Predictive Modelling
Regression, classification, and forecasting applied to operational and commercial data.
APPLIED MACHINE LEARNING
Models That Earn Their Place in the Product
Machine learning is worth adding when it changes a decision, removes manual work, or surfaces something a rule could not. We start from that outcome and work backwards to the data, the model, and the way results reach the user.
Our specialists handle the unglamorous majority of the work — data preparation, feature engineering, evaluation, and deployment — so a promising prototype becomes a service your product can depend on.
CORE CAPABILITIES
What Our AI & Machine Learning Specialists Deliver
Natural Language Processing
Extraction, classification, and summarisation across documents and conversations.
Recommendation & Ranking
Personalisation systems built on behavioural and catalogue data.
Data Pipelines
Ingestion, cleaning, and feature engineering that keeps models fed reliably.
Model Deployment
Serving, versioning, and monitoring so accuracy is tracked after launch.
Intelligent Automation
Removing repetitive judgement work from internal workflows.
TECHNOLOGY STACK
The Tools We Work In
Frameworks & Platforms
- TensorFlow
- Python
- Google Cloud ML
- Jupyter
Modelling Techniques
- Regression
- Decision Trees
- Random Forest
- Gradient Boosting
Classification & Clustering
- SVM
- Naive Bayes
- KNN
- K-Means
Applied Areas
- NLP
- Computer Vision
- Forecasting
- Data Science
FROM DATA TO DECISION
A Model Is One Component of a Working System
Data collection, feature engineering, training, evaluation, and serving treated as a single pipeline that can be rerun, measured, and improved.
- Outcome defined first
- Reproducible training
- Honest evaluation
- Monitored in production
HOW WE HELP
A Predictable Way of Working
- 01
Understand the Product
We begin by understanding the product, users, technical environment, and business requirements.
- 02
Plan the Architecture
Our team defines an approach that balances performance, maintainability, scalability, and delivery speed.
- 03
Build & Collaborate
Senior specialists work closely with the client team with clear communication throughout implementation.
- 04
Test & Deliver
We validate quality, performance, and reliability before production delivery.
WHY TEMPEST HOUSE
The Team Behind the Engagement
Senior-Level Expertise
Our teams bring deep practical experience across modern software development environments.
Flexible Technical Resources
Engage individual specialists or expand into a larger multidisciplinary team as your requirements evolve.
Global Engineering Team
Access experienced professionals across engineering, design, QA, infrastructure, and product disciplines.
Clear Communication
Strong English communication and consistent collaboration help distributed projects move efficiently.
RELATED SERVICES
Often Delivered Together
BUILD WITH TEMPEST HOUSE
Need the Right Technical Team for Your Next Project?
From a single specialist to a multidisciplinary development team, Tempest House can provide the expertise needed to move your product forward.
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