Expert Machine Learning
Machine learning (ML) and deep learning (DL) are two fields of artificial intelligence (AI) that are rapidly gaining momentum as practical tools that can be used by mobile and web app developers to solve difficult computing problems. At Skytz Software Labs, our team of engineers and data scientists have recognized the power of machine learning and deep learning and are on the leading edge of integrating AI-powered algorithms into the development of mobile apps, websites, and IoT services. We’ve used AI techniques to not only solve difficult problems such as natural language processing and personalized recommendations but also seamlessly integrated them into products that users love.
Find out how we can leverage the power of AI to bring your product to life, contact us here.
Who We Are
Skytz Software Labsis a digital product agency that specializes in bringing our client’s ideas to life in the form of beautifully crafted, thoughtfully designed, revenue-generating products. Headquartered in New York City, our team of over 65 product thinkers are committed to helping our clients take their businesses to the next level by unlocking the potential of products built on mobile, web and IoT services. We are recognized experts in iPhone, Android and web development and are one of the agencies that have expertise in developing and integrating machine learning powered algortihms into our products.
We have nearly a decade of experience building recommendation engines used across a number of mobiles apps and websites, from social networks to restaurant finders to media recommendations. We have experience using a wide variety of machine learning and deep learning techniques, such as collaborative filtering and convolutional neural networks to build and integrate recommendation engines into mobile and web apps.
Natural Language Processing
Understanding human speech and deriving meaning from it is one of the most challenging problems in computer science. At Skytz Software Labs, we are experts in applying both machine learning and traditional programming approaches to solving natural language problems. From building a set of voice-powered assistants underlying the Howl security systems, to creating the patented VoiceTrak algorithm underlying the PromptSmart iPad teleprompter, we have a deep wealth of experience in natural language processing.
Deep learning techniques such as convolutional neural networks have made breathtaking strides in image recognition. Our team at Skytz Software Labshas experience building mobile apps that integrate powerful image recognition technology built using deep learning. From identifying species of fish within an image, to apps that are able to detect the color of makeup in a photo, we are able to bring to bear the latest in machine learning concepts to solve a wide swatch of image recognition problems.
At Skytz Software Labswe understand that the correct application of machine learning requires not only the programming knowledge to create and integrate these ML models, but the skill sets required to collect, analyze and collate the appropriate data sets necessary to make these models work. Our team of data scientists leverages tools such as Pandas and NumPy to analyze large datasets and derive insights necessary to prepare and train various machine learning and deep learning models.
Google’s TensorFlow framework is recognized as the cutting edge framework for the programmatic application of machine learning and deep learning. Our team at Skytz Software Labsleverages the Python programming language in conjunction with TensorFlow for developing, training and validating our machine learning models. Through TensorFlow, we are able to bring to bear a varierty of machine learning concepts from Support Vector Machines to Convolutional Neural Networks to power our products. In addition to TensorFlow, our teams have experience working with the PyTorch and Fast.AI machine learning frameworks.
CoreML is Apple’s on device machine learning execution engine for iOS. For applications where performance and respone times are critical, our engineers are able to leverage CoreML so that models constructed using TensorFlow and PyTorch are run directly on the iOS device rather than being purely server hosted. Our experience with CoreML along with TensorFlow allows our team to create apps powered by machine learning that take advantage of models generated with TensorFlow and the processing power of iOS devices to create machine learning based insights that are not only accurate but also delivered quickly.
AI is rapidly evolving as a means of solving difficult computation problems as the increased power of computers, the availability of large data sets and the development of programming frameworks has brought the power of machine learning and deep learning techniques into the hands of regular developers. At Skytz Software Labs, we are a team of product designers, developers, data scientists that not only understand how to craft beautiful products that users love but also know to integrate the power of machine learning and deep learning effectively into both mobile and web apps to bring a new level of intelligence into every product we build.
Reach out to us to see how our team can bring leverage the power of machine learning to bring your product to life.