Resume Parsing

Data Extraction :

Scavenge candidates profiles with various file format like PDF and Word and extract the following set of data and generate the CSV file.

Phase I:

- File Name

- Candidate Name

- Email Id

- Phone

- Address

- Certifications

Phase II :

- Name of the University

- Year of Passing

- Candidate Title (Architect, Developer, DBA etc.)

- Primary Technical Skills (Java, .Net, AWS etc.)

- Professional Certification

- Empoyer1

- Empoyer2

- No of Years of Experience

Machine Learning / Artificial Intelligence :

- Identify fake Profile (Actual No. of years of experience does not match based on year of passing, DoB etc.)

- Identify fake Profile (Candidate is claimed to be Java Full stack developer but does not have relevant experience)

Rate or score candidate based on the following criteria :

- No. of Years of experience

- Relevant experience based on the type of the projects worked

- Certification

- Job title and candidate Title

Analytics :

Generate Graphical Reports with bar chart on the following:

- No. of Resumes Scanned

- No. of Fake Profiles

- No. of Relevant profile

- Bot recommended best candidates among the scanned profile

- Score of each recommended best candidate

- Why should company hire Bot recommended candidate

The type of training data for data extraction :

- Resumes with Word file format

- Resumes with PDF file format

Job Description (this will be provided once the data extraction phase is over)

Skills: Python, Machine Learning (ML), Data Mining, Data Analytics, Data Science

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About the Employer:
( 1 review ) Gandhinagar, India

Project ID: #21639774

13 freelancers are bidding on average ₹9207 for this job


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ML AI Developer ready to ROCK! Dear Concern, I am writing to apply for the position, as advertised on freelancing website. My nearly 8 years of experience in creating custom automation robots similarly to uipath More

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I am very good at python and machine learning I sure I will do this task with perfection Give me a chance to do

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Have already completed a similar project using python and java, ready to show you the demo, with better knowledge on resume analysis can complete it with quality and effectiveness

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- previous experience in such topics ; - eager to discuss a lot in this chat stream ; - degree stats / maths ;

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i am currently pursuing masters in data science from greyatom school of data science. and i am looking for hands on job so that i can learn. compensation is not the issue

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Extract data from a PDF and Word. Plotting visual graphs.

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As I've worked on ML as well as NLP project , so I'll surely help you out in this project. Thank You.

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Hi, I have extensive experience in web scrapping, Machine learning and data science. I think this project would be very perfect match to my profile. I am a Python expert where we can read, operate on any kind of file a More

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Certified Data Analyst - Great Lakes. • Successful track record of 10 years in Process Transitions, Operations/Process Management, Training, Quality Management and People Management. • Proven ability to manage and moti More

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