I will build natural language processing nlp model and text analysis

Alayna S

United States

I speak English
I am an AI specialist with over 5 years of experience in Natural Language Processing, Large Language Models, and Generative AI. I develop advanced solutions for tasks such as sentiment analysis, named...
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About this Gig

I build the entire NLP Project Pipeline!


Services:

  • NLP Software & Model Development
  • Deployment as APIs on AWS, GCP, Android, iOS, Raspberry Pi, Edge Devices


NLP - Algorithms & Modules We Build:

  • Text Pre-Processing
  • Text Cleaning
  • Tokenization
  • Stemming
  • Lemmatization
  • Vectorization
  • Text Embeddings
  • Word2Vec
  • GloVe
  • Named Entity Recognition (NER)
  • Bag of Words/N-grams
  • Transformers - BERT, GPT
  • Spam Detection - Text Classification
  • Syntax Parsing
  • CountVectorizer
  • Sentence Matching
  • Text Ranking Algorithms
  • Recommendation Engine & Systems


Libraries & Tools i Use:

  • NLTK
  • SpaCy
  • Pandas
  • BERT (& variations)
  • Hugging Face
  • Regular Expressions
  • Jina.ai


Projects i Have Built:

  • Question & Answer Systems
  • Sentiment Analysis using transcriptions
  • Sentence Similarity
  • Topic Modeling
  • Text Summarization
  • Machine Translation
  • Text Classification
  • Keywords Extraction
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build natural language processing nlp model and text analysis
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build natural language processing nlp model and text analysis

Expertise:

Image processing

•

Classification

•

Clustering

+4 more

Programming language:

Python

•

R

•

MATLAB

•

SQL

•

Colab

Frameworks:

Google ML Kit

•

SimpleCV

•

Keras

•

PyTorch

•

Panda

APIs:

Microsoft Computer Vision AI

•

Amazon Rekognition

+3 more

Tools:

Jupyter Notebook

•

OpenCV

•

OpenNN

•

TensorFlow

•

Excel

+2 more

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