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Create a Resume Parser to capture information

I need a script that can parse resumes, extract basic information, and copy it into a provided form. The goal is to automate this process as much as possible, so robustness and accuracy are equally important. Some of the fields are straightforward, such as address, email, phone. etc, but others, like Hobbies and Languages Spoken, will require shrewd regex's to find and parse correctly. Ideally, the script would be able to perform some calculations such as identifying the age of the person and then figuring out their birth year and the ability to populate the Gender field based on the person's name.

As the goal is to process a huge number of resumes as quickly as possible, I need a highly skilled programmer with extensive knowledge of NLP, AI, and/or machine learning to provide the best possible manner of capturing this sort of information.

The output should look something like this:

First Name: Anuj

Middle Name: N/A

Last Name: Rai

Gender: M

Languages Known: Hindi, English

and so forth.

Please provide a sample of your work on a similar project with the original text and the final output.

I am currently working for a small startup for a new website based in Pune and we need to gather details from Resume for mostly Indian candidates.

We have 1000s of resumes at the moment and we are trying to automate the process of extracting the information from these resume so that we could upload the information from the same.

The resumes will be all in PDF format and may be structured or completely unstructured. The text might be plain or in images. We need a way to capture information such as names, addresses, landmarks, years of experience and so on. Contact me for the complete list.

Deadline 15-20 days

Compétences : Intelligence Artificielle, Machine Learning (ML), Langage Naturel, Python

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Concernant l'employeur :
( 0 commentaires ) Pune, India

Nº du projet : #19383447

10 freelance font une offre moyenne de ₹6543 pour ce travail

nitinbhardwaj01

I am [login to view URL] from IIT Delhi. I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. I a Plus

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4.8
GraphicLand12

Hello (EXPERT IN GRAPHIC DESIGN) I have read Your project description regarding Create a Resume Parser to capture information PHIC Designs. Design # Work On Time # Within Budget # Attention to customer requiremen Plus

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4.1
ganatradeval

Hi, I have been working in automation field for more than 2 years. I am also AWS certified. Please give me more details so thay we can discuss about it.

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ck042

I am a professional resume writer and can deliver your job within the stipulated time Relevant Skills and Experience Resume writing

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RebeccaBWeiss

Hi there! This project has my name (which is Rebecca) written all over it! I've spent my entire career parsing unstructured data and at SEEK (Australia's LinkedIn), I was tasked with doing exactly what you're asking fo Plus

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OsamaHabiba

I have worked in projects involving information scraping and process automation, and have an experience working with computer vision which can help extract written information from images and unstructured PDFs. the in Plus

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karandeepdps

Hey, This can be easily done using OpenCV and DNN modules. If you want we can deploy the same on a web server so you just have to drag and drop to get Results. For more info contact me at [login to view URL]

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pritampatnaik8

Kindly let me know the usecase

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rahulkrverma

I am having 3-year experience in computer vision, machine learning and deep learning. I have worked on object detection, object recognition, and image classification. I have developed and train deep learning model from Plus

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omanasoft

Hi, I am already working on Resume-parser - 50% done. Price and schedule quoted are tentative - to be firmed up after discussion and complete understanding of the requirements. I propose a Java solution built Plus

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