Ocr outsourcelavori

Dobbiamo realizzare un WebSite con C# che deve estrarre i testi da un file pdf con immagini. Per fare questo vorremo utilizzare il Computer Vision di Azure. Abbiamo scritto il codice del "Riconoscimento Ottico dei Caratteri" di Microsoft per Azure, ma tale codice funziona perfettamente su una ConsoleApp mentre NON funziona se inserito sul nostro WebSite. Ci serve quindi un aiuto per ottenere il risultato del codice di "Riconoscimento Ottico dei Caratteri" direttamente dal WebSite o, se ciò non fosse possibile, per inserire la ConsoleApp nel nostro WebSite.

Ciao Giuseppe S., ho visto che sei italiano,sapresti modificare un programma?.

Ho la necessità di convertire, attraverso un software OCR, un file PDF in modo che risulti essere ricercabile e selezionabile. Il documento è interamente in italiano ed è di 392 pagine. La conversione dovrà essere effettuata con estrema cura ed in modo impeccabile.

...pressione, la febbre, il peso (o altri tipi di dati da altri strumenti) farà una foto al display dei risultati 3) subito la foto verrà inviata ad un server (o come in questo caso di demo una email) estrapolando il testo del display (per esempio la misurazione della pressione, della febbre, del peso) Per adesso mi serve una demo solo di questo registrazione utente, scatto foto ed estrapolazione ocr del testo della foto, invio email con dai estrapolati. Nell'allegato potete vedere lo schema del progetto. Per eventuali chiarimenti non esitate a scrivermi. Successivamente dovrù essere utilizzato su android e ios (ma si farà dopo), adesso mi serve solo questo per presentare il progetto. Grazie...

PREMESSA: IL PROGETTO E RIVOLTO ESCLUSIVAMENTE AD ITALIANI O AD OPERATORI CHE PARLANO ITALIANO E CONOSCONO LA CULTURA ED IL MARKETING ITALIANO. TUTTE LE ALTRE PROPOSTE VERRANNO CESTINATE!!! GRAZIE. ------------------------------------------------------------------------------------------------------ Siamo alla ricerca di junior per piccolol lavoro di sblocco testo su pdf di presentazione. abbiamo gia provato con adobe ed altri plugin in rete ma nulla. alcuni testi sono estraibili altri essendo immagini no. chiediamo aiuto alla rete

You need to create software that reads a certain number of CVs intelligently and indexes them in a database, so that we can carry out ...analyze CV in PDF, .docx (word in general), or other text files and figure out how to categorize information by making them identifiable through research. If possible include OCR capabilities for recovery of paper CVs. La necessità è quella di creare un software che legga in maniera intelligente una quantità di CV e li indicizzi in un database, di modo da poter svolgere ricerche all'interno di questi. Il software dovrebbe analizzare CV in PDF, docx (word in generale), o altri file di testo e capire come categorizzare le informazioni rendendole identificabili tramite ricerche. Se possibile includere funzionalit&a...

Un lettore ocr che da un fotografia fatta da smartphone riesca a restituire i valori di: Attività commerciale P. IVA Data scontrino Valore scontrino Numero scontrino

...cartella di OneDrive, sono 38 per un totale di 3.000 pagine (del file originale) e sono di 3 tipi: pdf immagini, pdf testo, word docx. Negli ultimi due casi il lavoro consisterà solamente nella formattazione del testo secondo il modello dato (sui files word vanno eliminati gli invii a capo). Nel primo caso invece (la maggioranza dei file, 29 su 39) il file sarà il risultato di un passaggio OCR, quindi, insieme alla sistemazione del testo sarà necessario un riscontro con l'originale PDF per verificare la correttezza delle parole. La formattazione è molto semplice (centrato corsivo degli articoli e il centrato delle sezioni delle parti, capi, titoli quando ce ne sono) e sarà inviato un file di esempio. Possiamo fornire anche una semp...

Ci sono 2 files: il pdf originale da cui partiamo e la sua conversione in word con ocr ripulito di tutti gli elementi grafici. Lo scopo è quello di farne un testo con il contenuto identico all'originale pdf ma con una forma semplificata, cioè senza nessuna formattazione particolare. La sistemazione del testo è in larga parte manuale con raffronto dell'originale (con due finestre affiancate). E' possibile passare delle macro di word che fanno una serie di sistemazioni automatiche. Il progetto prevede la lavorazione di circa 5.000 pagine di cui circa 500 sono pagine di tabelle che vanno ricomposte come l'originale.

Il lavoro consiste nella sistemazione di testi convertiti con OCR che devono essere identici nei contenuti all'originale. Saranno forniti 2 files: il pdf originale e la sua conversione in testo mediante procedimento OCR privo di tutti gli elementi grafici. Lo scopo è quello di riscontrare i due testi affiancati per fare si che il testo trasformato diventi identico all'originale per quanto riguarda il contenuto e senza nessuna formattazione. I testi possono contenere delle tabelle di vario formato che vanno convertite in tabelle word formattate correttamente. E' possibile passare delle macro di word per apportare una serie di sistemazioni automatiche. Il progetto prevede la lavorazione di circa 5.000 pagine di cui circa 500 pagine di tabelle. Si alle...

Looking for a skilled freelancer who can develop a simple process of click few buttons and select input file to extract numeric digits from JPEG images hosted on a cloud server using the Google Vision API with their TEXT_DETECTION. More detail information from google on text extraction on remote image: The task involves extracting numeric digits using Google's TEXT_DETECTION feature from JPEG images hosted on a cloud server.: - Image URLs are provided in an Excel file (sample attached), with over 200 URLs. - The extracted numeric digits need to be added to the same Excel file in columns next to each corresponding image URL. We require only the digits with a length between 4 to 8 digits. Other text information is not

...This particularly includes text content, images, links, along with contact information. Importantly, the website should integrate OCR technology. Key capabilities and features are: - Backend - Simple frontend for testing only - Website Information Retrieval: Capability for data extraction of text content, images, links, and contact information from the targeted pages. - OCR Support: Inclusion of Optical Character Recognition tools for enhanced data extraction. Expertise required for this job: - Proven experience in developing extensive data scraping platforms. - Strong proficiency in Python or similar language. - In-depth knowledge and hands-on experience with OCR technology implementations. - Capacity to manage and deliver a large-scale project. Looking for ...

...formats of invoices through the use of Optical Character Recognition (OCR) technology. The primary objective of this task is to streamline and automate the processing of invoices. Initially we can focus only on Sales Modules in which we have 2-3 formats of invoice and which need to be imported automatically in the entry module. Key Project Details: - The PDF invoices I frequently deal with come in both scanned image and digital (text-based) formats. - The extracted data from these invoices must be: - Directly integrated into Sales and Purchase Invoice Module for further processing - Exported to Excel/CSV files - Directly integrated into accounting software Ideal Skills and Experience: - Proficiency in OCR technology - Strong background in invoice process...

Hi, Minimum requirements: 1. text images (exam style questions) are loaded to Google Drive. (we have already done this) 2. Scan the Google Drive folder for new images. 3. Run new image through Google OCR/Document AI service. 4. Save to master file (e.g. Google Sheet, Doc) that can be accessed by multiple people Ideal scenario (optional): 5. Link to ChatGPT api (we have this already setup) 6. Run question/prompt and return answer to the sheet.

...implementing Optical Character Recognition (OCR) on images for the purpose of extracting text. mainly on google docs/drive then storing that text in a seperate folder This task involves: - Using OCR to pull text from a variety of images accurately. - Utilizing the text extracted to engage with the ChatGPT API. The goal is to generate synthetic text from the obtained information. The perfect candidate for this job is one with experience in OCR systems, proficiency in using ChatGPT API, and a deep understanding of automation for enhancing process efficiency. Successful completion of this task will result in a system that is not just efficient but reliable in minimizing error margins—increasing overall productivity. Ideal Skills: - Proficiency in OCR...

...Inbody Analysis scan through an OCR system which would only scan 6 specific numbers from an entire paper and subsequently, input them into our database. The contrast in this task lies in the precise capture of just these six numbers from each scanned paper. Developers should have an advanced understanding of OCR systems to pull this off. Although the client skipped on the preferred operating systems, developers bidding for this project need to have cross-platform development skills to ensure the app is accessible on iOS, Android, and Windows. The application also may possess features such as membership management, workout tracking, and class scheduling, hence a developer with experience in these areas would be preferred. Ideal Experience & Skills: - Proficient in ...

I'm looking for a Python expert who can develop a script that can take an image URL as input and return the OCR text response. The purpose is to extract numbers with a minimum of 4 digits from images, using only Free OCR tools. The desired output should be a JSON object. The script must support the JPEG and PNG formats. It's unclear how many digits the numbers in the images could have, so the code should be robust enough to handle variable digit lengths. Experience in optical character recognition (OCR) and handling JSON objects are crucial for this project. Specific requirements: - Python coding experience - Knowledge in OCR - Proficiency in handling JPEG and PNG formats - Experience in managing JSON objects Please see the attached images for a b...

I'm looking for a talented developer to create a mobile application for both iOS and Android that can convert images to text. This app will strictly support English language conversion. A c...looking for a talented developer to create a mobile application for both iOS and Android that can convert images to text. This app will strictly support English language conversion. A crucial aspect of this project is for the application to be fully functional offline. Ideal candidate will have: - Proven experience in iOS and Android app development. - Understanding of optical character recognition (OCR) techniques for image-to-text conversion. - Ability to incorporate offline functionality into app development. - Excellent understanding of English language to ensure effective image-to-t...

I'm looking for someone (not necessarily a professional) who can develop or suggest an existing system that checks a large number of color images, mark the images that have text, for example by changing the images file name, with a prefix. The system should not use OCR to extract the text at any stage. Just a simple Go/No-Go kind of thing. The ideal candidate is someone who can think out of the box and has vision and innovation. Experience is not required in any field but AI might be an advantage if this is the only option

...well developed workshop with minimal equipment and a handful of skilled workers. This allows us to start-off with minimal manufacturing, concentrating on our immediate production needs, while simultaneously focusing on the development and growth of the business. (2) instead of investing a substantial amount of capital in the beginning on equipment cost, it may be more feasible to contract and outsource whatever work we can to local shops and other businesses at pre-negotiated rates, and then invest into the needed equipment and facilities as we grow.  Project scope of work: ***Key responsibilities will encompass, but is not limited to*** *Developing a strategic and comprehensive “detailed” business  and operating plan *Offer insights, strategic and cost sav...

I'm seeking a professional who can assist in extracting data from a series of printed images using Text Recognition (OCR) technology. Key Responsibilities: - Utilize OCR to extract text from printed images Ideal Skills and Experience: - Proficiency in OCR technology - Experience in data extraction from printed images - Attention to detail to ensure data accuracy - Ability to handle a large volume of images Please provide examples of similar projects you've worked on and any relevant experience with OCR technology. In your bid, kindly include an approximate timeframe for completing the project and any additional information on how you can contribute to the success of this project.

...integrate OCR functionality into my open-source, chat-based story creation website(). I want to make the user experience more seamless by allowing users to easily import their iMessage chats through screenshots. They will drag and drop multiple screenshot image files inside a modal. The right freelancer for this project would have the following attributes: - Prior experience with OCR - Strong JavaScript skills (NO JQUERY, NO JS FRAMEWORKS!) Key Features for Implementation: - Extract Text: The primary function of the OCR is to extract text from iMessage screenshots. - Autopopulate Chat: Once the text is extracted, it should automatically insert into the current chat on the website (to the end or selected position in list of messages). - Error Handling: If the OC...

To boost the effectiveness and speed of my small Python OCR tool, I'm need a creative developer. This tool currently has tkinter, pytesseract, and opencv, among other technologies, to turn imessage screenshots into a specific JSON format. Key enhancements needed include: 1. **Faster Processing Speed:** The tool should be upgraded to handle tasks more swiftly without sacrificing quality. 2. **Improved Accuracy:** It's essential to better detect actual messages within screenshots for a more successful output. 3. **Support for Emoji Detection:** The upgraded tool should accurately identify and interpret emojis within the screenshots. 4. **Innovative Suggestions:** I'm open to your creative thoughts and enhancement suggestions which I'll consider for additional ...

I am in need of a proficient Python developer to work on a project that will involve extracting passport details from images. I am using https://pypi.o...am using library in python, but in some case its giving wrong result. - I will provide sample images for testing purposes during our chat - At the end we are using this result in PHP/Laravel so we will need api which can take image and return correct json data. Required Skills: - Proficient in Python - Experience with OpenCV - Proficiency in using Tesseract OCR for data extraction Note: Knowledge in image processing and previous experience in similar projects will be an added advantage. Please, when applying, share if you have done similar work. Looking forward to fruitful collaborations. Thank you.

...PhotoMath but with the integration of OCR (google vision or Microsoft vison api) and GPT-3 or GPT-4. You will need to be good at handling data and making the integration between the API seamless. You will decide what APIs to use so you are comfortable with working with it but we require that you have good knowledge and understanding of API integration in apps. How the app will work - User opens app - app instantly opens camera - user taken photo - Photo will be analyzed with Vision OCR - the analysed text will be sent to GPT - GPT Gives the answer to the user. Key Requirements: - I want to work with a freelancer not a Agency. - The app needs to be developed for both IOS and Android. - Specialized AI skills are crucial, specifically expert knowledge of OCR for ...

Dear developers, I am looking for a skilled python engineer that is able to creat...specific datapoints can change location within the file, so engine must search for it and find it. there is master list at front page that indicates coa checkboxes as to what data points will be in the file. 8. few datapoints will have multiple entries, that can be true and all instances have to be entered into SQL segregating them by unique identifiers. we also need dashboard, that allows training of OCR engine using ML such as llama. to repeat, system has to run completely offline. bonus task: integrated ML that is able to scan the documents per group, and combined with extracted data is able to answer questions about the text within such documents, per group, bot mixing up information with oth...

We are on the lookout for an AI specialist to design and implement a solution for swiftly and accurately detecting text from photos. This project will require a deep understanding of computer vision an...for text recognition. The job is very simpel. A webpage where we upload a photo/screenshot and ask the system to tell specifik to tell us Date Bookingnumber phone number Today we can upload a photo on chatgbt and it ca tell us that information easy. Now we will make it on a webpage. The users will upload different types of images and we need the system to detect the correct data. We know that OCR can do that, but we specifik data detected and showed as a text output User upload a photo/screenshot and we get the specific text/number. We just need to see a very simpel system we...

We have 15 PSD files to be converted to HTML and make the website We are web designers and we regularly outsource our work The price we can pay is INR 250 per file Bid only if you agree as the price is nonnegotiable

I need an OCR reader developed to extract text from digitally created PDF files. The main objective of this task is to help in data analysis. Key Aspects: -C# as the preferred language for development. -Ability to extract and interpret text from digitally-created PDFs effectively. -The final output should support data analysis. Ideal freelancer: -Proficiency in C#. -Experience with OCR technology. -Background in data analysis.

I'm looking for an experienced software developer who can create an AI software specifically designed to search through image PD...Requirements: - The AI software should search through image PDFs to find words and symbols with medium accuracy. - The software must support JPEG and PNG file formats, in addition to PDFs. Ideal Skills and Experience: - Proficiency in AI and machine learning, particularly in text recognition from images. - Experience in developing software specifically for PDFs, JPEG, and PNG file formats. - Knowledge of OCR (Optical Character Recognition) technology. - Previous experience in creating software that accurately identifies and extracts symbols from images. If you have experience in this area, please provide relevant examples of your previous work in...

Need 20 PSD to HTML files to be converted the lowest bid will be given work we are web designers we outsource projects so bid reseller price

System OCR do skanowania faktur, który automatycznie odczytuje pozycje z faktur i dodaje je do bazy danych (np. Google Sheets). System wykorzystuje technologię rozpoznawania optycznego znaków (OCR) do ekstrakcji danych z faktur, takich jak: # Nazwa i adres dostawcy # Pozycje na fakturze (nazwa produktu, ilość, cena jednostkowa, cena całkowita) # Suma netto # Suma brutto Dodatkowe funkcje: # Możliwość mapowania nazw i kodów EAN produktów z faktur do nazw i kodów EAN produktów w systemie magazynowym # Możliwość ręcznej korekty danych System ten musi również być rozszerzony o funkcję automatycznego dodawania produktów na stan magazynowy. System będzie analizował pozycje na fakturze i dla każdej z nich: # Sprawdzał, czy ...

I have several high-quality images that I need converted into fully editable Word documents. All text in the images should be easily editable. Ideal skills and experience for this job include: - Proficiency in OCR (Optical Character Recognition) software - Strong understanding of image quality and text extraction - Experience in formatting Word documents - Attention to detail to ensure all text is correctly extracted and editable The quality of the images is of utmost importance, therefore the freelancer must have experience working with crisp, clear images and preserving their quality during the conversion process. Please include any relevant experience you have with similar projects in your bid. Looking forward to working with you.

...well developed workshop with minimal equipment and a handful of skilled workers. This allows us to start-off with minimal manufacturing, concentrating on our immediate production needs, while simultaneously focusing on the development and growth of the business. (2) instead of investing a substantial amount of capital in the beginning on equipment cost, it may be more feasible to contract and outsource whatever work we can to local shops and other businesses at pre-negotiated rates, and then invest into the needed equipment and facilities as we grow.  Project scope of work: ***Key responsibilities will encompass, but is not limited to*** *Developing a strategic and comprehensive “detailed” business  and operating plan *Offer insights, strategic and cost sav...

As a client, I require a sophisticated web app, bui...MRZ (Machine Readable Zone) from passports and seamlessly integrate this data with our odoo ERP system for efficient customer record management. Key Features: - MRZ Reading: Utilising OCR and AI technologies, the app should be efficient in reading and deciphering MRZ data from passports. A minimum accuracy level for preliminary data collection is anticipated, intending to refine and perfect data manually. - Odoo ERP Integration: The extracted MRZ data should be directly transferred to our odoo ERP, updating customer records, ensuring overall seamless data management. Ideal Skills: - Proficient with OCR and AI technologies - Experience with ID and Passport reading applications - Familiarity with odoo ERP and integ...

...cleanly and clearly. - Character Recognition: Must be able to identify individual characters and symbols for precise conversion. - Language Detection: The converter should automatically recognize the language of the text. I expect high accuracy in text extraction, to ensure the integrity of the original document is maintained in the converted output. Experience in Optical Character Recognition (OCR), and proficiency in Tamil and Sinhala language text processing, will be ideal for this project....

...cleanly and clearly. - Character Recognition: Must be able to identify individual characters and symbols for precise conversion. - Language Detection: The converter should automatically recognize the language of the text. I expect high accuracy in text extraction, to ensure the integrity of the original document is maintained in the converted output. Experience in Optical Character Recognition (OCR), and proficiency in Tamil and Sinhala language text processing, will be ideal for this project....

I require an experienced developer to create a comprehensive OCR engine. This engine should have the ability to parse data from both PDFs and image files (JPEG/PNG) with utmost accuracy. The data extraction should not be limited to text; it should include numbers and special characters too. Ideal Experience and Skills: - Proven experience in OCR technology and data extraction. - Proficient with handling various file types (PDF, JPEG, PNG). - Robust understanding of data formatting issues. - Excellent problem-solving and analytical abilities.

I am looking for Automatic Number Plate Reader on indian Plates i am looking for who can provide immediate solution no data available for training, so anyone who have done this before with good accuracy on standard and non standard plates can bid. > vehicle Detection classification ( car, bus, truck, bike, auto) > number plate ocr of single and 2 line plate > green and yellow plate also consider. > need to run this solution without GPU, so we need solution which can run on ubuntu with lower config, openvino prefer only. who have already made this solution with 95% accuracy can bid,

I would like to transform tables filled with handwritten data into excel sheets it’s about ocr i experimented Microsoft Lens, Google Lens even adobe scan i look for the best tool which leaves the least correction to be made

I am trying to learn Next JS , SCSS and Bootstrap . For that I am looking for a developer who can make a landing page, Register, Login and Logout facilities .. Iam looking to outsource react and next js projects too .. It will be long term relationship

I need a web developer to deploy my document parsing ML/LLM model, design a user-friendly webpage for it, and incorporate Google ads. Key Requirements: - Deploy a document pars...functionalities on the webpage - A report on how everything is done and where to debug if something fails. Document Parsing: - My Finetuned model is able to use my own finetuned LLM or the image parsing model Ideal Skills: - Skilled in web development, with experience in deploying and serving ML models - Niche for simplistic user-friendly interfaces - Knowledge of image and text document parsing, including OCR - Experience with integrating ads on webpages If you are up for the challenge of deploying a document parsing model and creating an engaging webpage that hosts it, I'd love to discuss this pr...

I would like to outsource my current digital marketing project and looking for white label digital marketing agency for a long term project. Please apply only if your agency can provide all service, not hiring anyone for single services . Read requirement carefully :- We are currently seeking a proficient digital marketing agency to take charge of my client's digital marketing project. Our client, an esteemed orthopedic surgeon, is keen on enhancing the brand presence of their hospital through strategic content marketing initiatives. The primary objective is to target a 100-mile radius surrounding the hospital location, building brand recognition, awareness, and community engagement. Project Overview: The project goal is completely focused on brand building, increase awa...

...blown light bulb, key not working, leaking toilet. They will advise urgency of the issue, notes of the issue and a photo or couple of photos and a category such as Electrician Required. The system will then send the request to the Caretaker to review. The caretaker can then decide if they will fix the problem themselves or if they will outsource it. If they select Self Manage, it will show in their tasks of things to take care of, if they select to Outsource it, they can select from a drop down of authorised providers and the system will automatically generate a email request to the provider using the details in the database. Once the provide advises Date/Time for the job to be done or that the job has been completed, the Caretaker can then update the system which wil...

I'm in need of a talented individual who can build a Python script for me. The ideal candidate would have demonstrated experience dealing with: - Information retrieval from potentially chaotic and unstructured scanned images and PDF files. - The ability to extract and segregate text, images, and tables. - Ou...images and PDF files. - The ability to extract and segregate text, images, and tables. - Output the extracted data into a organized CSV file format. Expertise in Python is a prerequisite for this task. A knack for navigating unstructured data and strong knowledge in data extraction would be valuable to ensure a comprehensive approach to this task. Experience with Optical Character Recognition (OCR) could be beneficial too. If this sounds like your kind of challenge, d...

Requirement Descriptio...plates to generate weight, cfg and names files that will be used by the cv2 DNN. Furthermore, training of Tesseract for recognizing mercosur plate characters from the same plates is required, with training data consisting of images pre-processed according to the aforementioned sequence. Tesseract must recognize the license plate characters with this single command: tesseract -l <trained-font-for-OCR> --psm 6 --oem 3 -c tessedit_char_whitelist=0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ- *Tools and Versions* Python 3.11.7 numpy==1.26.3, pytesseract==0.3.13, imutils==0.5.4, deskew==1.5.1, opencv-python==4.7.0 OpenCV 4.7.0 Tesseract 5.3.3.20231005 *Links*

I require a proficient developer to design a document digitalization system. This system should perform a few core functions: - Extract text from PDF files using Te...functions: - Extract text from PDF files using Tesseract, an Optical Character Recognition technology. - Structure this extracted text into plain text format. - Develop potential integrations with other systems using C#. This project should be capable of handling documents not only in English, but also in multiple languages and special characters. Candidates should have a strong background in utilizing OCR technologies, particularly Tesseract, and be fluent in C#. Knowledge of various languages and character sets would be advantageous for this project. Efficiency and accuracy should be your priority in developing th...

As an established branding agency, we are in dire need of an experienced B2B sales team to assist us. We are looking to outsource core functions, particularly in the areas of logo design, website design, and social media management. Essential skills: - Strong understanding of the branding industry - Expertise in logo design, website design, and social media management - Proven B2B sales track record - Ability to start working ASAP This role is ideal for a proactive team with acute responsiveness, noted for delivering high-quality outcomes within tight deadlines. Experience in a similar industry will be highly regarded. Let's redefine our branding together!

$10- Task - We are looking for a developer to help fix our Zappier Currently we have a functioning webpage where images are uploaded processed through OCR and the data is then sent to via Zappier. We need someone to do the below: - Fix the problem, stopping the data being sent to (Only one column, which is the issue) Components: - Webpage its hosted- Godaddy - Zappier zap functioning sending data to

I am seeking a skilled Python developer who can create a script tool that can scan and assess both grade sheets and answer bubble sheets. Here's what I need: - ...and answer bubble sheets. Here's what I need: - A system that can accurately scan different types of sheets and convert the data into actionable information. - All assessments must be stored in an Excel format, organized by school. - In addition to other relevant details, I need the tool to extract class data from the scanned sheets. - read paper by scanner(desktop_application) Experience with OCR (Optical Character Recognition) would be a major advantage, as well as a firm understanding of data management and Excel formats. Proficiency in Python is absolutely necessary. Please ensure you have relevant experi...