Text Classification ModelsIzhar Ali
I offer custom-built text classification models using advanced NLP techniques to help you automatically categorize content—whether it's detecting spam, analyzing sentiment, or flagging fake news. What sets me apart is my end-to-end approach: from data cleaning and model training to evaluation and optional deployment, all tailored to your specific use case.
What's included
Data Preprocessing Script
Cleaned and tokenized dataset ready for model training.
Custom Classification Model
A trained machine learning or deep learning model tailored to your task (e.g., spam detection, sentiment analysis).
Evaluation Report
Performance metrics including accuracy, F1-score, and a confusion matrix.
Source Code / Notebook
Well-documented Python code or Jupyter Notebook for full transparency and reuse.
Deployment Support
API or integration support to deploy your model in a real-world environment.
Starting at$200
Duration1 week
Tags
Hugging Face
NLTK
OpenCV
TensorFlow
Backend Engineer
Data Scientist
ML Engineer
Service provided by
Izhar Ali Hyderabad, Pakistan
Text Classification ModelsIzhar Ali
Starting at$200
Duration1 week
Tags
Hugging Face
NLTK
OpenCV
TensorFlow
Backend Engineer
Data Scientist
ML Engineer
I offer custom-built text classification models using advanced NLP techniques to help you automatically categorize content—whether it's detecting spam, analyzing sentiment, or flagging fake news. What sets me apart is my end-to-end approach: from data cleaning and model training to evaluation and optional deployment, all tailored to your specific use case.
What's included
Data Preprocessing Script
Cleaned and tokenized dataset ready for model training.
Custom Classification Model
A trained machine learning or deep learning model tailored to your task (e.g., spam detection, sentiment analysis).
Evaluation Report
Performance metrics including accuracy, F1-score, and a confusion matrix.
Source Code / Notebook
Well-documented Python code or Jupyter Notebook for full transparency and reuse.
Deployment Support
API or integration support to deploy your model in a real-world environment.
$200