Consulting, Analysis, Advice
Our main focus is advanced mathematical modeling of complex data sets:
- Deep Learning and Custom LLM Models
- Custom Data Structures
- Machine Learning Algorithms Design and Optimization
- Time-Frequency Signal Analysis
- Higher Dimensional Data Modeling
- Big Data Analytics
- Graph Deep Learning
We also have plenty of in-house expertise in machine learning and data mining , web mining using open-source libraries & tools:
- PyTorch Neural Architectures/Deep Learning
- Fuzzy Sets & Probability Logic
- Quantum Machine Learning with PennyLane
- Bayesian Nets
- LLMs and Transformers via HuggingFace
- Artificial Immune Systems
- Distributed Data Mining on SageMaker
- Graph Databases (Neptune, Neo4J)
- Hadoop Apache Ecosystem
- Apache Spark on Azure
- AWS SageMaker ML Pipelines
- Web Semantics Technology & Knowledge Graphs
We develop using this technology stack:
- Scala with functional libraries such as Cats
- Python on Anaconda with TensorFlow, Keras, NumPy, etc
If you need to add intelligence to your applications (financial, military, or e-commerce), go no further.