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K's Projects

regulation.gov_comments icon regulation.gov_comments

Scraping the US Regulation Documents via API while filtering for anything regarding the Florida State.

release-system icon release-system

Akeeba Release System - A software dissemination / download repository component for Joomla!

reli_experiments icon reli_experiments

Experiments with ReLi Corpus - Aspect Based Sentiment Analysis for Portuguese

renjin icon renjin

JVM-based interpreter for the R language for the statistical analysis.

reprex icon reprex

Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

researchkit icon researchkit

ResearchKit is an open source software framework that makes it easy to create apps for medical research or for other research projects.

resolv icon resolv

ldns DNS resolver wrapper libary for R

resume icon resume

R package to build Resume and Cover Letter

resume-job-description-matching icon resume-job-description-matching

The purpose of this project was to defeat the current Application Tracking System used by most of the organization to filter out resumes. In order to achieve this goal I had to come up with a universal score which can help the applicant understand the current status of the match. The following steps were undertaken for this project 1) Job Descriptions were collected from Glass Door Web Site using Selenium as other scrappers failed 2) PDF resume parsing using PDF Miner 3) Creating a vector representation of each Job Description - Used word2Vec to create the vector in 300-dimensional vector space with each document represented as a list of word vectors 4) Given each word its required weights to counter few Job Description specific words to be dealt with - Used TFIDF score to get the word weights. 5) Important skill related words were given higher weights and overall mean of each Job description was obtained using the product for word vector and its TFIDF scores 6) Cosine Similarity was used get the similarities of the Job Description and the Resume 7) Various Natural Language Processing Techniques were identified to suggest on the improvements in the resume that could help increase the match score

resume-matcher icon resume-matcher

Python script that scrapes job postings. Project on hold, just prototype.

resume-parser icon resume-parser

Analyze, score and rank a collection of PDF resumes using machine learning

resume-template icon resume-template

:page_facing_up::briefcase::tophat: A simple Jekyll + GitHub Pages powered resume template.

resume-to-job icon resume-to-job

A web application that takes in a user's resume as input, parses the key words using Google Cloud Vision API, and scrapes job search websites to recommend jobs that match the user's qualifications. Built using MongoDB, Express.js, and React.js.

resumecards icon resumecards

[Unmaintained] A Markdown based resume generator. It looks great on mobile/desktop and can be saved as PDF.

resumeparser icon resumeparser

A framework to parse resumes, extract contact & other information, and check for required terms

resumeparser-1 icon resumeparser-1

Resume Parser using rule based approach. Developed using framework provided by GATE

resumeparser-2 icon resumeparser-2

Created a hybrid content-based & segmentation-based technique for resume parsing with unrivaled level of accuracy & efficiency. Provided resume feedback about skills, vocabulary & third-party interpretation, to help job seeker for creating compelling resume

resumer icon resumer

Package for building resumes with R

rethinkdb icon rethinkdb

The open-source database for the realtime web.

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