Mastek Tech Solutions logoMastek TechTech Solutions
← All services

Machine Learning

Predictive models and ranking systems trained for your product data.

Schedule 30-Min Call
20+ AI Skills
7+ Projects Completed
4+ Industries Served
Case Studies

See how our Machine Learning team delivered successful implementations

Practice Coach Golf

AI golf coach with real-time performance feedback

Core technology: Flutter · Python · AI · Firebase

Built an AI-powered golf coaching application that analyzes player performance metrics and provides personalized improvement recommendations. Integrated real-time performance visualization, exercise suggestions, and coaching insights based on swing speed, angles, and training history. Developed responsive dashboards and interactive reports to help athletes monitor progress over time. The application combines artificial intelligence with sports analytics to deliver a data-driven coaching experience.

AI golf coach with real-time performance feedback
View our Machine Learning projects
Capabilities

What All Services We Offer to Our Clients

From initial roadmap drafting to deployment and scaling, we handle the entire product cycle.

Predictive Analytics

Build predictive models that forecast customer behavior, demand patterns, churn risk, and market trends. We use supervised learning techniques trained on your historical data to generate actionable predictions and business insights.

Recommendation Systems

Implement personalized recommendation engines for products, content, and services. We build collaborative filtering, content-based, and hybrid recommendation systems that learn from user behavior to increase engagement and conversion.

Classification & Ranking Models

Develop ML models for document classification, sentiment analysis, spam detection, and search ranking. We train models on your labeled data to automate manual classification tasks and improve search relevance.

Anomaly Detection

Build systems that detect fraud, equipment failures, and unusual patterns in real-time. We implement unsupervised learning algorithms that identify outliers and anomalies in your data streams for immediate alerting and investigation.

Accelerate your product roadmap

Connect with our senior architects to get a clear, honest scope of your requirements. No sales pitches, just pure engineering.

Discuss Your Project
Sectors

Industries We Served in Machine Learning

We adapt our services to the unique regulations, workflows, and user expectations of key sectors.

E-commerce

Delivering scalable solutions tailored for complex industry workflows.

Financial Services

Delivering scalable solutions tailored for complex industry workflows.

Healthcare

Delivering scalable solutions tailored for complex industry workflows.

Manufacturing

Delivering scalable solutions tailored for complex industry workflows.

FAQ

Frequently Asked Questions

Answers to common queries regarding security, project timelines, integrations, and deliverables.

We build predictive models, recommendation systems, classification models, anomaly detection systems, clustering algorithms, and time series forecasting models. We choose the right approach based on your data and business objectives.
Data requirements vary by use case. Simple classification tasks may work with a few thousand examples, while complex predictive models typically need tens or hundreds of thousands of data points. We can help you assess data quality and quantity during discovery.
We implement monitoring systems to track model performance, set up retraining pipelines to update models with new data, and build A/B testing frameworks to compare model versions. This ensures your models stay accurate as your data and business evolve.
Yes. We use interpretable models where possible and implement explainability techniques like SHAP values, feature importance analysis, and LIME for complex models. This helps you understand model decisions and meet regulatory requirements.
We deploy models using containerized services, serverless functions, or dedicated ML platforms. We set up monitoring for prediction latency, accuracy metrics, data drift, and model performance, with automated alerting when models need attention.
How Can We Help?

Let’s talk about your project

Have a project or a pipeline you need to scope? Share some details with us. A senior engineer will review your inquiry and get back to you within 24 hours.