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

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

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.

hello bhai ki hal a kya ho raha hai..............................................................................................

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

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