- AI Transformation
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AI Learning PersonalizationSmart content recommendationsHotel AI ConciergeAI assistant for hotel guestsClaims Documentation AutomationPlatform for faster claims processingAI for Candidate ScreeningSmart HR efficiency boosterAI Voice AgentAI agent for hands-free learningLLM Legal SummarizationEfficient and fast legal summariesVision-Based Driving AssistanceReal-time threat detection system - Company
Yellow in Numbers
$2.1B+
Value generated through AI innovation47
Custom LLMs and AI agents deployed30M+
Engaging with products we created98%
Projects delivered within agreed budget
Machine Learning Development
Yellow builds intelligent, machine learning solutions such as recommendation systems, predictive analytics, fraud detection, chatbots, computer vision applications, and personalization engines. We help businesses automate processes, gain deeper insights, and deliver smarter, data-driven experiences.
Machine learning software development services
Our machine learning app development services cover the end-to-end process of building, deploying, and maintaining intelligent systems. If you need ML services to empower your business and explore broader opportunities, here is what Yellow can help you with.
Data Preparation & Engineering
Collecting, cleaning, and structuring data so it can be effectively used for training models.
Model Development
Designing, training, and validating machine learning models tailored to your specific business problems.
Custom ML Solutions
Our custom machine learning development services cover applications such as recommendation engines, fraud detection systems, chatbots, and predictive analytics tools.
Model Deployment
Integrating trained models into applications, APIs, or business workflows so they can be used in real time.
MLOps & Maintenance
Monitoring model performance, managing updates, and ensuring models stay accurate as data changes.
AI Integration & Consulting
Helping businesses identify opportunities for machine learning and integrating solutions into existing systems.
Benefits of ML development
We create machine learning solutions that enhance business capabilities, facilitate processes, and open up new opportunities in any business area.
Process automation
Machine learning development will help you automate repetitive and routine tasks and lessen the burden on your employees by shifting these tedious operations to digital solutions.
Simplified data processing
Instead of spending a lot of time and resources on manual data analysis, you can get the information and insights you need much faster with less effort.
Personalized customer experience
Provide your customers with superior personalization through insights received with the help of data analysis and advanced machine learning algorithms.
Industry-specific benefits
Fighting financial crimes, predicting marketing trends, managing real estate, and diagnosing diseases can all be assisted by machine learning technologies.
Create a powerful machine learning solution for your business goals
Machine learning development process
As a machine learning development agency, we follow a proven strategy that ensures your project will work as it should.
We analyze your business needs, estimate the cost and timeframe of your project, and discuss your expectations about possible results.
Next, we create tech stack recommendations, conduct interviews with potential team members, and prepare a project roadmap.
If the visual part is required, in this step, we create a user-friendly and eye-pleasing design to provide a comfortable user experience.
By implementing specific machine learning algorithms, we create an ML model for your data and assess it in a realistic environment.
When everything is built and reviewed, we implement automated and manual testing to ensure everything works as it should.
After finalizing the testing process, we approve the solution with you and provide assistance for maintenance after the release.
Machine learning solutions
We create a wide range of machine learning solutions from predictive analytics and recommendation systems to computer vision and NLP applications.
Recommendation Systems
Predictive Analytics
Fraud Detection Systems
Chatbots & Virtual Assistants
Computer Vision Solutions
Natural Language Processing (NLP)
Personalization Engines
Automation & Optimization Tools
Tech stack
We combine cutting-edge frameworks and data engineering tools to power end-to-end machine learning application development services, from data processing to model deployment.
Programming languages
Python, C++/CUDA
Machine learning/deep learning tools
TensorFlow, PyTorch
LLM/NLP libraries
SentenceTransformers, spaCy, NLTK
Model training
DeepSpeed, FSDP, LoRA/QLoRA/PEFT
LLM integration
LangChain, LlamaIndex, OpenAI/Anthropic/Azure SDKs
Vector databases
Pinecone, Weaviate, Qdrant
Databases/storage
PostgreSQL/MySQL, MongoDB, Redis
Deployment + DevOps
AWS, Docker, Kubernetes
Why hire Yellow as a machine learning app development company?
Business-first approach
Your business needs are our top priority. All the processes from research prototyping to testing and deployment are performed to help you reach your goals, not just for show.
ML experience
We have been working with neural networks and machine learning projects for more than seven years and have gained a significant level of expertise in this field.
Data security
At the very beginning of the process, we will sign a non-disclosure agreement with you, so you can rest assured that all your data and business information will stay protected with us.
MLOps & support
We provide ongoing monitoring, retraining, and optimization to keep your models performing at their best.
Contact Yellow’s team to discuss your machine learning project
Our works
Here are several examples of how machine learning app development services helped our partners.
![Machine Learning in Real Estate [Case Study] | Yellow](https://images.ctfassets.net/0nm5vlv2ad7a/6Wcd8rCbbypJaQaCWOGVK/5c3c8932d7b8d6faff404fabd0416de3/Real_estate_3x.png)
What people say
I liked working with them because they were good. With their work, we increased our mobile app’s user usage. We also got reviewed as one of the top 10 employee engagement services in Europe. Their project management was really good. They worked in sprints, and I always communicated directly with their developer. More importantly, they were attentive to our project's details.
Browser compatibility and readability have increased markedly since the engagement began. Yellow's development process helped them beat deadlines and respond quickly to any technical concerns that arose. Their ability to bring creative ideas of their own to the table made them a valuable partner. Yellow typically understood exactly what the issue was and came back with a fix right away.
If you are looking for a partner to collaborate with for the development process, I would consider hiring Yellow. Yellow has an intelligent team of developers that collaborated on the project to build a quality app. They follow instructions seamlessly, respond effectively to feedback, and invest themselves in the overall success of the product. I would happily use them again if we needed developing services.
Yellow is by far the best at helping us make decisions to push our company forward. I’d heard about them through a personal connection in the Bay Area. Yellow stands out because they’re invested in the results and clients. Every single person on Yellow’s team genuinely cares about what they’re doing. I really appreciate that about them and it’s the main reason we will continue our relationship for as long as possible.
Yellow quickly and seamlessly assimilated into a fast-paced and nuanced workflow, completing all deliverables on time. Responsive to questions, updates, and issues, they have streamlined management operations and reduced work backlogs by directing communication to appropriate in-house team members.
The new features have been well received by users. Attentive and flexible, the team excelled at responding to stakeholders in a timely matter. Their technical expertise allows them to propose valuable solutions.
Engaged, supportive, and invested in project success, the team offered constructive criticism, creative guidance, and honest communication. Their user-centered approach resulted in a unique and reliable product that operates well on all systems.
Because of marketing costs, the B2C application fell out of use in favor of a different B2B tool. Yellow was very focused on customer satisfaction, and they participated regularly in standups. They helped solidify features, and they thoroughly explained their process.
We’re impressed with their loyalty and honesty. They were able to stay true to their original quote even though we needed to change and add a few requirements. They’ve done a lot of good work for us on all fronts, but it's amazing to see that they’re able to stick to what they initially promised.
Mainly, I go by client feedback to judge Yellow’s performance, and the clients have been very impressed with their work. The team is exact in what they do, their delivery has been good, and they’re on time and budget.
Their performance was good. I didn’t expect that kind of performance from someone working offsite. I was happy that they completed the project ahead of schedule, so we had some time left to work on additional projects and improvements.
When Yellow is working on a task, they understand how it will impact the product down the line. The team has provided great insight into our processes, making sure we don’t make small mistakes that will impact us in a larger way in the future.
They were very accessible regardless of the time difference as well as communication was good. We had a couple bumps here and there regarding designs that were not originally discussed in our UX/UI designs but they were quick to find solutions as well as any needed changes we requested.
Related services
Answering questions
What data is required for a machine learning project?
How can ML models be integrated with existing enterprise systems and workflows?
How much does machine learning software cost?
How long does it take to build a machine learning solution?
How to choose a machine learning agency?
