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
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
10 freelanceria on tarjonnut keskimäärin 6543₹ tähän työhön
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.
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]