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To create NPL and enhance the MVP model with a focus on violence.

₹1500-12500 INR

Closed
Posted over 1 year ago

₹1500-12500 INR

Paid on delivery
At Pinwheel, we want to build natural language processing (NLP) models that can detect potentially concerning situations or encounters (such as violence, bullying, and suicidal ideation) from a large corpus of text messages. The goal is to proactively notify parents of these incidents and allow them to take remedial action in a timely manner. We are currently building an MVP model focusing on violence, but we want to improve the performance of this model and extend it to other situations (such as bullying and suicidal ideation). There are several challenges involved in this project, including the variability of language, the multi- author nature of the text message data, and the need to deal with class imbalance in the data. The practicum students will work on addressing these challenges and developing effective NLP models for detecting potentially concerning situations in text messages.
Project ID: 35915360

About the project

5 proposals
Remote project
Active 1 yr ago

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5 freelancers are bidding on average ₹7,000 INR for this job
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Hello, I have 4 year experience in machine learning, NLP and implemented basic to advanced level ML DL model like LR, SVM, K-NN, K-mean, DBSCAN, XGBoost, Randamforest, CNN, RNN, LSTM, Bi-LSTM etc. I have experience of implementation of textx classification model like sentiment analysis, news classification,hate speech detection etc. Also, i have research publications hate speech detection. I understand your requirement. I will do your work very quickly and efficiently. Happy to discuss more in chat. Thanks and Regards Bhargav Dave
₹6,000 INR in 7 days
4.9 (24 reviews)
3.9
3.9
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I am an experienced Machine Learning Engineer with expertise in Natural Language Processing (NLP). I am confident that I can help Pinwheel build effective NLP models for detecting potentially concerning situations in text messages. I am well aware of the challenges you may face, such as the variability of language, the multi-author nature of the text message data, and the need to deal with class imbalance in the data. I have successfully addressed these challenges in the past on a number of projects. I am passionate about using cutting-edge techniques to solve difficult problems, and I am confident that I can make a significant contribution to this project. I am excited to work with Pinwheel to make the MVP model of violence detection more effective and extend it to other situations. I understand that this is an important project and I am committed to delivering high quality results. I am confident that my skills and experience can help Pinwheel achieve its goals. I look forward to hearing from you and discussing your project in more detail.
₹10,000 INR in 7 days
0.0 (0 reviews)
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hello bhai ki hal a kya ho raha hai..............................................................................................
₹7,000 INR in 7 days
0.0 (0 reviews)
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I have two year experience in this field and i am eager to leverage machine learning and data analytics to extract meaningful insights, make informed decisions and solve challenging business problems. I ensure to contribute with my knowledge, logical thinking and analytical skills towards the consistent growth and development of the organization
₹7,000 INR in 7 days
0.0 (0 reviews)
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I'm sure I can do this job, I'm a programmer specialized in Python and Machine Learning, with a good expertise in AI mostly NLP, also I would be glad to participate in this project as I lived this situation, greetings and I hope you contact me for this project
₹5,000 INR in 7 days
0.0 (0 reviews)
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About the client

Flag of PAKISTAN
kasur, Pakistan
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