I will build natural language processing nlp models and text analysis

M
mianowais
M
mianowais
Owais Idrees
build natural language processing nlp models and text analysis
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build natural language processing nlp models and text analysis

About this gig

I will build a practical Natural Language Processing solution for your data, product, or research workflow. Services can include text classification, sentiment analysis, named entity recognition, keyword extraction, semantic similarity, embeddings, clustering, summarization, topic analysis, and multilingual processing.


I work with Python, pandas, scikit-learn, spaCy, NLTK, Hugging Face Transformers, BERT-family models, vector search, FastAPI, and clear evaluation methods. I can clean and label text, develop the model pipeline, compare baselines, report precision recall and F1, and package the result as reusable code or an API.


Deliverables can include source code, processed datasets, evaluation reports, model artifacts, API documentation, tests, and setup instructions.


Please message me before ordering so I can review the language, dataset size, target labels, expected output, privacy needs, and deployment environment.

  • AI engine

    • GPT
    • Bert
    • RoBERTa

  • Programming language

    • Python
    • R
    • SQL

Get to know Owais Idrees

Owais Idrees

Agentic AI and NLP Engineer

5.0(2)
  • FromPakistan
  • Member sinceDec 2017
  • Avg. response time1 hour
  • Last delivery3 years

  • Languages

    Urdu, English, French, Italian
I build practical AI systems for real business problems. My work covers agentic AI, RAG, NLP, LLM applications, Python automation, machine learning, and reliable data extraction. I develop multi-agent workflows, retrieval systems with citations, text classification solutions, and clean pipelines for CSV, Excel, JSON, and APIs. With 5+ years of university teaching and research experience, I communicate requirements clearly and deliver well-documented work. Whether you need an AI prototype, NLP workflow, intelligent automation, or structured dataset, I can turn your idea into a usable solution.

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