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Services and Expertise | Data Acquisition and Enrichment

Data Acquisition and Enrichment

We provide data acquisition and enrichment services to help build and improve your machine learning models at scale. We understand that machine learning models are only as good as their training data.

We can supplement your internal data with crawled public or third party data to provide you a 360-view of relevant performance benchmarks and business areas to optimize.

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Data Ingestion

We help you acquire raw data from multiple data sources or generate synthetic data to train your machine learning models. We obtain raw data and convert it to a format that can be easily manipulated depending on your use case.

Data Enrichment

We help clients enhance the data they already possess so they can make more informed decisions and to make their raw data more useful. By adding data from third parties, we can help our clients gain deeper insight into their customers’ lives and enable them to launch more personalized campaigns.

Client Testimonials

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People Data Lab Lead at Unilever

Garry has been a huge help to us figuring out how our data modeling will work, and what weaknesses our existing model has. My favorite thing about Garry is that he approaches it from not just the data/programming side, but also the business/ROI side. Will definitely be working with Ample Insight again in the future.

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John Paul

Co-founder & CTO at ClickFlow Inc.

An absolute pleasure to work with Ample Insight. Their professionalism and skill not only contributed to the project’s success but made the entire process enjoyable. We certainly will be working with them again.

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CEO at Reward Jet Inc

The amount of effort and quality that was put into their work is extremely impressive! I highly recommend Garry and team for their expertise in data science and data engineering.

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Chief Operating Officer at Swanwick Sleep

Ample was a tremendous find for our company. They really over-delivered on expertise and everything we asked of them was brought to us on time and of a world-class quality. We've been very fortunate to work with them and they are highly recommended.

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Garry Ma

CEO of Ample Insight

We’re here to help you tackle your most challenging data science and machine learning projects.

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