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Muhammad Hussain

@muhammadhussain1

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AI & Machine Learning Engineer building scalable, production-ready ML solutions.

Pakistan

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What I'm looking for

I seek roles where I can build and deploy production ML systems, collaborate cross-functionally, and advance model performance in a data-driven, growth-oriented team.

I am an AI and Machine Learning Engineer with 2+ years of hands-on experience designing, building, and deploying data-driven models using Python, TensorFlow, and PyTorch. I focus on improving model accuracy and optimizing pipelines for scalable, real-world impact.

My background includes prompt engineering, dataset annotation, model deployment with Flask, and conducting A/B tests to iterate on solutions—delivering measurable improvements such as a 10% accuracy gain in prompt-driven workflows and a 95% accurate spam classifier deployed with sub-500ms responses.

I hold multiple specialization certificates in AI, Generative AI, Machine Learning, and Data Science, and I bring strong data manipulation and visualization skills with Pandas, NumPy, Matplotlib, and Seaborn to translate insights into production-ready systems.

Experience

Work history, roles, and key accomplishments

Data Scientist

Remotasks

Aug 2023 - Jan 2024 (5 months)

Annotated and labeled datasets and performed data preprocessing and classification to improve machine learning model accuracy for AI applications. Ensured high-quality training data and supported pattern recognition tasks.

Data Annotation data preprocessing Classification Python Pandas Data Quality Data Pattern Recognition

Prompt Engineer

Scale.ai

Jan 2023 - Jul 2023 (6 months)

Developed and optimized AI prompts to improve model performance across multiple applications and conducted A/B tests that increased accuracy by 10%. Collaborated with cross-functional teams to refine prompts from real-world user feedback.

Prompt Engineering A B Testing Python NLP Model Evaluation Experimentation Collaboration

Education

Degrees, certifications, and relevant coursework

Sukkur IBA University

Bachelor of Science, Software Engineering

2020 -

Pursuing a Bachelor of Science in Software Engineering with coursework in AI, machine learning, and data science; expected completion in January 2025.