Document similarity retrieval engine based on unsupervised machine learning

The purpose of this project is to build a document similarity retrieval Flask app running on Docker that will allow the vectorization of text documents by using as many unsupervised embedding algorithms as possible (word2vec, fasttext, glove, SIF-word2vec etc.) that also has a REST API accepting requests and providing responses. Although at this point I'm not pursuing embeddings based on Tensorflow, depending on how the project proceeds, they may be implemented e.g. Universal Sentence Encoder.

Please download a detailed project specification from here (remove asterisks *): https://www.*mediafire*.com/file/l0y12pbge2oqndc/[login to view URL]

Please provide a list of all the embedding algorithms that you are able to implement in C/C++/Python. These could be already implemented in Gensim or you can get the code from Github from various papers presented.

You are free to propose any modifications that seem fit and increase efficiency based on your experience, including the price.

Requirements: I would like the developer to have a knowledge of the following: C/C++/Python, Docker, nginx, Gensim, Deep experience in NLP, Deep experience in semantic textual similarity, Elasticsearch, Ubuntu, GPU programming, MySQL.

If the project is developed smoothly and to a high standard, extension of the project will be offered.

If you have experienced in, suggest 5 unsupervised embedding algorithms for implemeting with proposal.


Taidot: Python, Deep Learning, Luonnollinen kieli

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Tietoa työnantajasta:
( 0 arvostelua ) Brighton, United States

Projektin tunnus: #24106069

15 freelanceria on tarjonnut keskimäärin 615$ tähän työhön


Hello, I can help you with your project - Document similarity retrieval engine based on unsupervised machine learning I have gone through your job posting and become very much interested to work with you. I am an ex Lisää

$500 USD 10 päivässä
(31 arvostelua)

Hi, How are you? Upon reading brief details I believe its a doable job I have great experience doing projects with Deep Learning, Natural Language, Python. I am confident about getting this done. While I believe we nee Lisää

$750 USD 22 päivässä
(3 arvostelua)

Hello, ‌Hope you doing well.I have checked all your requirements and we able to do this and deliver in time.I have 5 years of experience in these types of work. So, I believe we can do that work with your support. Loo Lisää

$444 USD 10 päivässä
(10 arvostelua)

I have been working on ML projects for last 7 years. I have been working with Fortune 500 clients in the domain of BFSI, Retail and Tech. I have recently developed a model in Google colab for image classification for t Lisää

$500 USD 7 päivässä
(7 arvostelua)

Hi i have experience in NLP and machine learning. As per your short description i feel like i can do your project because i have vast experience in sentence and word embeddings which are core to finding similarity. Alo Lisää

$444 USD 15 päivässä
(6 arvostelua)

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$500 USD 7 päivässä
(4 arvostelua)

Hi, I have understand your project and willing to do it with in specific time and budget. Here, My Name is [login to view URL] Subhani. My domain of specialization is Machine Learning, Deep Learning, NLP, and Big data Analytics. Lisää

$300 USD 7 päivässä
(4 arvostelua)

we will build Document similarity retrieval engine based on unsupervised machine learning I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional develope Lisää

$400 USD 7 päivässä
(5 arvostelua)

Hi I'm very interested in your post. As a senior Python developer, I can help you perfectly. I have rich experience with Python/Django/Flask/ML/AI/Scraping. Let's discuss more detail via private chat. Thanks.

$550 USD 6 päivässä
(2 arvostelua)

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning Programming. I'm really confident about your project, and very eager to join your project. If we have Lisää

$500 USD 7 päivässä
(1 arvostelu)

I am a senior AI project developer with 5 years of professional experience. Especially, I've rich experience on Machine Learning, Speech processing, Computer Vision, Natural Language Processing(NLP), Time Series Analy Lisää

$750 USD 7 päivässä
(1 arvostelu)

Hi, Thanks for posting !!! I have 6+ years of experience in Web and App development. I have checked The requirement and understand that as well. I have created SIMILAR in past. Do you want to see the DEMO ??? Tha Lisää

$666 USD 3 päivässä
(0 arvostelua)

I am an ML NLP research scientist. tf-idf, word2vec, glove, elmo, fasttext, bert, xl-net Have used most of the tech you mentioned. Discuss rest in a chat.

$750 USD 15 päivässä
(0 arvostelua)

I have been doing Deep Learning/Machine Learning for the past 4 years and have experience in delivering end 2 end NLP and CV projects. I am proficient in Pytorch, Tensorflow, Keras and use Python as my language of cho Lisää

$1500 USD 7 päivässä
(0 arvostelua)

I did many research task like cyberbullying in roman urdu and many more Relevant Skills and Experience Deep learning Data science Nlp

$666 USD 9 päivässä
(0 arvostelua)