I will perform text analysis and natural language processing nlp

I am a Python developer. Over the past few years, I've worked on numerous projects using Python in the NLP domain that involve named entity recognition, text classification, sentiment analysis, regression analysis, language modeling, text generation, text summarization, question answering, OCR(invoice recognition, handwritten, documents classification) and multilabel classification of language.NLP and Computer vision is my major area of study and development.

NLP Services:

• Text classification
• Language modeling
• Text Generations
• NER Name Entity Recognition
• Text Summarization
• Language Translation
• Mask Filling
• Question Answering
• Chat-based models

Text Preprocessing:

• Lowercasing
• Sentence/Word Tokenization
• Spelling Correction
• Remove (urls, tags, stopwords, numbers)
• Stemming
• Lemmatizaion

Vectorization:

• TFIDF
• Word Embeddings
• Glove
• Word2Vec
• Sentence Embeddings

Machine Learning Algorithms:

• SVM
• KNN
• Naive Bayes
• Decision Trees
• Random Forest etc

Deep Learning Algorithms (Keras and Pytorch):

• RNNs
• LSTMs
• Bi-LSTMs
• CNNc
• MLPs

Transformers:

• BERT
• DISTILBERT
• ROBERTA
• XLNET
• XLM
• T5
• GPT/GPT-2 etc
• LLAMA
• OPENAI

Bittensor

• Finetune different CLM models
• GPT-NEO-2.7B
• GPT-J-6B
• GPT-NEO-1.3B
• etc