End-to-end production ML systems: RAG chatbot for SOCAR (OCR + LLM + vector DB), FastAPI NER service deployed on Fly.io with Docker.
Ismat Samadov
IsmatS
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updated a collection 4 days ago
Azerbaijani NLP Suite updated a collection 4 days ago
Azerbaijani NLP Suite updated a collection 4 days ago
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End-to-end production ML systems: RAG chatbot for SOCAR (OCR + LLM + vector DB), FastAPI NER service deployed on Fly.io with Docker.
Handwriting recognition systems: CNN-BiLSTM-CTC trained on IAM (CER 12.95%), Azerbaijani document OCR dataset.
Object detection and image classification: crop disease YOLOv8, chest CT cancer DenseNet121, tree disease from aerial UAV imagery.
Complete NLP toolkit for Azerbaijani language: 4 NER models benchmarked, GPT language model, and live demos.