Extract Valuable Insights from Unstructured Text with NLP-Powered NER Services Using Python, Hugging Face & spaCy
Working systems you can open right now, without talking to us. There are no client logos below and no testimonials — we will not publish proof we cannot substantiate. What we can put in front of you is software hjLabs.in built, deployed and keeps running in public. Open it, push on it, and judge the engineering yourself before you spend time on a call.
Paste your own text and run an open NER model on your own GPU via WebGPU. Nothing is uploaded. Extractive question answering sits beside it for the cases where a span is easier to pull with a question than with an entity type.
We transcribed DICOM PS3.15 Annex E Table E.1-1 — the Basic Application Level Confidentiality Profile — in full: 652 attributes, each carrying the standard’s own action code and VR. De-identification overwrites element values in place at their existing byte offsets, so the rest of the file, pixel data included, stays byte-identical to the original. It runs entirely in your browser; the study is never uploaded.
Not prototypes and not a portfolio page — thirteen separate tools built, deployed and kept running by hjLabs.in, each on its own subdomain. Click any of them and see for yourself.
We are a small specialist team, not a large consultancy, and we are not going to dress up as one. Here is what that actually buys you.
There is no account-manager layer between you and the person writing the code. The engineer who takes your scoping call is the engineer on your project, and stays reachable for the length of it.
hjLabs.in designs, manufactures and sells production machines — CNC routing, selective soldering, wire cutting, spring coiling, transformer winding. When a vision model has to survive a real factory line, cameras, lighting, PLCs and vibration are our day job, not a subcontractor’s.
Live tools you can open, open-source repositories you can read, and a standards implementation you can check line by line against the DICOM specification. You do not have to take a claim on trust when you can go and test it.
Boost your business's decision-making with our expert services in named entity recognition (NER) and token classification, employing Python, Hugging Face, and spaCy. Our solutions process large volumes of unstructured text data, generating valuable insights for your business.
Our NER services identify and extract relevant entities like names, organizations, locations, and more from unstructured text data. Token classification, a vital aspect of information extraction, involves labeling tokens in text - empowering you to make data-driven decisions propelling your business forward.
News agencies can employ our named entity recognition (NER) services using Python, Hugging Face, and SpaCy to analyze news articles and automatically identify and categorize entities, such as people, locations, and organizations. This can aid in content recommendation, summarization, and the generation of insights for better decision-making.
E-commerce platforms can benefit from our token classification services using BERT and PyTorch to analyze product descriptions and automatically identify and categorize entities, such as SKUs, MFRs, MPNs, and quantities. This enables enhanced product search, recommendation, and user sentiment analysis.
Healthcare organizations can leverage our NER with bidirectional LSTM-CNNs and token classification services to analyze medical records and research articles, enabling the automatic identification and categorization of entities such as patient names, symptoms, and treatment-related information.
Financial institutions can employ our NLP and machine learning expertise to perform token classification on financial reports, news articles, and social media content, facilitating the automatic identification of entities like company names, stock symbols, and financial events.
Our software services are powered by the following technologies:
Ready to get started? Contact our team of experts to discuss your token classification needs and discover how our services can help your business thrive.
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