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I will build an nlp model for sentiment analysis and text classification
Transforming Data into Intelligent Solutions with ML and DL
AI/ML Engineer with 4+ years of hands-on experience building professional AI solutions for real-world applications. I specialize in Machine Learning, Deep Learning, Computer Vision, NLP, and custom AI...
Informazioni su questo servizio
Need an accurate NLP or Sentiment Analysis solution for your project?
I will build a custom Natural Language Processing (NLP) model using Python and Machine Learning, tailored to your dataset and goals.
My services include:
- Sentiment analysis: positive, negative, and neutral classification
- Text classification and emotion detection
- NLP preprocessing, cleaning, and tokenization
- TF-IDF, feature engineering, and machine learning models
- Deep learning and transformer-based NLP (BERT, when suitable)
- Model evaluation, performance metrics, and visualizations
- Clean Python code and Jupyter Notebook
What you will receive:
A customized solution, organized code, relevant evaluation results, and clear documentation according to your selected package.
I focus on understanding your data, choosing an appropriate approach, and evaluating the model honestly. Results depend on dataset quality, task complexity, and class balance; I do not promise unrealistic accuracy.
Have a specific NLP task or research project? Message me before ordering for a tailored solution.
Let's turn your text data into useful insights!
Linguaggio di programmazione:
Python
Framework:
Scikit-learn
•
keras
•
PyTorch
•
Panda
API:
Visione artificiale Microsoft AI
Strumenti:
Quaderno jupyter
•
opencv
•
OpenNN
•
tensorflow
•
SimpleCV
Il mio portfolio
Altri servizi della categoria Data science e ML offerti da me
FAQ
What is sentiment analysis?
Sentiment analysis identifies whether text expresses positive, negative, or neutral sentiment. The model and labels depend on your dataset and project requirements.
Can you work with my own dataset?
Yes. Please share your dataset format, sample rows, target labels, and objective. I will review the scope before starting.
Do you use BERT or other transformer models?
Yes, when suitable for the task and budget. Transformer-based models may require more data, computing resources, and development time.
Will you guarantee 95% or 99% accuracy?
No fixed accuracy can be guaranteed. Results depend on data quality, label consistency, class balance, and the evaluation method. I report measured results honestly.
Will I receive the source code?
Yes. Each package includes the code and notebook specified in its scope. Documentation and evaluation deliverables vary by package.
Can you build a custom NLP or research project?
Yes. Message me with the objective, dataset size, desired output, and deadline before ordering. Complex projects may require a custom offer.
Do you provide deployment or API integration?
Deployment and API integration are not included by default. Share your requirements so I can estimate the additional scope and cost.
