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I will fine tune a huggingface transformer model for nlp and sentiment analysis

India

I speak English, Tamil

AIML Platform Engineering

I build at the intersection of ML and platform engineering, focusing on systems rather than just models. I am RHCSA certified and comfortable with Linux at a sysadmin level. Currently, I am working wi...
About this Gig

Are you looking to add sentiment analysis, text classification, or custom NLP to your product? I specialize in fine-tuning HuggingFace transformer models (BERT, DistilBERT, MuRIL, mBERT) on custom datasets.


My proof: I built TamilSense a fine-tuned MuRIL transformer for Tamil/Tanglish sentiment analysis. 94.7% accuracy. 65+ organic downloads on HuggingFace from developers worldwide. Live demo: huggingface.co/spaces/vishnuexe/TamilSense


What I deliver:

- Fine-tuned model on your dataset

- Accuracy and evaluation report (precision, recall, F1)

- Clean Python code with requirements.txt

- README with exact run instructions

- Optional: HuggingFace deployment with live demo link

- Optional: REST API endpoint via FastAPI


I work with any text classification task sentiment analysis, intent detection, topic classification, spam detection, multilingual NLP.


Before ordering, message me with your dataset size and task. I'll confirm feasibility within 2 hours.

Expertise:

Feature learning

Classification

Sentimental analysis

Programming language:

Python

Frameworks:

PyTorch

APIs:

Other

Tools:

Jupyter Notebook

TensorFlow

MLflow

Colab