Overview
We are a cohort of machine learning & deep learning developers with expert experience in building NLP models and with state-of-art performance. We offer full-stack and individualized help on NLP ad-hoc tasks and model development. If you need help with any text-related NLP tasks you won't find a better team. Below is a list of (non-exhaustive) services we offer: - Building NLP models using Machine Learning / Deep Learning - NLP tasks include: Text Classification, Sentiment Analysis, Relationship Extraction, Information Extraction, Custom Named Entity Recognition (NER), Extractive Summarization - Building models with Transformers Architectures (such BERT, RoBERTa, ALBERT, GPT1) - Speed up your model inference times with state-of-art optimizations: reduce model inference latency time to sub 100ms - Create model pipelines with microservices (Models-as-a-Service) - Machine learning for classification, regression, clustering using custom solutions - Full-stack python focussed model development with APIs, - Key stack knowledge: Python, Elasticsearch, RabbitMQ, Pytorch, Tensorflow, Sklearn, Numpy, Pandas, Spacy Team background includes: - PhD in Computer Science with specialization in Machine Learning - Leading/operating AI organization at one of the credit rating agencies - Product management background at a marketing technology startup that has grown to become a unicorn
Services
AI & Machine Learning
Skills
- Python
- BERT
- Data Science
- Deep Learning Modeling
- Natural Language Generation
- Microservice
- Natural Language Processing
- TensorFlow Stack
- API Development
- NLTK
- IPython
- Deep Learning
- Machine Learning
- ETL Pipeline
- PyTorch