Azure Document Intelligence API Implementation

₹1500-12500 INR

Completed

Posted 4 months ago

₹1500-12500 INR

Paid on delivery

I have an Azure subscription but no access to Document Intelligence Studio, so every step—from dataset upload to model training and inference—has to be performed exclusively through the REST API or one of the official SDKs. Scope I need a fully working custom extraction model. You will: • programmatically create the dataset in my storage container • kick off training of a Custom Extraction model (Build mode) via the API • poll for completion, retrieve modelId, and store metadata • run sample inference calls that return key-value pairs and tables in JSON • hand over clean, well-commented code (Python preferred, C# acceptable) and a short README so I can reproduce the process on a fresh machine Acceptance The job is done when I can: • run your script, watch the model train, and see a “ready” status • feed it a test document and receive correctly parsed fields • delete or update the model through the same script if needed Timing I need this ASAP, so please respond only if you can start immediately and deliver a first working draft in the next few days. What to include in your bid Show me past work where you have built or automated Azure Document Intelligence / Form Recognizer solutions, especially if you skipped Studio and relied purely on API calls. Looking forward to collaborating and getting this over the finish line quickly!

Software Architecture

Project ID: 40191144

About the project

4 proposals

Remote project

Active 4 mos ago

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Awarded to:

@mohjib092

Hi, I can help you set up a fully API-driven Azure Document Intelligence pipeline without using Studio at all. I’ll build a Python-based solution that programmatically uploads your dataset to Blob Storage, triggers Custom Extraction model training (Build mode) via REST/SDK, polls until the model is ready, stores the modelId and metadata, and runs sample inference returning key-value pairs and tables in structured JSON. You’ll receive clean, well-commented code plus a clear README so you can reproduce training, inference, model updates, and deletion on a fresh machine anytime. I’ve worked with Azure Form Recognizer / Document Intelligence in automated environments where everything was handled through SDK and REST workflows, so this setup is very familiar. I’m ready to start immediately and can deliver a working first draft within a day Best regards,

₹12,000 INR in 1 day

5.0

(43 reviews)

5.8

4 freelancers are bidding on average ₹6,625 INR for this job

@laibatahir396

Hi there, I can start immediately and deliver a fully automated Azure Document Intelligence (Form Recognizer) pipeline built entirely via REST API / official SDKs, without any reliance on Document Intelligence Studio. I’ve previously implemented end-to-end custom extraction solutions where datasets were created programmatically in Blob Storage, models were trained in Build mode, polled to completion, versioned, queried for inference, and lifecycle-managed (update/delete) purely through Python and REST calls. For this task, I’ll provide clean, well-commented Python code that uploads training data, triggers model training, tracks status, stores the modelId, runs sample inference returning key-value pairs and tables in JSON, and supports retraining or deletion—all wrapped with clear logging and error handling. You’ll also receive a concise README so you can reproduce the entire flow on a fresh machine with your Azure subscription. Best Regards Laiba

₹1,500 INR in 1 day