Building the future with Artificial Intelligence
As Artificial Intelligence makes the leap from theory to application, find out how we can help position your company in an Artificial Intelligence future.
We focus on applying Artificial Intelligence to accelerate our clients' core businesses. Our team brings deep, technical expertise, while maintaining a strong business-centric approach: from setting the business context through to a successful adoption within the company.
For clients that already have a project in mind, here are examples of Artificial Intelligence solutions that Neural Swarm can build.
E.g. segmenting customers into groups for highly targeted marketing campaigns and preventing churn.
E.g. identifying defective products on a manufacturing production line using images.
E.g. automatically score a game of billiards using a camera.
E.g. 24/7 customer service addressing a broad range of issues in natural language.
E.g. identifying recommended products based on preferences of other customers with similar attributes.
E.g. monitoring customer brand perception on social media.
E.g. extracting provisions from legal documents.
E.g. transcribe telephone calls from a helpdesk.
Our customised approach combines unique business insights with deep technical expertise.
- Identify sources of value
- Determine AI use cases
- Define project scope
- Validate business case through experiments
- Collect data or use existing datasets
- Feature engineering
- Impute missing data
- Analyse and explore data
- Choose model and evaluation metric
- Train and evaluate model
- Parameter tuning and regularisation
- Scale adoption across organisation
- Establish operational best practices
- Optimise and improve with real-world feedback
Explore some of our recent projects where we've made an outsized impact.
Horse Race Betting Model
Collaborated with a Hong Kong betting syndicate to model the win probability of horses in races at Happy Valley and Sha Tin by using Maximum Likelihood Estimation (MLE) to adjust parameters. These win probabilities were extended beyond win bets to place, quinella and quinella place bets.
Package Delivery Time Simulation
A simulator was built for an Australian delivery company to assess business model viability. The simulator modelled the distribution of package delivery times in urban areas using uniformly generated point-to-point ETAs and run over different times and days to account for seasonality. The project was deployed as an interactive tool comprising of a delivery time Isochrone overlaid over an urban map.
Worker Productivity and Wellness
Developed and deployed a series of business intelligence dashboards that monitor factory worker productivity and wellness for a Hong Kong startup with a focus on Corporate Social Responsbility (CSR). A series of reports, metrics and data visualisations were also researched and designed.
Increasing License Plate Recognition Accuracy
Helped an Australian vendor increase the accuracy of an existing license plate recognition (LPR) system by merging alternate sources of data. The extra sensor data required real-time complex event processing (CEP) and unsupervised learning to extract a clean data stream in order to augment the current system.
About Neural Swarm
Neural Swarm is a boutique Artificial Intelligence consulting firm that provides a wide range of services to a diversified client base, from fast-growing startups to innovative corporations.
With a presence in Hong Kong, Australia and the United Kingdom, we work together with our global clients to build Artificial Intelligence driven organisations.
Get in Touch
Thank you for your interest in Neural Swarm.
Our project rates start from US$950/day.
Please fill out the form below to enquire about our work. We will respond as soon as possible, usually within a few business days.