Signal Analysis
Specialising in biosignals, we offer comprehensive signal analysis for ECG, EEG, EMG, and respiratory signals, focusing on accurate feature extraction and integration for healthcare applications.
- Advanced time-domain and frequency-domain analysis
- Wavelet transforms and multi-resolution analysis
- Non-linear dynamics and chaos theory applications
- Multi-modal biosignal fusion techniques
- Custom feature extraction algorithms
Algorithm Development
We design custom algorithms for complex pipelines, feature extraction, and system modelling, tailored to meet specific healthcare and technology needs.
- Numerical methods for differential equations
- Optimisation algorithms (gradient descent, genetic algorithms)
- Signal processing algorithms (filters, transforms)
- Statistical modelling and inference
- Graph-based algorithms for network analysis
Machine Learning & AI
Our expertise in machine learning and AI enables advanced solutions for predictive modelling, automated diagnostics, and intelligent systems, integrated with scalable cloud infrastructure.
- Deep learning architectures (CNNs, RNNs, Transformers)
- Reinforcement learning for decision support systems
- Ensemble methods and boosting algorithms
- Unsupervised learning for pattern discovery
- Transfer learning and few-shot learning techniques
Data Analytics & Cloud Infrastructure
We offer advanced data analytics combined with robust cloud infrastructure to ensure efficient data management, processing, and visualisation for healthcare systems.
- Big data processing with Apache Spark and Hadoop
- Real-time analytics using stream processing
- Scalable databases (SQL and NoSQL)
- Containerisation and orchestration (Docker, Kubernetes)
- Serverless computing architectures
Performance Optimisation
Enhancing the performance of algorithms and systems, especially for embedded devices, through resource optimisation, code efficiency, and scalability improvements.
- Algorithmic complexity analysis and improvement
- Parallel computing and GPU acceleration
- Memory management and cache optimisation
- Compiler optimisations and assembly-level tuning
- Profiling and benchmarking techniques
R&D
Driving innovation through dedicated research and development, focusing on cutting-edge algorithms, biosignal processing, and healthcare technology advancements.
- Novel biosignal processing techniques
- Advanced machine learning models for healthcare
- Quantum computing applications in bioinformatics
- Neuromorphic computing for biosignal analysis
- Explainable AI for medical diagnostics
System Design
Providing end-to-end system design services, ensuring that healthcare technology solutions are robust, scalable, and optimised for performance and usability.
- Microservices architecture design
- Distributed systems and fault tolerance
- Real-time systems for critical healthcare applications
- Embedded systems design for medical devices
- Secure system design and cryptography implementation
Consulting and Training
We provide expert consulting services and customised training programs in algorithm development, biosignal analysis, and AI for healthcare professionals and startups.
- Technical due diligence for healthcare startups
- Algorithm design workshops and code reviews
- Machine learning model evaluation and improvement
- Performance optimisation consulting
- Custom training in advanced signal processing techniques