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alinawazcode/README.md
Ali Nawaz — Python Developer, Applied NLP
LinkedIn Hugging Face PyPI — sindhi-nlp Zenodo DOI
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About Me

I'm a Python developer based in Sukkur, Sindh, focused on applied NLP and language technology for Sindhi — a low-resource language in the Perso-Arabic script. My work spans the full pipeline: building human-labeled datasets, training tokenizers, fine-tuning transformer models, and shipping the results as SDKs, APIs, and live demos.

I care about reproducibility and honest evaluation — my projects document their methodology, benchmark against baselines, and report negative results when the numbers demand it.

  • 🔬  Currently working on reproducible Sindhi NLP: sentiment analysis, tokenization, and evaluation benchmarks
  • 🤗  Publishing models and demos on Hugging Face, a package on PyPI, and a citable release on Zenodo
  • 🛠️  Also building security-focused web applications (zero-knowledge document sharing) and experimenting with compilers, RAG, and computer vision
  • 🎓  Comfortable taking projects from research notebook to production deployment

Tech Stack

Languages

Python JavaScript HTML5 CSS3

Machine Learning & NLP

PyTorch Hugging Face Transformers scikit-learn SentencePiece FAISS CLIP

Web, APIs & Apps

Django FastAPI Gradio React Vite Tkinter

Tools, DevOps & Platforms

Git GitHub Actions Docker Hugging Face Spaces PyPI PythonAnywhere Railway

Featured Projects

GitHub Statistics

Contribution Snake

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Recent Activity

  1. 🎉 Merged PR #15 in alinawazcode/sindhi-nlp
  2. 💪 Opened PR #15 in alinawazcode/sindhi-nlp
  3. 🎉 Merged PR #14 in alinawazcode/sindhi-nlp
  4. 💪 Opened PR #14 in alinawazcode/sindhi-nlp
  5. ❌ Closed PR #153 in abhiksark/pythonlings
  6. 🎉 Merged PR #24 in alinawazcode/passli
  7. 💪 Opened PR #24 in alinawazcode/passli
  8. 🎉 Merged PR #23 in alinawazcode/passli
  9. 💪 Opened PR #23 in alinawazcode/passli
  10. 🎉 Merged PR #13 in alinawazcode/sindhi-nlp

Updated automatically every 6 hours by GitHub Actions.

Connect With Me

GitHub LinkedIn Hugging Face PyPI

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  1. sindhi-nlp sindhi-nlp Public

    Reproducible Sindhi sentiment analysis with XLM-RoBERTa, a Python SDK, and a FastAPI service.

    Python 2

  2. Sindhi_Sentiment_dataset Sindhi_Sentiment_dataset Public

    Sentiment classifier for Sindhi text (dual TF-IDF + LinearSVC) — v2: 91.7% acc / 0.918 macro F1 on a fully human-labeled 4,420-sentence dataset. Includes a transparent writeup of why accuracy dropp…

    Python 5

  3. passli passli Public

    High-security zero-knowledge document sharing platform with AES-256-GCM encryption, single-use QR passes, rate-limiting defense, granular expiration controls, and zero server-side plaintext exposure.

    Python 2 1

  4. sindhi-tokenizer sindhi-tokenizer Public

    production-grade SentencePiece Unigram subword tokenizer for Sindhi (Perso-Arabic script) with 100% character coverage, byte-fallback, and 0.0000% character loss. Rigorously benchmarked across 17 m…

    Jupyter Notebook