Ahmed Lone

Software Engineer at John Snow Labs

Sialkot, Punjab, Pakistan
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Summary

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Ahmed Lone is a software engineer with six years of hands-on experience in Python-focused machine learning and NLP, currently contributing to John Snow Labs' NLU project where he integrates and documents healthcare-specific models. Self-taught since childhood under mentorship, he has built large-scale data pipelines and scraped and cleaned millions of tweets and a multilingual corpus spanning 25+ languages for model training. His work includes training high-performing text classifiers (90%+ F1) and fine-tuning Wav2Vec2 ASR models on medical data (≈0.3 WER), plus productionization using Docker and CI/CD automation for reproducible ML workflows. Comfortable across tooling from TensorFlow/PyTorch and Hugging Face to Spark NLP and Selenium, he’s now exploring Rust, Go, and Solidity to expand into blockchain and systems-level development.
code5 years of coding experience
job2 years of employment as a software developer
bookHigh School Diploma, Computer Science, High School Diploma, Computer Science at Classic school system
languagesEnglish, Urdu
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Github Skills (10)

transformers10
nlu10
machine-learning10
nlp10
text-classification10
health9
python9
ehealth9
medical9
named-entity-recognition9

Programming languages (5)

C#C++ScalaJupyter NotebookPython

Github contributions (5)

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JohnSnowLabs/nlu

Apr 2022 - Dec 2022

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
Role in this project:
userML Engineer
Contributions:37 commits, 13 PRs, 22 pushes in 7 months
Contributions summary:Ahmed contributed to the repository by implementing and improving machine learning models. This is evidenced by the addition of new classifier example notebooks. The commits also suggest work on documentation fixes and new model integration. The user is integrating, testing, and documenting healthcare-specific models and functionality within the NLU framework.
sentiment-classifiernatural-language-understandingnlupythonbert
ahmedlone127/nlu_test_runs

Nov 2020 - Apr 2022

Contributions:424 pushes in 1 year 4 months
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Ahmed Lone - Software Engineer at John Snow Labs