Machine Learning Development Services

If you want to become a Machine learning specialist, there are some good ML projects that you can try to develop. We can give you a few examples:

1. Movie recommendation app;
2. Software that turns handwritten texts into digital documents of various formats;
3. TensorFlow project, which uses resources from an open-source AI/ML library;
4. Stock market forecast software;
5. Activity detection mobile app;
6. Illness prediction app;
7. Sales forecast app, and more.

The cost of ML engineering may depend on three main factors:

1. Project type and complexity. This includes the goal of your project, how complicated architecture you need, how much data you need to reach the goal and how well this information is organized, how many algorithms developers use, estimated time to teach the model, and so on.
2. ML engineers’ level. You can choose open-source ML solutions and Middle-level developers for simple projects that don't require experiments and innovation. However, if your company needs to cover complex problems and find new solutions, you should invest in hiring Senior ML engineers that are able to use advanced approaches to working with models and algorithms.
3. Cooperation details. This usually includes the team’s size, location, and employment model, for example, outsourcing or in-house.

The ideal team for ML project development should include:

• Business analyst;
• Chief analytics officer;
• Solution architect;
• Data analyst;
• Data scientist;
• Data architect;
• Data engineer;
• Domain specialist;
• Database administrator;
• Some other specialists from related fields.

However, real world situations may differ – for example, a smaller and less complicated project won’t require such a diverse team. When you search for a ML technology partner, it is important to start with business analytics and define the core features that should be in your solution. Understanding the real complexity of the project, you will be able to select the right team for it. If you are not sure how to estimate the scope of work or choose the ML specialist level, just reach out and talk to us.