When Havas Helia’s internal resources were stretched too thin, we turned to Derive to tackle a key client’s customer segmentation project. Vishal partnered with us as a true extension of our in-house team, collaborating on the segmentation methodology, persona development and go-to-market strategy. His work was insightful, timely and professional, and the client was delighted with the results!

Vishal has been a much-valued part of our extended team for years and we couldn’t be more delighted—with the quality of the work, the output, his strategic chops, his willingness to go the extra mile for clients, and his easy collaborative style. He is very skilled with analytics and machine learning, and that expertise, combined with the attributes listed above make him a very valuable and much-admired part of any work team.

The data scientists at Derive provided tremendous support by rapidly developing data ingestion, automation procedures and machine learning models in Python. They demonstrated a deep understanding of best practices in data workflows and governance.  On the machine learning front, they developed a series of spatial probability models using data across geography and time. They’re great to work with and really know their craft.