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$
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I will build custom nlp models using bert, transformers and spacy
AI Engineer NLP Expert
I'm an AI/ML Engineer specializing in scalable Agentic Systems, RAG, and Physics-informed ML. With a strong math background (VPhO Silver Medalist) and production experience in AgTech & Web3, I don't j...
About this Gig
Do you need an NLP system that is accurate, scalable, and ready for production?
I am a AI Engineer specializing in Deep Learning and NLP. I build robust pipelines that transform unstructured text into structured, valuable data, ensuring high performance on complex business tasks.
Specialized Services:
- Custom NER (Named Entity Recognition): Extract specific entities where off-the-shelf models fail.
- Advanced Text Classification: Multi-label or hierarchical categorization for emails, support tickets, and legal documents.
- Semantic Segmentation: Intelligently split long documents based on meaning and context.
- Data Cleaning & Preprocessing: rigorous pipelines to prepare your data for training.
️ Tech Stack:
- Models: BERT, RoBERTa, DistilBERT, Spacy v3.
My Engineering Standard:
- Scientific Approach: I analyze data distribution and optimize for critical metrics relevant to your KPIs.
- Production Quality: I deliver modular, well-documented code that is easy to integrate and maintain, not just experimental scripts.
PLEASE MESSAGE ME BEFORE ORDERING Let's discuss your dataset and specific requirements to determine the best architectural approach.
Programming language:
Python
•
Colab
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
Tools:
Jupyter Notebook
•
TensorFlow
•
Colab
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What exactly is included in the Basic Package?
The Basic package is designed as a Feasibility Study & Prototype. I will audit your dataset, clean a sample portion, and build a baseline script/model to demonstrate potential results. You receive the Python script and a report on data quality.
How do you measure the model's performance?
I don't just guess. I use industry-standard metrics like F1-Score, Precision, and Recall. For every project, I provide a detailed evaluation report (including a Confusion Matrix) so you know exactly how the model performs on unseen data.
