Data Science & Analytics

We employ brain-inspired algorithms to get the most out of your data

Turning Data into Insights

Cyanapse offers bespoke machine learning solutions at various stages of data processing

Data Science & Analytics

We help businesses identify opportunities, implement solutions according to data science best practices, and deploy solutions into production systems. Our custom data analytics models and pipelines are maintenance-free and work from raw data, aggregating key information, and providing our clients with valuable insight.

We develop models that learn the patterns from data in various formats and extract relevant insights. Using top-notch algorithms and brain-inspired methods such as decision trees, artificial neural networks and deep learning, we determine underlying behaviour, categorise similar patterns, extract relevant features, detect anomalies and forecast future trends. Depending on the type of data and goals, the workflow from unstructured data to insights may include the following, and we can step in at any stage:

Extraction

We collect data from any type of data store, build specific crawlers and web scrapers to fetch data, or interface with real-time data streams.

Preprocessing

We transform the data with optimal tools and algorithms to prepare, clean, denoise, filter, format, deduplicate, augment, annotate and label.

Aggregation

We perform data aggregation using MapReduce or custom aggregation pipelines to query data from distributed data stores efficiently.

Analysis

We extract features, train models to learn patterns from the data and export predictions to any type of data store.

Visualisation

We provide relevant recommendations and insight through data visualisation, streamlining search, manipulation and analysis.

Automation

We develop custom data pipelines that run 24/7 to incorporate new raw data in near real-time and to provide up-to-date visualisations.

One-to-One Support & Commitment to Quality

With Cyanapse, there are no small tweaks. We are committed to provide you with an outstanding level of support while we implement an optimal solution to process your data. We will make sure that your data is processed with operators that are adapted to the structure of your data, and provide you with new insights that are relevant to your business. We will not hesitate to adjust the data processing pipelines should a deviation occur between your expectations and the results.

Case Studies

Some of our recent work is illustrated below. We take on full or part-time positions to solve challenging problems, and we would love to work on novel cases. Feel free to get in touch if you think that we can help or if you would like to hear about our previous work in academia and industry.

Software Stack

Some of the frameworks and data stores that we use to optimise data processing

NVIDIA CUDA Logo
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Get in touch to learn more about our data solutions

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