any time of the day, and improve the speed of the tasks. By adding AI and machine learning models to the robotic process automation bots we can take automation to the next level by making the bots smarter.
Voice Assistant Development
Our AI developers use natural language processing and voice recognition to build voice assistants that are both efficient and yet enhance your brand's awareness.
AI Chatbot Development
In a world where customers are more connected than ever, chatbots can be an invaluable way to make the customer experience personal. Our development team creates innovative and engaging chatbot applications that increase loyalty by providing tailored interactions with your business's clients on their preferred channel of communication - voice or text!
AI Powered IoT Development
Using machine learning, we train IoT devices so they can capture and process data. This data can then be used to make decisions, provide insights through visualizations, or program the device to learn smart gestures based on the environment and usage. We help companies build smart IoT applications by integrating AI technologies.
AI Technologies We Leverage
TensorFlow
Tensorflow is one of the largest machine learning libraries around. It's managed by the Google team and allows developers to use pre-trained models or create their own models.
Keras
Keras is a Python deep learning framework that is often used with Tensorflow.
PyTorch
Pytorch is an open source machine learning library that is managed by the team at Facebook.
Open AI
Open AI has a few tools we can Leverage. GPT is an Open AI library that executes natural language tasks. Codex is a library by Open AI that translates natural language to code. DALL·E is a library by Open AI that creates and edits origin images.
Stability AI
Stability AI is a library that let's us do tasks such as text-to-image, image-to-image, inpainting, and more.
ML Kit
ML Kit is Googles mobile focused AI library for Android and iOS that offers features such as barcode scanning, face detection, text recognition, and more.
Core ML
Core ML is Apple's Machine Learning Library that allow us to leverage AI on Apple devices. Some features include detecting objects in images and videos, analyzing language, classifying sound, and more.
Our AI and Machine Learning Development Process
Evaluation
We know you want to get your project done quickly and with minimal hassle, which is why we'll take all of the guesswork out for you! Just tell us what it is that needs fixing or building and we will study your business and prepare an actionable plan in no time.
Exploration
We use data to find insights that will provide you with the information necessary for your business. We don't just take any old numbers, we analyze them carefully and look at all possible patterns in order create a comprehensive report about what's happening within our company so it can be used effectively by managers who need this knowledge on their own time too!
Testing
We are a team that designs and develops software solutions to solve complex problems for businesses. We roll out pilot versions of our products so you can test them before we go live, identify any gaps in capabilities between existing features or newly designed ones based on your needs as an organization.
Development and Deployment
Once we have developed a model that is most accurate for your business needs, our team will integrate it into the application and ensure that it runs smoothly.
Hire A Top AI and Machine Learning Developer In Singapore
We're ready for anything! Our team of AI developers will work with your team to build an intelligent app using machine learning models that you and your users will love. So what are you waiting for? If this sounds good, feel free contact us anytime. Here is what some of our past clients had to say about us:
"We run an e-commerce startup and needed to get ahead of our competitors so reached out to Potado to find out how we can use AI and Machine Learning to improve our user experience on mobile and web. The team took a look at the data we had available and made suggestions that we liked and the once we implemented the models we saw an instant growth in sales."
"We wanted to launch a new application but it was going to highly dependant on AI, so we reached out to Potado as they are experienced in developing applications with AI. We were very happy with the final product and are now focused on marketing the company and will continue working with Potado until we decide to hire our own development team."