PDF → JSON Extraction (LLM-Assisted, Schema-Validated)Taron Babayan
I build a reliable PDF → structured JSON pipeline for extracting data from official/complex documents (multi-page PDFs, tables, mixed formatting, mixed languages). The focus is on accuracy and zero hallucination: outputs are schema-validated and traced back to the source.
What you’ll get
PDF parsing pipeline (text/table extraction + layout-aware chunking)
LLM-assisted structuring into your JSON schema
Strong safeguards (no invented values, strict formatting)
Validation + error reporting (failed fields, missing sections, confidence flags)
Batch processing for many documents + consistent outputs
Deliverables
Working extraction script/service + config
JSON schema + example outputs
Validation + logs + retry/fallback strategy
Setup instructions (local or deployable)
What I need from you
Sample PDFs (5–10 is enough to start)
Target JSON schema (or I can help define it)
A few “gold” examples of correct outputs (optional but helpful)
Starting at$25 /hr
Tags
pandas
Python
Document AI
JSON
LLM Integration
PDF Processing
Prompt Engineer
Service provided by
Taron Babayan Yerevan, Armenia
PDF → JSON Extraction (LLM-Assisted, Schema-Validated)Taron Babayan
Starting at$25 /hr
Tags
pandas
Python
Document AI
JSON
LLM Integration
PDF Processing
Prompt Engineer
I build a reliable PDF → structured JSON pipeline for extracting data from official/complex documents (multi-page PDFs, tables, mixed formatting, mixed languages). The focus is on accuracy and zero hallucination: outputs are schema-validated and traced back to the source.
What you’ll get
PDF parsing pipeline (text/table extraction + layout-aware chunking)
LLM-assisted structuring into your JSON schema
Strong safeguards (no invented values, strict formatting)
Validation + error reporting (failed fields, missing sections, confidence flags)
Batch processing for many documents + consistent outputs
Deliverables
Working extraction script/service + config
JSON schema + example outputs
Validation + logs + retry/fallback strategy
Setup instructions (local or deployable)
What I need from you
Sample PDFs (5–10 is enough to start)
Target JSON schema (or I can help define it)
A few “gold” examples of correct outputs (optional but helpful)
$25 /hr