Machine Learning and Deep Learning
Learn how Pro4People can help you in AI-Powered Software Development
Artificial Intelligence, deep learning, neural networks – those are not just buzzwords. Those are technologies which are being seen more and more in almost all industries. AI applications are especially valuable in big data analysis, since neural networks are designed to find patterns in big data sets.
However, developing AI-powered solutions requires in-depth, multidisciplinary domain knowledge of various neural network topologies, experience in preparing data sets to train the AI-powered software. It also requisites optimization techniques to make the intelligent software efficient. Work with Pro4People, an AI solutions provider that knows these areas inside out.
By choosing Pro4People you’re ensuring:
a partner with in-depth knowledge of building AI-powered software
a team experienced in processing big data and preparing pre-processed data sets for machine learning together with deep learning
a group of developers familiar with widely used frameworks to minimize the time required for building solutions that utilize machine learning
Pro4People’s individuals with broad domain knowledge obtained in multiple executed as well as current projects
a team capable of building AI solutions with live action detection, computer vision and failure detection and prediction
Big Data Analysis Applications
Deep learning processes are only as good as the data sets used to train the neural network which works in their core. The more data in effect, the better results, that is why artificial intelligence sees more and more applications in big data analysis. However, the AI solution itself needs to be designed and optimized with training data in mind.
Building your AI algorithms around improperly curated data may result in the final solution being inaccurate or very circumstantial. Luckily, Pro4People has expertise in big data analysis and thus can apply this knowledge to preparing input data for machine learning and deep learning. As a result the final AI-powered solution is well optimized and produces accurate results.
Neural Network Topologies is the Key
Deep learning can be used for solving a wide range of problems, such as analyzing big data, live video streams as well as images. There are also various neural network topologies which can be applied to those use cases, like:
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN) with Gated Recurrent Units (GRU)
- Long Short-term Memory Networks (LSTM)
- Proprietary Neural Network topologies
however, those topologies do not solve problems on their own. Pro4People team has the know-how on how various neural network topologies should be implemented, tuned, and combined with other elements to be subsequently successfully used in machine learning and deep learning applications.
Learn how Pro4People can help you
in AI-Powered Software Development
Neural Network Optimization
Machine learning as well as deep learning methods are often powered by neural networks. Training neural networks however, is a resource intensive process. Pro4People engineers use various network topologies together with their own innovative structures to build well-optimized AI-powered software.
Moreover, we are experienced in harnessing the power of CUDA GPUs to make the training process faster and more robust. Pro4People is also an Amazon Web Services Consulting Partner. Thus we can further optimize the AI solution for AWS cloud development, deployment and maintenance.
Smart AI Software Development
By choosing Pro4People, you’re ensured:
- a partner with in-depth knowledge of building AI-powered software
- a team experienced in processing big data and preparing pre-processed data sets for machine learning as well as deep learning
- a team of developers familiar with widely used frameworks, which minimizes in effect the time required to build solutions that utilize machine learning
- Pro4People’s individuals with broad domain knowledge gained in a wide spectrum of completed as well as current projects
- a team capable of building AI solutions for applications including image recognition, failure detection and prediction, live-action detection and many others
Pro4People provides a team specialized in the area of building AI solutions:
- Project Manager
- Data Analyst
- Technical Leader
- Software Developer
- Quality Assurance
- Configuration Manager / DevOps
The team delivers work in an iterative approach. As a result, you will receive frequent feedback on the development process to guarantee transparency and to maintain full control over it. It is crucial, as such projects usually require quite a significant amount of research and communication to provide an accurate, well-optimized AI-powered solution.
Learn how Pro4People can help you
in Machine Learning Software Development
Neil Daly - CEO of Skin Analytics
We selected Pro4People as a strategic development partner based on their deep understanding of delivering Software as a Medical Device (SaMD) products. They’ve been engaged, collaborative and an extremely valuable partner.
CEO of Skin Analytics
Dr David Cox - Chief Digital Officer & Co-founder of Closed Loop Medicine Ltd
The team at Pro4People are great to work with. They are professional, flexible and have a huge amount of experience in developing SaMD, so are able to offer a good balance of direction and pragmatism when it comes to developing software under a QMS, whilst holding your hand through the process if it's not something you've done before.
Dr David Cox
Chief Digital Officer & Co-founder of Closed Loop Medicine Ltd
Tash Thirkell, Operations Manager at ARC Microtech
Pro4People independently reviewed, tested and validated our Medical Device Software to IEC 62304. Working to a very tight deadline, Pro4People’s experience was invaluable and their diligent and supportive team a pleasure to work with.
Operations Manager at ARC Microtech
Marcel Schoch - Co-Founder, CTO of Qlair
Pro4People is driving our software development since the early stage of our venture. We were able to grow with them through the different maturity stages from MVP to a multi-sensor and multi-frontend (web / mobile) IoT platform. Great project control and documentation, impressive AWS knowledge and system compliance and security focus are definitely the strength of Pro4People.
Co-Founder, CTO of Qlair
Alexander Ubl - Head of STREAMETRIC, a MANN+HUMMEL corporate startup
Pro4People works for STREAMETRIC as a software development vendor since the beginning of 2019. Since then, their agile and cross-functional team provides us UI/UX design, software development, DevOps, business analysis and project management services with the highest level of quality. Compared to other software development providers, Pro4Peoples especially distinguishes with their structured procedures and discipline in documentation.
Head of STREAMETRIC, a MANN+HUMMEL corporate startup
Ellie Amirnasr - CEO Qlair
At qlair we couldn’t ask for a better team to support our development activities from early stages of our company. We worked with a team of experienced developers, creative designers, thoughtful business analyst, and professional project manager at Pro4People. We were impressed by the quality of service we received in every stages of our development work and learned a lot about team structure, documentation, development process and quality testing. Looking forward to grow our platform with the help of professionals at Pro4People.
Kristoph Cichocki-Romanov - CTO of Bedrocket Media Ventures
As Video Technologies partners, Pro4People has been a dedicated and talented ally in our ability to expand our services and provide clients with top video streaming capabilities. Always team players and always on their game, they are a gratifyingly essential part of what we do.
CTO of Bedrocket Media Ventures
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