What We Do
AI Engineering
Many of today’s companies are looking at the fast-growing field of AI with great interest. We help companies implement Generative AI workflows, things like chatbots, content generation, advanced search, and other industry-specific use cases.
We’ve built pipelines to create specialized search based on Text Embeddings stored in Vector DBs. We have experience using various advanced RAG techniques to augment Large Language Models (LLMs) for custom chatbots with company-specific information. We’ve used Amazon Bedrock for running various custom Models.
Our specialty is combining AI Engineering and Data Engineering to augment off-the-shelf Language Models with data from Data Warehouses and Data Lakes, employing specialized AI engineering techniques to enhance speed and accuracy.
Data Warehouses & ETL
Having large amounts of data is a common problem – having data scattered across many different systems, and needing to put it into a form that is usable for data analytics and other stakeholders, is an even more common problem.
We specialize in building efficient data warehouses and ETL processes that centralize your data for seamless analysis. We use technologies like Apache Airflow, dbt and Redshift. We help integrate BI tools like Tableau to turn your data into actionable insights through powerful visualizations, and can build custom Data Apps to work with data in a way that is native to our clients’ organizations.
We have experience in many different cloud stacks and technologies, including Apache Spark, AWS, Google Cloud Platform, BigQuery, dbtCloud, and many others.
Training / Team building
We help companies build and train teams in general Python, and the Python scientific computing stack.
We offer a range of services, from helping hire and train data engineering teams, to helping teach experienced programmers to program in Python, to helping Data Analysts and Data Scientists learn to use the Python scientific computing stack.
Need something else?
We have dozens of years of experience, in many industries and with many technologies, and are happy to tackle any interesting challenges.