areas of impact
Sourcing top-tier technical talent: we cherry-pick best-in-class ML engineers, data scientists and researchers, and staff those directly to our clients
End-to-end project management: we build teams able to execute the most complex projects from the concept stage to production
High value-add consulting: we help our clients to identify key areas of impact, and then leverage technology to capture the maximum value
Our teams are capable of applying ML and data science toolkits to tackle the most complex challenges in a broad range of areas, including marketing, operations, finance and R&D.
Some of the use cases we can address include:
Enhancing data collection processes and implementing pipelines to enable in-depth data mining and analysis
Data processing, cleansing, and verifying the integrity of data using state-of-the-art methods
Building & optimizing large-scale machine learning models, incl. supervised, unsupervised and reinforcement learning
Leveraging various ML and data science tools to produce reporting and recommendations systems of any complexity
Evolution One is fundamentally technology-agnostic: we believe that the business needs should never be limited by tech stack choices.
The talent we partner with has experience working with all major tools and technologies:
Languages: Python, C++, C#, Java, etc.
ML frameworks: TensorFlow, PyTorch, Keras, Caffe, etc.
Query languages: SQL, Hive, Pig, etc.
Data visualization tools and platforms: Power BI, Tableau, D3.js, GGplot, etc.
Data science toolkits: R, Weka, NumPy, MatLab, Stata, etc.
SQL/NoSQL databases: MySQL, PostgreSQL, MongoDB, Cassandra, etc.
Evolution One leverages proprietary sourcing techniques to identify the best candidates that fit the following set criteria:
Education: Technion – Israel Institute of Technology, Lomonosov Moscow State University, ETH Zurich, Ecole Polytechnique University
Experience: Yandex, Deutsche Bank, Samsung, Huawei, Raiffeisen Bank, Gett, and others
Participation in major ML/NLP conferences such as NeurIPS, ICLR, ICML, ACL, NAACL