I will build ai sentiment analysis model using nlp
Machine Learning Engineer
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
I will build a custom NLP-based sentiment analysis system using Python and machine learning that transforms text data into meaningful insights for academic, research, and business applications. This service analyzes patterns in text such as reviews, feedback, and social media content.
The system classifies text into positive, negative, or neutral sentiment using modern NLP techniques and machine learning models.
I deliver both basic and advanced implementations based on your dataset and requirements.
What I offer:
NLP sentiment analysis system
Text classification (positive, negative, neutral)
Machine learning model development
Data preprocessing and cleaning
Feature extraction and NLP pipeline
Model training and evaluation
Custom dataset solutions
Use cases:
Academic and research NLP projects
Data analysis and text mining
Customer review analysis
Social media sentiment tracking
Brand feedback analysis
Business intelligence from text
Technologies used:
Python, NLTK, Scikit-learn, TensorFlow, PyTorch, Pandas, NumPy, Hugging Face Transformers
What you will receive:
Fully working sentiment analysis model, source code, trained pipeline, evaluation results, documentation
Programming language:
Python
•
MATLAB
•
Colab
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Other
APIs:
Other
Tools:
Jupyter Notebook
•
TensorFlow
•
MLflow
•
Amazon SageMaker
•
Colab

