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I need a self-hosted engine that receives bank and tax statements—whether they are scanned images or digitally generated PDFs—runs OCR and layout analysis entirely on my own server, and returns clean, well-structured JSON ready to be stored in my existing MySQL database. No document, image, or intermediate text is ever allowed to leave the machine, so every component must be open-source or locally licensed and run within the current Node.js + [login to view URL] stack. Key goals • Detect and extract all tables, transaction rows, balances, and identifying headers in a consistent JSON schema that we will finalise together. • Handle multi-page statements, varying templates, and common artefacts such as skew, shading, or mixed languages. • Expose the extraction workflow to my app through a simple Node.js function or REST endpoint that I can call with a file path and receive JSON. • Store results to MySQL once the JSON passes validation. Technology expectations I have no fixed preference on libraries: Tesseract, OpenCV, PDFPlumber, pdfminer-six, or a custom C++ wrapper are all acceptable as long as the final stack remains 100 % on-prem. Optimising accuracy with pre-processing (deskew, denoise) and template detection is critical, and I’m open to using GPU acceleration if it simplifies heavy workloads. What I’d like from you Send a concise, detailed project proposal that outlines: 1. Your chosen toolkit and why it satisfies the local-only constraint. 2. A step-by-step plan for parsing both text-based and scanned PDFs. 3. Expected accuracy benchmarks, plus how you intend to test and tune them. 4. Milestones and delivery timeline. Deliverables • Source code (CLI or service) with installation scripts • JSON schema definition and sample outputs for both document types • Integration guide and a small demo route inside my [login to view URL] app • Unit tests and a reproducible sample dataset If your approach keeps everything local, produces consistent JSON, and plugs smoothly into Node.js, we can kick off immediately.
Mã dự án: 40241931
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Hi, there. I am interested your project. Because your project is my major, I believe I am a right person for your project. I have experience building fully on-prem document processing pipelines that combine OCR, layout analysis, and table extraction, with strict data-local constraints and clean JSON outputs for SQL storage. My approach would use a local-only stack (e.g., Tesseract + OpenCV for scanned PDFs, pdfminer/pdfplumber for digital PDFs, with Node.js wrappers) and a unified parsing layer to normalize multi-page statements into a consistent schema. I can deliver a Node.js–callable service or REST endpoint, MySQL integration, accuracy tuning via preprocessing and template detection, plus full documentation, tests, and a [login to view URL] demo route within a milestone-based timeline. I hope to hear from you. Thank you I prefer this response
₹45.000 INR trong 3 ngày
1,6
1,6
67 freelancer chào giá trung bình ₹51.580 INR cho công việc này

Hi, I have strong experience building fully self-hosted document processing pipelines using Tesseract, OpenCV, and Python parsers integrated with Node.js/Next.js via REST or CLI services. - Make Sure I'll deliver the excellent results for you as well! - Can we set up the meeting? Please drop the message, feel free ASAP! Thanks, Umar F.
₹45.000 INR trong 7 ngày
7,1
7,1

As a skilled and experienced full-stack developer, I understand the critical importance of ensuring your sensitive data remains on-premises at all times. My expertise in JavaScript and Node.js enables me to craft a fully localized OCR-based PDF Statement Reader that runs entirely on your own server, as per your explicit requirement. By leveraging key libraries like Tesseract, OpenCV or pdfminer-six, and harnessing the power of GPU acceleration when necessary, I'll deliver an optimized solution that meets your stringent criteria. My robust understanding of database management systems ensures seamless integration with your existing MySQL infrastructure. It also means I can deliver a solution that not only detects and extracts all relevant data points consistently but also validates and stores the resultant JSON strings to your database with ease. With 10+ years in the software development industry and a track record of delivering high-quality projects within budget and on time, I can assure you of value-for-money service. By choosing me, you're not simply picking someone who "can do" this project; instead, you're partnering with an experienced professional to tackle even the most complex challenges head-on. Together, we can bring your vision for this Local OCR-Based PDF Statement Reader to life in a secure and powerful manner. Let's get started!
₹45.000 INR trong 7 ngày
6,0
6,0

As a seasoned Full-Stack Developer, I am your ideal candidate for creating a self-hosted OCR engine that caters to your stipulated local-only constraint. I have an extensive repertoire of skills that would not only allow me to meet your goals efficiently but also give you a sense of confidence in entrusting the project into my hands. My proficiency in using libraries such as Tesseract, OpenCV, and PDFPlumber, enable me to handle all the PDF types (scanned images or digitally generated) precisely as you want it – on-premises. My background encompasses diverse experiences including working with machine learning-based OCR and image processing, which perfectly aligns with your project requirements. I've developed a deep understanding of text data classification and processing through various tasks including developing my own OCR technologies. This experience is essential in comprehending varying templates, managing artefacts like skew and shading, or even mixed languages - all significant aspects of this project that I can undertake effectively. My commitment towards navigating solutions and prioritizing user experiences is well-recognized by my clients who appreciate the clean and maintainable code I employ. Let's do this together; the next phase for your project starts with giving it to the right pair of hands.
₹45.000 INR trong 7 ngày
4,9
4,9

I have 21 years of experince, extensive experince in databases. Principal Software engineer , i can parse your document and fulfill all your requirements.
₹45.000 INR trong 7 ngày
4,8
4,8

Hello, I will build a secure, on-premise extraction engine using a popular FOSS OCR tool and a flexible layout analysis framework. The system will handle pre-processing tasks like deskewing and denoising to ensure high accuracy for both scanned images and digital PDFs. I will develop a custom parsing logic to transform extracted tables into a structured JSON format that fits your needs. This engine will be integrated into your existing Node.js environment as a private REST endpoint, ensuring no data ever leaves your server. Finally, I will implement a validation layer that maps and saves the verified JSON data directly to your MySQL database. 1) Which operating system is your server currently running? 2) How many distinct bank or tax document templates do we need to support for the initial rollout? 3) Does your server have a dedicated GPU available for faster image processing? Thanks, Bharat
₹45.000 INR trong 20 ngày
4,7
4,7

Hello, I’ve gone through your job description and understand that you’re looking for a fully self-hosted OCR and document-parsing engine that can process bank and tax statements locally and return clean, structured JSON for MySQL integration. With 5+ years of experience in backend development, OCR pipelines, and document-processing systems, I’ve successfully built similar on-premise extraction solutions with high accuracy and strict data-security compliance. What I can help you with: • Build a local-only OCR pipeline with preprocessing, layout detection, and structured JSON extraction • Develop a Node.js service/endpoint that integrates smoothly with your existing stack • Deliver tested code, schema definition, and full integration documentation Warm regards, Monica Bhatia
₹45.000 INR trong 2 ngày
4,5
4,5

Hi, I've worked on document processing systems where on-premise, zero-external-call architecture wasn't a nice-to-have but a strict requirement. That constraint shapes every decision — library choices, preprocessing approach, integration design — and I know how to navigate it without sacrificing accuracy or maintainability. What draws me to this project is the combination of technical depth and practical output you're asking for. It's not just about making OCR work — it's about making it reliable, testable, and seamlessly connected to your existing stack in a way your team can own going forward. I'm ready to dig into your document samples, align on the JSON schema, and build something that holds up in production — not just in demos. Regards, Raj
₹45.000 INR trong 7 ngày
3,3
3,3

Hello, I can help you build a local OCR-based solution to process PDF statements accurately and securely. I have experience working with OCR engines like Tesseract, PDF parsing, and data extraction workflows, ensuring high accuracy even with scanned documents. I can develop a system that runs locally (no cloud dependency), extracts required fields, and exports structured data (CSV/Excel/Database) as per your needs. I will also handle preprocessing (image cleaning, rotation, noise reduction) to improve OCR accuracy. Let’s discuss the statement format and required output fields so I can provide a precise and efficient solution. Regards, Bharti
₹45.000 INR trong 7 ngày
2,2
2,2

Thank you for the detailed project description regarding the Local OCR-Based PDF Statement Reader for Node.js/Next.js + MySQL. One aspect that caught my attention is the need for a self-hosted engine that ensures all processing remains on your server, without any data leaving the machine. This is a crucial requirement that I fully understand and can deliver upon. With over 7 years of experience in software development, I have worked on similar projects that involved OCR technologies and data extraction. Specifically tailored to your project, I have successfully implemented OCR solutions using Tesseract and custom C++ wrappers to ensure all processing is kept local and secure. For this project, my approach would involve: - Utilizing Tesseract and custom C++ wrappers for OCR processing - Implementing pre-processing techniques such as deskew and denoise for accuracy optimization - Developing a step-by-step plan for parsing both text-based and scanned PDFs - Testing and fine-tuning accuracy benchmarks through sample datasets - Integrating the extraction workflow into your Node.js app through a REST endpoint In previous projects, I have built similar OCR solutions that accurately extracted data from PDF documents and stored them in databases. By following a structured process and leveraging the right tools, I have consistently delivered high-quality results. As I delve into this
₹44.000 INR trong 7 ngày
1,2
1,2

With extensive experience in MySQL and Node.js, my team at our tech start-up is ideally suited for your project. Not only do we have the necessary technical prowess to handle your OCR-based PDF statement reader, but we also have a deep understanding of the specific needs of the banking and tax sector. The hallmark of our approach will be producing clean, well-structured JSON that adheres perfectly to your desired schema. Our plan entails using thorough pre-processing techniques like deskewing, denoising, and template detection to counteract commonly encountered artifacts like skew, shading or mixed languages. These techniques are not just theoretical for us; we rely on them on Massive transformation projects where accuracy is genuinely critical. Remember, an added advantage I bring from my team's end is minimizing dependence on any third party by providing source code with installation scripts and full documentation about overall integration. Given our exposure to banking transformations just alongside manner you described I ensure to perform beyond our client's expectations because it is going to be our oath of being responsible for such crucial transformations.
₹45.000 INR trong 7 ngày
3,6
3,6

Hi there! I'm Robert, a Senior Full-Stack & AI Engineer with over 10 years of experience architecting and delivering SaaS platforms, automation systems, and intelligent applications, including expertise in OCR and data extraction technologies. I have successfully developed a multi-tenant SaaS chatbot platform integrating RAG, LangChain, and ASP.NET Core, showcasing my ability to handle complex data workflows efficiently. My deep technical background in full-stack development and AI aligns perfectly with your need for a self-hosted OCR solution that runs entirely on your server. I can complete this project perfectly and deliver scalable, production-ready results that meet your specifications. My commitment to clean architecture, structured documentation, CI/CD automation, and OWASP-based security practices ensures the utmost reliability. Let’s connect to refine your requirements and begin building a solution that exceeds expectations. Which specific accuracy benchmarks are most important to you for the OCR outputs?
₹50.000 INR trong 30 ngày
0,0
0,0

Throughout my career, I have gained extensive experience with a variety of technologies and frameworks, but one area that stands out is my expertise with Node.js - which fits perfectly with your existing stack. I'm deeply familiar with libraries such as Tesseract, OpenCV, PDFPlumber, pdfminer-six that you've mentioned and can confidently say that not only do they meet your requirements, but they have also produced high-quality results in every project I have used them in. The fact that they enable me to keep everything local is a significant benefit for your particular needs and you can be assured that all extraction and processing happens entirely within your server. When it comes to parsing complex PDFs, be it text-based or scanned images, my multi-faceted skill set proves invaluable. Optimizing accuracy through preprocessing techniques like deskewing and denoising are techniques I frequently deploy in similar projects. Additionally, the ability to handle different page layouts, various templates, mixed languages is something I'm well-versed in - ensuring consistent JSON outputs regardless of the source file complexity.
₹45.000 INR trong 7 ngày
0,0
0,0

We are pleased to submit this proposal for the development of a modern, scalable, and user-friendly Website and Mobile Application tailored to your business needs. Our goal is to deliver a high-performance digital solution that enhances your brand presence, improves user engagement, and drives business growth. 2. Scope of Work A. Website Development Custom UI/UX Design (Responsive across devices) Frontend Development (React / HTML5 / CSS3 / JS) Backend Development (Node.js / Laravel / Django – as required) CMS Integration (if needed)
₹45.000 INR trong 7 ngày
0,0
0,0

Drawing from my 6+ years of experience as a Full Stack Developer, I am equipped with the skills needed to meet your project's demands. To ensure that your bank and tax statements stay entirely on your server, my preference is a combination of Tesseract for OCR, OpenCV for image pre-processing, and any open-source PDF parser you're most comfortable with. My strategy involves utilizing AWS GPU instances specifically for deskew and denoise activities to enhance accuracy and accelerate processing times while staying completely on-prem. In terms of guaranteeing high accuracy rates, extensive testing and benchmarking are essential. I plan to approach this by developing a robust suite of unit tests using Jest or Mocha in conjunction with real-world datasets across various document types, templates, languages, and conditions such as shading or mixed languages. To set some landmarks on the timeline: within 4 days, I can deliver a working prototype; within 7 days a first iteration improving based on your feedback; and within 15 days the final product along with the installation scripts signed off by you. 100% client satisfaction is my utmost priority; I assure you
₹42.000 INR trong 18 ngày
0,0
0,0

We are pleased to submit this proposal for the development of a modern, scalable, and user-friendly Website and Mobile Application tailored to your business needs. Our goal is to deliver a high-performance digital solution that enhances your brand presence, improves user engagement, and drives business growth. 2. Scope of Work A. Website Development Custom UI/UX Design (Responsive across devices) Frontend Development (React / HTML5 / CSS3 / JS) Backend Development (Node.js / Laravel / Django – as required) CMS Integration (if needed)
₹45.000 INR trong 7 ngày
0,0
0,0

Hi, I already developed such applications, I can create bank statement extraction within 3 days. U can check my clients feedback. We can connect on chatbox. Thanks
₹40.000 INR trong 3 ngày
0,0
0,0

Hi Amit, hope you’re doing well. Structured OCR with deterministic JSON output for bank and tax statements. Fully local processing pipeline combining text-layer extraction for digital PDFs and OCR with preprocessing for scanned files. Multi-page handling, table reconstruction, normalization, and schema-based JSON generation integrated with MySQL and exposed through a clean Node.js service endpoint. Ready to align on toolkit choice and milestone timeline. Kind Regards, Nikunj
₹43.500 INR trong 7 ngày
0,0
0,0

Hey, I'm Qloron, a skilled software engineer with extensive experience in AngularJS, JavaScript, MySQL, and Node.js. My diverse background in the IT sector has given me a unique perspective and honed my problem-solving skills. Your project fits perfectly into my wheelhouse and I'm confident in my ability to provide a tailored solution that meets all your requirements. To satisfy your local-only constraint, I propose leveraging OpenCV and pdfminer-six as the core of our toolkit. Both are open-source and well-validated libraries that will allow us to run all OCR and layout analysis tasks entirely on your own server using Node.js. I would also suggest adding a custom C++ wrapper for further optimization. For parsing both text-based and scanned PDFs, I would deploy Tesseract OCR engine - known for its high accuracy in recognizing different artifacts such as skew, shading, and mixed languages. I'd supplement this with pre-processing techniques like deskew and denoise to improve accuracy further. To ensure quality outputs, extensive unit testing using real-world samples will be done along with a manual check of document types compatibility before final delivery. Let’s kick-off and make this project a reality
₹45.000 INR trong 7 ngày
0,0
0,0

Motamiya Mangrol, India
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