Ocr tesseract jobber

I’m need an implementation concern turn handwritten greek (with equations) answers to formatted text in an editor that environment so instructor to make annotation etc…

...skilled freelancer to assist in converting a printed booklet into a digital TXT format for upload to mendable.ai. The booklet comprises approximately 240 small pages, with each page containing around 24 lines of text and 66 characters per line. This task requires careful scanning, OCR (Optical Character Recognition) processing, and specific text formatting to ensure the digital version is optimized for use with mendable.ai. Key Tasks: Scanning and OCR Conversion: Digitally scan each page of the booklet and use OCR technology to accurately extract the text. The focus is on producing a clean, searchable text output. Text Formatting and Cleanup: Apply special conventions for text formatting: Italics: Represent italics by surrounding the text with single asterisks (te...

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...experienced freelancer who can efficiently convert a PDF document filled with both text and numbers in tables and forms, into a well-organized Excel spreadsheet. Here are the key aspects and skills required for this project: - **Data Extraction Expertise**: You should be proficient in extracting handwritten text and numbers from PDFs, specifically those laid out in tables or forms. Experience with OCR technology and manual data entry for accuracy verification is essential. - **Excel Proficiency**: Strong Excel skills are necessary. You will not just transfer the data but also format it according to specific requirements. This means creating accurately formatted tables that make the data analysis-ready. - **Formatting Skills**: The extracted data will need to be formatted in Ex...

...- The documents are primarily in English, so a strong command of the English language is essential. - Ability to work with different types of source materials and transform them into a unified digital format. - Proficient in typing and document formatting. - Keen attention to detail is needed to ensure the transcribed text is accurate and free from typos or grammatical errors. - Experience with OCR (Optical Character Recognition) tools could be beneficial but is not mandatory. - Ability to maintain confidentiality and handle sensitive information securely. Since the total number of pages is yet to be determined, flexibility in project scope and the capability to handle potentially large volumes of work will be appreciated. Ideal candidates should share examples of similar projec...

I'm seeking a dedicated software developer with experience in Microsoft Azure and database creation to develop a business card scanner. This tool must extract specific information from business cards including: - Name and contact details - Company and Job Title - Social Media Profiles - Email - Address - Business...Social Media Profiles - Email - Address - Business Profile Additionally, the business card scanner should support multiple languages including English, Spanish, French, German, Chinese, Italian, Portuguese, Dutch, Japanese, and Korean. The extracted data must be stored in a database. Proficiency in Optical Character Recognition (OCR) technology is a plus. Ideal Skills: - Microsoft Azure - Database Creation - Optical Character Recognition (OCR) ...

The app aims to help average consumers to manage the maintenance associated with their homes, cars, pets, and/or recreational vehicles. This app is to have an easy-to-use interface that would enable users to capture receipts, log, and schedule maintenance. The app is to be limited to mobile phones only and to one platform only for now although that is open for discussion. In the future the support may be extended to Tablet and Desktop platforms. In a nutshell, users must be able to add one or more maintenance logbooks, be able to enter maintenance records, and schedule maintenance. The app then shall provide users with insights on how much they have spent on their maintenance per the asset they are managing. Looking for someone proficient in: 1. PostgreSQL and Cloud Services such AWS...

...streamlines the invoice processing workflow using advanced OCR and AI technologies. The app's core functionality will revolve around scanning invoices, using artificial intelligence to recognize text fields, and sending this data to a specified API. This project requires a developer with a strong background in mobile app development, experience in OCR technologies, and expertise in integrating AI functionalities. Maybe a HTML UI. **Key Features Needed:** - **Cross-Platform Compatibility:** The app must work flawlessly on both iOS and Android devices, ensuring a wide user base. Maybe a HTML UI. - **Invoice Scanning:** Utilize the mobile device's camera to scan invoices. The scanner should be highly accurate and user-friendly. - **Advanced OCR with AI:** I...

I'm seeking a knowledgeable Python developer, with a strong background in OCR (Optical Character Recognition) technology, to carry out text extraction and image recognition tasks for me. The chosen freelancer will be responsible for designing and implementing an OCR system capable of recognizing and interpreting handwritten and printed text, as well as barcodes. The ideal candidate will be proficient in Python and boast extensive OCR experience. It's pivotal, for the success of this project, that the OCR system meticulously identifies and interprets all stated forms of image-based text. Bring your Python prowess and OCR expertise to ensure a top-notch final product.

I need an OCR (Optical Character Recognition) specialist to extract specific financial data from images taken from both the PhonePe and Google Pay platforms. This project involves not only recognizing and extracting data from images but also ensuring that the extracted information is accurate and reliable. The aim is to simplify financial record-keeping and data analysis through automation. **Key Requirements:** 1. **OCR Technology Proficiency:** The freelancer should be highly proficient in OCR technology, with a proven track record of successful projects, specifically in extracting data from digital images. 2. **Experience with Payment Apps:** Knowledge of the PhonePe and Google Pay interfaces and receipt formats is crucial, as the task involves recognizing and ex...

Web based PDF interpreter with API capabilities. We want to be able to ta...information, and format it into a standardized JSON object that can be ingested by our database. I've used ChatGPT to help outline the project as I see it with a recommended tech stack, based in Python. The tech stack is as follows: Python for backend development. Flask or Django for the web framework to handle web interface and API endpoints. Integrate PyPDF2 and PDFMiner for PDF parsing. Use Tesseract for OCR capabilities to process image-based PDFs. Employ an NLP library like spaCy for interpreting the document content and suggesting whether it's a quote or an invoice. See attached image for broken down development cycle. Please provide an estimation for price and how long this pr...

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...- Phone Number - **Data Entry**: Efficiently input the extracted data into an Excel sheet that will be integrated into my CRM system for further data organization and analysis. **Ideal Skills and Experience:** - **PDF to Excel Conversion**: Demonstrated experience in converting complex image PDF files into Excel formats without losing data integrity. - **OCR Technology Expertise**: Proficiency in using Optical Character Recognition (OCR) technology to facilitate the extraction of text from image-based PDFs. - **Attention to Detail**: Meticulous attention to capturing every detail accurately, especially names, email addresses, and phone numbers. - **Data Privacy Awareness**: Understanding of and commitment to maintaining the privacy and security of the data being handled....

I need a proficient Python expert to assist with a specific task: extracting text from photos. These photos are predominantly written in English and they would require a well-built knowledge of OCR techniques for efficient extraction. Your skills and experience would ideally include: - Proven experience with Python programming language - Strong knowledge of OCR techniques and technologies - Experience in reading and extracting text from images. -Also Google Vision experties This project could involve a degree of complexity, as the images are photos, therefore clear code structure and documentation are essential to facilitate potential modifications or adaptations. Please provide evidence of similar tasks accomplished when applying, thank you.

I've got a scanned PDF book that needs to be meticulously transformed into an editable Microsoft Excel document, with a commitment to preserving the same formatting. **Key Project Needs:** - Convert scanned PDF book to Excel - Ensure exact match of text and formatting - Maintain layout and design **Ideal Freelancer:** - Proficient with OCR software - Experienced in PDF to Excel conversions - Detail-oriented with proofreading skills - Familiar with Microsoft Excel and its formatting tools - Capable of delivering accurate results punctually The success of this project hinges on your attention to detail and your ability to replicate the text and formatting from the scanned PDF into a neatly organized Excel spreadsheet. If you have a track record of similar projects and the sk...

...with document management. Enhance document security and compliance. 3. Functional Requirements Document Ingestion: Support various document formats (e.g., PDF, Word, Excel, image). Automatic document import from various sources (e.g., email, scanner, file systems). Manual document upload with metadata tagging. Document Processing: Automatic text extraction using Optical Character Recognition (OCR). Content analysis and keyword identification using Natural Language Processing (NLP). Document classification and categorization based on content and metadata. Document Storage: Secure document storage with access control and audit trails. Version control to manage revisions and track changes. Searchable document repository with full-text indexing. Document Search: Advanced search fun...

We need to generate an animated video for one of our products called "LexIA". Our LexIA platform allows you to store, financial and operational documents without the need for prior training. It has intelligent OCR that extracts and makes information available for consumption via API. We have the script to make the video that we leave you below. "Are you tired of manually transferring documents into your systems? Does your work never seem to end?" Meet LexIA, our platform that allows you to store, analyze, understand and classify financial and operational documents without the need for prior training. You can connect multiple physical and digital reading sources to store your documents. In addition, you will be able to review the status of your extraction...

Hi, we need the attached file to be OCRed. It would be very urgent. Please tell me how long it would take. Where the text is not legible simply write [illegible text]

I'm in need of a professional who can efficiently transform my collection of PDFs, which include both scanned images and standard documents, into fully editable Google Docs and Sheets. These documents are heavy in text but also feature complex tables that require careful handling to maintain their integrity during conversion. 19 pages pdf total What I'm looking for: - Expertise in OCR technology and document conversion - Ability to handle complex table structures within PDFs - Proficiency with Google Workspace (formerly G Suite) - Attention to detail to ensure all text and tables are accurate - Quick turnaround time without compromising on quality Ideal Skills: - Experience with PDF conversion tools and software - Strong understanding of Google Docs and Sheets formatti...

I need a professional freelancer to correct OCR errors and typeset the corrected text to match scanned PDF books. Source files are plain text files. pdf's of the originals that we want to match are provided, but no need to edit these pdfs. Background: There are two out-of-print English-language books, the Sweet Songster and Thomas Hymnal, that we want to republish. They are song books, but there is no musical notation, so look like books of poems. We found pdf scans of the books along with OCR text. We're now looking for someone to correct the scanned and OCR'ed text and then typeset that to look like the original. The content is basic everyday language and does not require specialized knowledge or expertise. No understanding of the text is required, we just...

hello there I'm looking for someone who can convert some screensed pdf to word format. Not that, I've already available OCR word format but it's not working for my work. So I'm looking for someone who can make sure 100% editable file like a newly created by manually. Thanks!

...number of printed documents. Key Duties: - Convert text from less than 100 printed pages to a digital format. - Ensure accuracy and attention to detail with the transferred text data. - Organize entered data coherently in a specified digital file format. Ideal Skills: - Fast and accurate typing abilities. - Proficiency in data entry software and MS Office or similar tools. - Experience with OCR technology could be beneficial. - Attention to detail is a must for error-free transcription. - Ability to handle physical documents carefully. The successful candidate will demonstrate a track record of efficient data entry with minimal errors. Familiarity with handling printed documents and converting them into digital formats efficiently would be advantageous. Looking forward to se...

We are looking for a web-based Document Management System (DMS) that can save scanned documents directly from network scanners. The ideal solution should come with complete source code. If you have the complete source code ready, please contact us. 1. Document Management System: The web application should provide robust document management capabilities, including document storage, retrieval, version control, and collaboration features. 2. Network Scanner Integration: Integration with network scanners is essential, allowing users to scan documents directly into the DMS from any compatible network scanner. 3. Source Code: The project should include complete source code written in Java, PHP, .NET, Node.js, or a similar technology stack. 4. Customization: Minimal customization should be requir...

...to improve OCR performance. This may include but is not limited to: - Converting images to grayscale or black and white to reduce complexity. - Applying filters to enhance text features. - Extracting the receipt's contour to eliminate background noise, ensuring the OCR focuses solely on the receipt text. - Modular Code Design: Each preprocessing step should be encapsulated within its independent function, promoting code modularity and readability. - Step-by-Step Visualization: After each preprocessing step, export an intermediate image. This will allow for a visual inspection of the preprocessing effects on the image, aiding in the fine-tuning of the preprocessing pipeline. - Library Use: While the primary libraries are OpenCV for image processing and Pytess...

I'm looking for a professional developer who would be able to create price-comprising (like ) applications using...features: - Login - Register - Hashing user's data - Searching results sort - Search filters - Email verification by code - The project must be developed in Python, with use of HTML, JS and SQL - It should manifest as a web application. - Flask is the chosen web framework. You will also have to write a report for in format below :// ://

...Secure digital signing of documents. - PDF Form Filling: Interactive form creation and completion. - OCR: Extract text from images for editable documents. - PDF Compression: Reduce file size without compromising quality. - Advanced Requirements: - Full SAAS Functionality: Reliable, scalable, and accessible service. - Multi-User Support: Accommodate multiple concurrent users. - Payment Integration: Process subscriptions for basic and premium accounts. - Access Levels: - Two-tiered subscription model for Basic and Premium features. Ideal Skills: - Backend and Frontend Development - Experience in SAAS platforms - Familiarity with Payment Gateways - Knowledge in building OCR tools - Understanding of PDF manipulation libraries Experience in creating similar ...

...models, Convolutional Neural Network (CNN) and Vision Transformer (ViT) model. These will be used for an OCR system, essentially to convert images of various mathematical expressions and notations into Latex code. The programming language that will be used is Python. Key Responsibilities: - Developing the OCR system using CNN and ViT models. - Measuring the accuracy of these models. - Handling conversion of images of different mathematical expressions and notations which would include: - Simple algebraic equations - Advanced calculus expressions - Complex geometrical notations Ideal Skills and Experience: - Proficient in Python programming. - Experience in working with OCR technology. - Knowledge and experience with CNN and ViT models. - Familiarity wit...

Can somebody help me to read the Bolt price on my laptop! It’s 10 phones and a web camera connected to my laptop with Windows 11 pro. I have python program running now but it’s not working satisfactory!

The following requirements will be supplied with existing Wordpress Plugins or will be developed as original plugins. A very skilled developer is needed to fulfill the following functions as plugins in Wordpress. The system will have backend and frontend management in English. • User-Centric Registration • Diverse Membership Management • Membership Document Upload with OCR Integration for Document Processing • Efficient Approval Workflow for Back Office • Proactive Membership Reminders • Digital Membership Cards with QR Codes • Advantages and Events Modules • Committee Empowerment Section • Company Spotlight Profiles • Strategically Placed Advertising Spaces • Administrative Empowerment Dashboard • Corporate S...

...pages of scanned images from PDF to Word format, along with performing some copy-pasting and typing tasks in the mentioned languages. Here are my specific needs: - Conversion of scanned images to editable Word documents - Comprehensive data entry in both English and Tamil languages - Accurate copy-pasting tasks where necessary IDEAL SKILLS: - Proficiency in English and Tamil typing - Experience in OCR (Optical Character Recognition) for converting scanned documents - Familiarity with PDF and Word formats - Attention to detail to ensure data accuracy - Ability to meet the project deadline I am looking forward to collaborating with someone who can deliver quality work with a good understanding of both languages and a proven track record in similar projects. If you have the requi...

I'm seeking a meticulous professional to convert various images to text manually - verbatim, word-for-word. This project requires a keen eye for detail to ensure the images are accurately transcribed into Word documents. Key Requirements: - Familiarity with Microsoft Word. - No use of OCR tools, as manual transcription is needed. - Superb command of English to ensure all words are correctly transcribed. - Must have great attention to detail, aiming for 100% accuracy. Ideal candidates would be experienced in manual transcription and well-versed in handling large amounts of data. Having keen eyesight and the ability to stay focused for extended periods will be essential.

...variety of documents for my project. Here's what I need: - Extract text, numbers, and table content from PDFs, JPEGs, PNGs, and hand-written notes. - Accurately convert and organize the extracted data into Excel, ensuring each originating file corresponds to a unique row in a spreadsheet. - Handle potentially complex data in a structured and error-free manner. Essential Skills: - Data Extraction and OCR (Optical Character Recognition) proficiency. - Advanced Excel knowledge, with experience in data sorting and macros. - Attention to detail and accuracy in data input. - Experience with handwritten note transcription is highly advantageous. The ideal freelancer should have a track record of handling similar tasks and be able to demonstrate their ability to undertake this pr...

I'm in urgent need of a precise and attentive freelancer for image data entry tasks. Here's what I'm looking for: - Convert images into desired formats and databases. - Handle large sets of images with meticulous attention. - Experience with OCR tools and manual data verification. Ideal Skills: - Fast typing with a keen eye for accuracy. - Familiarity with various image formats. - Proven experience in image data entry projects. - Ability to meet tight deadlines when required. Projects are ongoing, so reliable communication is essential. If you have a solid track record and ready to dive in, let's connect!

I'm seeking a skilled developer to create a specialized C# ...barcode is found, the application should parse the UPC. - In cases where multiple UPCs are found within the same file, all UPCs should be returned. - The extracted UPC barcode data should be presented in a plain text file format. Ideal Skills and Experience: - Proficiency in C# programming with experience in image processing. - Previous work with barcode detection or optical character recognition (OCR). - Ability to work with the necessary libraries or APIs that facilitate UPC scanning and text extraction. - Knowledge of file handling in C# to output plain text files with the extracted data. To apply, please share your experience and any relevant past work that demonstrates your capability to deliver this proje...

I'm seeking a skilled freelancer equipped with a high proficiency in PDF editing software with essential OCR capabilities. The software should support multiple language recognitions. I am particularly interested in the following: - OCR: The software must have a robust Optical Character Recognition feature that can handle numerous languages with excellent accuracy. - Editing Capabilities: The PDF expert software should be adept in editing existing text readily and easily. - Highlighting and Annotation: I require a platform that comes with tools for highlighting texts and inserting annotations to ensure effective and dynamic PDF interactions. - Form Filling and Signing: A key feature of the software should include form completion and signing abilities for a seamless work...

I'm in search of a professional with extensive experience in data extraction and automation to develop a tool proficient in reading unstructured pdf and text...address, phone, email, dates, employers, job titles, skills etc, and upload the parsed data, and the original file into an Airtable database. The main purposes for this data analysis tool will be: - Automation of processes, with a primary focus on document handling processes - Directly uploading the extracted data to our existing database in Airtable. For this role, a prior understanding of OCR, data analysis software, database management, and automation scripts will be highly advantageous. A proven track record with similar projects is also ideal. Please ensure your bid includes evidence of these skills and relev...

Création site Web / OCR / Algograme

I'm in need of an experienced app developer to create a document scann...iOS and Android systems. Key Requirements: • Compatibility: The app has to be compatible with both iOS and Android. • Document Formats: It should be able to efficiently scan and read PDFs and Image files (JPEG, PNG). • OCR (Optical Character Recognition) Capabilities: The app must have OCR capabilities, enabling it to recognize and translate characters in a scanned image or PDF into electronically designated characters. Ideal skills and Experience: • Extensive experience in mobile app development, specifically for iOS and Android. • Familiarity with implementing OCR technology in mobile applications. • Experience with integrating support for multiple file...

I'm in need of specialized assistance for creating effective study materials for UPSC Civil Services preparation. My project involves two key tasks: converting PDF materials into editable Word documents and creating comprehensive notes in bullet point format. Here's what I'm looking for: - **PDF to Word Conversion:** - Experience with OCR software. - Ability to handle mixed content PDFs (images and text). - Keen eye for layout and formatting details. - **Note-making:** - Familiarity with UPSC Civil Services exam topics. - Clear and concise bullet point note creation. - Research proficiency for accurate content. **Ideal Skills:** - Proficient in MS Office (Word, PowerPoint). - Strong command of English. - Attention to detail. - Previous experience with ...

I am seeking an OCR (Optical Character Recognition) expert to build a comprehensive model that can accurately recognize different identity documents including passports, driver's licenses, and national ID cards. Not just document recognition, I need this model to have an impressive 99% accuracy rate. This is important, as even the slightest inaccuracies can lead to significant repercussions. Essential Skills and Experience: - Proven experience developing OCR solutions - Extensive knowledge of machine learning algorithms - Previous work involving document scanning prefered When applying, please ensure you include: - Evidence of past work: I would like to see examples of similar tasks you have completed successfully in the past. I am looking forward to working closel...

I'm seeking...capture of lead data through manual data entry, business card scanning, and integration with website forms. Experience with Optical Character Recognition (OCR) will be advantageous given the business card scanning aspect. * Lead Tracking and Categorization: The app should be capable of categorizing leads and effectively tracking their activity. The tracking mechanism should include status updates, activity logs, and notification alerts for various activities within the app. The developer should have profound knowledge in mobile app development, with a portfolio showcasing similar projects. Familiarity with lead management software and OCR technology will be a significant plus point. If you have what it takes to develop this solution, I invite you to provid...

I'm seeking a skilled developer to create a mobile app that simplifies personal f...intuitive finance management app. - Feature for tracking budgets and monitoring expenses. - Capability for users to scan receipts for expense input. - Strong focus on user-friendly interface and design. Ideal Skills: - Proficiency in mobile app development (iOS/Android). - Experience with financial software integration. - Understanding of secure connection with banking APIs. - Familiarity with OCR technology for receipt scanning. The perfect freelancer will have a portfolio showcasing similar projects, a keen eye for detail, and a commitment to creating a stable and secure app. If you believe you can bring this project to life and help others manage their finances more efficiently, I'd lo...

For my project, I need an automation expert proficient in both Python and OCR technology to create a solution. Specifically, the purpose of this is to extract key information from scanned pdf invoices. The OCR software to be used isn't specifically defined, flexibility in this regard is beneficial. Details for the project: • Data extraction: This solution should be capable of extracting the invoice number, date, vendor name, total amount, item list, and quantity from each invoice. • Output: Post extraction, the solution should automatically structure the data in a readable table format. Ideal candidates would have a strong foundation in Python, OCR and NLP technologies, along with a knack for crafting efficient automation systems. Skill in data form...

I'm looking for an experienced app developer to create an advanced Android-based license plate recognition application. **Key Functions:** - Incorporate image capture. - Automatically detect license plates. - Include optical character recognition (OCR). When a license plate is detected, the application should: - Display the license plate number. - Save the license plate number in a database. - Provide an alert/notification. **Ideal Skills:** - Proficiency in Android app development. - Prior experience with license plate recognition software. - Familiarity with optical character recognition is critical. The developer will need to demonstrate a deep understanding of these systems and the ability to integrate them into a user-friendly application. Your bid should demonstrate y...

More details: What is the main purpose of the app? Scanning and creating profiles What format should the scanned files be saved as? Editable PDF Should the app have any additional features? Document signing iOS and android app Needs OCR from a PDF, jpeg or PNG Creates profile with scanned/ingested file Needs to work offline too Languages for output: English, LATAM Spanish PDF that uses email client, WhatsApp, or Text for sharing

I'm searching for a meticulous and efficient freelancer to assist with converting my PDF files into typed documents. The key details of the job are: - **Machine-Readable PDFs**: Your primary task will be copy typing from PDF files that are machine-readable, so OCR is not necessary. - **Formatting is Crucial**: It's imperative that the original formatting of the PDF files is preserved in the typed documents. Attention to detail is a must. - **Project Volume**: I have multiple files that need this treatment; please be prepared for a fair amount of work. An ideal candidate for this job will possess: - Proven experience in copy typing and document formatting. - Excellent attention to detail, ensuring no deviation from original formatting. - Proficient use of word-processing...

I'm looking for an OCR expert to create a robust text extraction system tailored for artificially-distorted images in JPEG format. Essential requirements: - Experience with Tesseract OCR implementation. - Proficiency in Python for script development. - A strong understanding of image pre-processing techniques. Project scope: - Enable OCR on JPEG images with artificial distortion. - Adapt system for potential moderate image blur and noise. Additional skills: - Machine learning background for custom model training, if necessary. - Capability to iterate solutions for handling varied levels of distortion (skewing, warping, noise). Ultimately, the OCR tool should reliably analyze and interpret text from distorted JPEGs for efficient data processing.

...or development team to create a cutting-edge OCR app tailored for both Android and iOS platforms. This app's primary function is to extract text from invoices using artificial intelligence. Here is what I need: - A seamless, user-friendly app providing accurate invoice detail extraction. - Integration capabilities with QuickBooks for efficient data management. Ideal candidate criteria: - Proven experience in AI and OCR technologies. - Familiarity with mobile development for both Android and iOS. - Previous work integrating apps with accounting software, specifically QuickBooks. - Excellent attention to detail and a commitment to creating a reliable user experience. Your application should demonstrate: - Previous projects illustrating your OCR and mobile deve...

I'm in need of a freelancer who can skillfully convert two PDF documents into editable XLS files. Here are the key requirements: - All texts and tables from the PDFs should be accurately transferred to the new format. Images are not required. - The final XLS files should maintain the column widths of the original documents to ensure consistency and easier readab...allowing changes to be made as necessary. Ideal person for this job would be someone with a track record of converting PDF files to spreadsheets without losing the structure of the original file. Familiarity with Excel spreadsheet formatting is a must. Attention to detail would also be paramount to ensure nothing is lost during the conversion process. Experience with optical character recognition (OCR) tools or soft...

I am seeking a professional with exceptional data entry skills along with a working knowledge of Optical Character Recognition (OCR) technologies. • Your core responsibility will be handling the manual and automated input of both textual and image data. • The data will originate from physical documents that I will provide. You can categorize, process, and digitize this information using a combination of manual input and OCR tech. • Proficiency with OCR technologies will be an advantage as part of this project involves converting hardcopy material into digital formats. Experience in undertaking similar projects and an ability to maintain stringent confidentiality is highly valued.