JONESAI, LLC
JonesAI, LLC offers consulting and contracting services in computer science and data science with expertise in artificial intelligence. We employ modern tools and several decades of experience to solve your data science and machine learning problems that will benefit your business or organization.
AI / MACHINE LEARNING
We are well-versed in the latest research and developments in AI/ML. Expertise includes probabilistic graph models, dataflow graphs, queuing networks, Petri nets, Bayesian networks, Markov networks, hidden Markov models, neural networks, deep learning architectures, and advanced machine learning algorithms. We have also developed our own advanced methods, customized solutions, and patented technologies in this exciting field.
DATA SCIENCE
Our data science expertise stems from many different education and career paths. This has afforded us unique and qualified experience to be effective in this still nascent field. We have demonstrated abilities to use the scientific method to formulate problems, hypothesize solutions, analyze data, and verify results. We are highly trained in computer science, mathematics, statistics, and engineering, all leveraged to solve data science problems. We combine this interdisciplinary know-how with the latest innovations in advanced predictive analytics, machine learning and artificial intelligence with high-performance computing and data visualizations. We combine our insights and skills to transform your business, government, or organizational processes to make more insightful, data-driven decisions.
SOFTWARE DEVELOPMENT
Trained in electrical engineering, computer engineering, software engineering, and computer science, we are experienced coders adept in modern engineering tools and industry practices. Skilled in many programming languages (both popular and obscure), our go-to languages include Python, Julia, R, C/C++/C#, and Scala. We leverage Pandas, Scikit-learn, Dask, Spark, SparkML, TensorFlow, Keras, PyTorch, and Julia ecosystems. We can also scale up applications with large datasets and compute-intensive algorithms using parallel processing, both locally and cloud based alike. We are adept at using dataflow processing pipelines (TensorFlow, PyTorch, Flux, MXNet), large-scale data processing with Spark, and GPU-enabled acceleration. We are also experienced with embedded computing using micro-controllers, microprocessors, FPGAs, GPUs, and ASICs. Lastly, we leverage advanced technologies like probabilistic programming languages, including Stan and Pyro, as well as developing custom languages, compilers, and run-time systems.
CONTACT US
Contact us and find how our services can benefit your company.
P +1 (757) 707-9787
