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$150-300 SGD

Cancelled
Posted over 7 years ago

$150-300 SGD

Paid on delivery
We want to build a software application that understands resumes and produces results that is as accurate as a human result. NLTK library should be used to retrieve words that are similar to the job description so that the program is able to process these keywords as part of something that the employers want. Machine learning using SCIKIT-LEARN package should be used to classify these results and whether such keywords should be considered in future resumes. The program should also be able to understand and store new keywords and phrases and subsequently store these phrases into a dictionary. Eg. if the employer is looking to hire an accountant, all words and phrases associated with programmer should be taken into account using the dictionary in NLP. A phrase such as "I am able to speak 3 different languages, english, french, spanish" should also be taken into account as softskills of the candidate. Sample resumes would be provided to feed the machine with new data. The program should be coded in python and machine learning algorithms should be using scikit-learn. Only a simple GUI is needed for employers to view different resumes and display the qualities of the recommended resume by the system. Eg. if the employer key in a job description such as "computer programmer" the system should display a rating of these resumes that it recommends.
Project ID: 12319941

About the project

15 proposals
Remote project
Active 7 yrs ago

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15 freelancers are bidding on average $427 SGD for this job
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Hi, I am competitive to this kind of task, can take good care of this project. In fact, I already done related to this job before. Let me know the best of your time so we can discuss further based on your requirements and we can move forward to the next step. Thanks, Joseph C Ocero
$529 SGD in 10 days
4.8 (19 reviews)
4.9
4.9
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Dear, I've bid only for the algorithm development in Python. The budget is too less for any usable GUI that can do anything more than "Enter" and "Exit" pertaining to all the basic requirements that you might need here. The whole setup to have the system do the -resume reading, -structuring to a standard format -storing it in intermediate files -etc requires other modules too apart from using NLTK. So, the whole package shall require around 10 days of a job. Challenge: The idea to understand that a new word is a job position or skill etc will require a dictionary pre-built into it. Second, the reading of resume files is not like reading csv files, so that is also a big thing to fill up. Thus, it is not as simple as it looks at this point. About me: I'm a research student in machine learning in data science stream, so I usually take up work along these lines and help in creating toolboxes and packages. If you're interested, do ping me and we can discuss about the timeline, milestone payments etc before we begin. Thanks!!
$250 SGD in 10 days
5.0 (4 reviews)
3.6
3.6
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Hello, I am a software developer. I have utilized machine learning in several projects including finance, sports, news, and neuroscience. I have been working with natural language processing via python nltk for 18 months. Regards, Steven
$800 SGD in 10 days
4.3 (12 reviews)
3.9
3.9
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Hi, i am good at artificial intelligence , i am currently working on such a project, will end in 2 days. Almost all my recent works here were in Python. I am professional C/C++ and Python programmer. I have much experience in web scraping, data mining. I am open to discuss and pretests. Thanks and good luck in advance.
$250 SGD in 10 days
4.9 (6 reviews)
2.4
2.4
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Natural language processing, Artificial intelligence library , java coding and other analysis work with dataset is being done by me several time. I have also some quick module to do it fast. chat more , i have experience in research work.
$222 SGD in 10 days
0.0 (0 reviews)
0.0
0.0
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Dear Client, Greeting of the day ahead !!! Thanks for providing us opportunity to place bid over the project and communicate with you. I am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned .I have checked your requirements.i have right skills to work on this assignmentWe find our expertise, skills and capabilities are perfectly blends with your project requirements because we have already worked on many projects. You'll love the whole layout, interface design , cross-browser compatibility and mobile-device-friendly interfaces that we design Our team has created over dozen of windows, and web based appliations iPhone/iPad games and apps, and over 10 Windows and Linux server APIs and security tools Don't waste any more time in your development We take care of all these things for you . Advanced custom coding for our clients. Anytime. [Removed for encouraging offsite communication which is against our Terms and Conditions.]. plz add me to discus I am ready to discuss with you Looking forward to hear from you. with best Regards
$200 SGD in 6 days
0.0 (0 reviews)
0.0
0.0
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Dear Sir/Madam: I am a software developer, certified in programming, with extensive experience since 90s. I have worked with DOS, Windows, Web, Cloud and Mobile software development. I work SQL, scripting, Microsft VB.NET/C#, Python, Eclipse/Java and the like. Details of Methodology of Work (from Agile:Scrum, XP) My roadmap: Phase 1 -Project management (PM) -Analysis, programming (PM) -Programming (PM) Phase 2 -Advanced programming (PM) -interfaces, APIs (PM) -production(PM) Remote Work -Online distance working -Online collaboration: easier system for you. -Daily communication automatized workflow. -Extreme programming, Agile methods. BACKGROUND I am now running a one-person software factory. I have been working with ERP, CRM, CMS opens source systems and LAMP & .NET stack in desktop/web systems for a long time. I have added API's, mobile, cloud & NoSQL DB. Also, I work image processing with Gimp. I work with finance, service, commerce, farming, industry, mainly SMB type customers. I have been attending university degree courses in software programming, management, economics and language translation/writing bilingual English Spanish along my last 24 years. I offer to you what is one simple, useful and effective system according to your needs. Please do not hesitate to message me for further details. Sincerely yours.
$277 SGD in 10 days
0.0 (1 review)
0.0
0.0
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Simple implementation with a straight forward web interface for querying the quality of the résumé
$422 SGD in 10 days
0.0 (0 reviews)
0.0
0.0
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I understood your requirements and have relevant experience in Machine Learning & NLP. I hope to work with you soon
$250 SGD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hey. Although I am new to freelancer. I am having good experience in data science as i have done various projects of Data Science . Also my recent internship at Accenture gave me an exposure of how Data science and Machine learning is used in real life problems.I did all my work there in jupyter notebook. Also I have won and participated in many global online Machine learning contests. Moreover , I am looking for good ratings rather than money , thats why I am bidding low,so that you can try me without much risk and money. If you like my work ,give me a good rating.
$277 SGD in 10 days
0.0 (0 reviews)
1.3
1.3
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Hello, I am shahid from kashmir.   Over the last 7 years, I have worked for several clients. Joined Freelancer with over 7 years of experience in , Data entry, Linkedin Lead generation , Google Research Expert,Web scraping.  Python and Scrapping expert with 5 years of experience.  Linkedin API developer. ·          Using Python, Wordpress ,C Programming , C++Programming, Linux,PHP,MYSQL ,Java ,Javascript, ,Website Design ,Graphic Design,CSS,Research,Wordpress ,Magento ,Matlab and Mathematica ,Leads ,Web Search ,Machine Learning ,HTML5 ,Linkedin ,Landing Pages ,Web Services ,Internet Research ,Angular.js ,,Data mining,,Web scrapping,Find contacts, Data Processing, Data Entry, Excel, Leads, Web Search, Data Mining, Linked in, Microsoft Office, Email handling.  I am a highly skilled web researcher,data entry provider seeking an opportunity to leverage my expertise and demonstrate my high level of technical an administrative skills.  I have successfully completed more than 100 projects ranging from, Wordpress , C Programming ,  C++ Programming, Linux,PHP,MYSQL ,Java ,Javascript ,Website Design ,Graphic Design,CSS,Research,Wordpress ,Magento ,Leads ,Web Search ,Machine Learning ,HTML5 ,Linkedin ,Landing Pages ,Web Services web research, data entry, Internet Research, Linkedin Lead Generation, Google docs & Excel Spreadsheet creation/editing.  You can test the quality of my leads and also i provide leads at best price in the market.  Regards:
$150 SGD in 0 day
0.0 (0 reviews)
2.6
2.6

About the client

Flag of SINGAPORE
singapore, Singapore
5.0
2
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Member since Dec 8, 2016

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