Best practices
August 16, 2024
Why Uptech?
25+
AI Solutions delivered
5
In-House AI products
3+years of expertise
working with GenAI models and LLMs
POCin2 months
Feasibility assessment and AI strategy included
GDPR, HIPAA, AI ACT
Best data security regulations applied
Machine learning development solutions
Andrii Bas
Generative AI Expert at Uptech
Get a free consultation from our expert to enhance your product with GenAI.
Get a free consultation
Get a free consultation
Generative AI Projects by Uptech
Dyvo.ai for Business
AI Generator of Product Photos
Dyvo.ai for business is a generative AI tool that helps quickly create precise, brand-aligned images from your selfies in just 10-15 seconds.
View Case Study
View Case Study
Angler AI
AI-Based Platform for Customer Growth
Angler AI is an AI-powered platform that helps brands significantly improve customer acquisition and lifetime value.
View Case Study
View Case Study
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POC
Medical Record Summarizer
We developed a PoC for a medical records summarizer using AI and NLP. It automates the extraction of relevant information from medical records. This tool boosts efficiency, supports medical decisions, and improves patient care.
“Uptech is a great partner for software and web development projects. I was impressed with the talent level for each of the roles, including design, front-end, back-end.”
Indy Sheorey CO-FOUNDER & CTO, ANGLER AI
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Machine Learning Development Services We Provide
Industry-Specific ML Use Cases
Machine learning software development services can bring value to practically any industry — whether it’s fintech, healthcare, or any other sector.`
Fintech
Customer support
Fraud detection
Investment advice
Risk management
Proptech
Customized property listings
Tenant support
Interactive virtual tours
Mortgage assistance
Healthcare
Medical imaging
Symptom checking
Telehealth support
Hospital management optimization
Retail & eCommerce
Tailored product recommendations
Sales forecasting
Customer support
Dynamic pricing
Logistics
Warehouse management
Route optimization
Demand prediction
Predictive maintenance for vehicles
AI Chatbot Development Process at Uptech
01
Initial Consultation and Concept Creation
At Uptech, the ML development process starts with understanding your specific needs and challenges. During our initial consultations, we focus on general aspects to pinpoint key machine-learning requirements and target audiences. This way, we ensure our solutions are optimally tailored to your business context.
02
Machine Learning Proof of Concept
As an AI & ML development company, we know how crucial it is to assess the feasibility of the proposed machine learning solution through a proof-of-concept (PoC) stage. This phase allows us to demonstrate potential impacts and adjust our strategy based on initial feedback and performance metrics.
03
Data Collection and Preparation
Our team collects and prepares the necessary data for model training by cleaning, normalizing, and augmenting it when needed. Quality data is the foundation of effective machine learning development, so we make sure every data item is relevant to the task and reliable. If you have your data prepared, we work with it.
04
Machine Learning Model Development
Our Machine Learning Model Development service covers the full spectrum of the model lifecycle, from data preprocessing to model training to its validation and deployment. With advanced algorithms and tools, we build customized models for each specific business case, ensuring high performance and scalability.
05
Machine Learning Model Training and Fine-Tuning
At this phase, accurate fine-tuning and hyperparameter optimization happens. Uptech trains and iteratively adjusts the ML model using the prepared data. We focus on optimizing parameters for better performance and ensuring the model meets all accuracy and efficiency standards.
06
Machine Learning Model Testing and Evaluation
Next, our ML specialists test the model to evaluate whether its performance is as expected. This critical assessment helps us refine the machine learning solution so that it delivers reliable and accurate results under various conditions.
07
Model Deployment and Support
Finally, Uptech deploys the machine learning model in the business app context. We check the model’s performance against real-world data and retrain it if needed before complete implementation. Post-deployment, we provide ongoing support and maintenance.
Benefits of ML Development Services
Our machine learning development services are here to help you get the most out of this technology. Discover the advantages of working with us:
Deep AI/ML Expertise
Our engineers have over 3 years of AI and ML expertise across 5 industries. Skilled in various programming languages and tools, we ensure high-quality standards, detailed documentation, and effective project management.
Lean ML Strategy and Implementation
At Uptech, we adopt a lean approach to ML strategy development. We start with product discovery, create a proof of concept, and evaluate feasibility, ensuring optimal resource use and setting your ML projects up for success.
Secure and Compliant AI
Uptech is committed to complying with all applicable data security laws, including GDPR, HIPAA, and the AI Act. We begin every project with a signed NDA, which guarantees your data remains protected and confidential.
Robust Data Governance
Security is a key pillar of our data governance framework. We maintain high data management standards to protect your company and customer information, ensuring compliance with all relevant laws.
Integration Support
The integration of ML models into existing systems can be complex, but we approach it with clarity and deep expertise. Our team offers extensive integration support, managing technical challenges to ensure flawless operation and optimal performance.
Best Quality For Good Money
We offer machine learning software development services of excellent quality. You can hire the best AI and ML engineers at Uptech and choose the collaboration model that suits your business needs and budget.
ML Tech Stack We Use
As a Machine Learning development company, Uptech uses all modern ML techniques to develop robust apps with enhanced functionality and user experience.
ML Algorithms and Approaches
Supervised Learning (Classification, Regression, etc.)
Semi-Supervised Learning
Unsupervised Learning (Clustering, Outlier Detection, etc.)
Reinforcement Learning
Probabilistic ML
Deep Learning Neural Networks, Transformers, Diffusion Models
Computer Vision (Image Classification, Image Segmentation, Object Detection, OCR, etc.)
NLP (Text Classification, Sentiment Analysis, Text Summarization, Text Generation, etc.)
Languages
Python
SQL
C++
ML Frameworks
Scikit-learn
SciPy
Tensorflow & Keras
PyTorch
PyTorch Lightning
Amazon SageMaker
Choose Your Engagement Model
Dedicated Development Team
Hire a fully managed team, including ML experts, who work exclusively on your project. This model is best for long-term projects that require dedicated attention and expertise.
Pricing Model
Time & Material (T&M) with an option for a monthly retainer that allows for predictable budgeting and resource allocation.
Request a team
Request a team
Team
Extension
Augment your existing team with specialized ML professionals on an as-needed basis. Ideal for projects that require specific expertise or additional resources temporarily.
Pricing Model
Hourly rate, dependent on the level of expertise required and the duration of engagement.
Request a team
Request a team
Project-based
Model
Complete project handling from start to finish by our team of ML experts. Suitable for clients with defined project requirements and deadlines.
Pricing Model
Fixed price for projects with well-defined scope and deliverables or T&M for projects likely to evolve in scope.
Request a team
Request a team
Featured Content on Generative AI
Recent insights on Gen AI software development from our experts.
FAQ
Answers to questions you may have about ML development services.
What is machine learning?
Machine learning is an area of technology focused on developing algorithms that enable machines to learn from data. Once trained, these machines can make decisions and predictions on their own when they see new information. For example, a machine trained with images of various vehicles can learn to identify whether an image contains a car, a truck, or a motorcycle.
What is the difference between ML and AI?
Artificial intelligence (AI) is a system designed to perform tasks that would normally require human intelligence, such as understanding natural language or recognizing patterns. Machine learning is a subset of AI where the system learns and improves on its own by analyzing data and making adjustments without human intervention.
What kind of applications can you build using machine learning?
Machine learning can be applied to create diverse applications such as predictive healthcare diagnostics, financial market analysis, personalized retail recommendations, and content personalization for streaming services, to name a few.
What does a machine learning developer do?
A machine learning developer designs and builds algorithms that enable computers to learn from and make decisions based on data. They are responsible for creating models, training them on data sets, integrating them into existing systems, and continuously improving their performance based on feedback.
What are the main phases in machine learning solutions development?
The machine learning development process typically consists of the following steps:
Step 1: Project planning
Step 2: Data collecting and preparing it
Step 3: Choosing or developing an ML model
Step 4: Training the model on prepared data
Step 5: Evaluating the model and parameter tuning
Step 6: Deploying the ML model and maintaining it
How can I hire the ML development team at Uptech for my project?
To hire Uptech’s ML development team for your project, please follow these 4 step
- fill in the contact form on our website
- schedule a call with our consultant
- share your project requirements
- pick the fitting cooperation model
That’s it. We are ready to bring your ML project idea to life.
How much do ML development services cost?
The costs for simple ML systems start at around $10,000, but for more complex, technology-intensive projects, costs can exceed $200,000. For a more accurate estimate, we need a detailed project scope. Tell us about your project and get a free estimate.
Ready to make the most of machine learning?
Get a free consultation with our ML experts and receive a project estimate today.
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Uptech is a trusted software development company
200+
projects delivered
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review rating on Clutch
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countries client coverage
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