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mwitiderrick/README.md

Hi, I'm Derrick Mwiti

ML Developer Advocate | AI Engineer | Google Developer Expert

Over 7 years of experience in Machine Learning (CV + NLP) and AI Engineering. I specialize in bridging the gap between complex AI products and developer communities through high-impact technical content, documentation, and open-source integrations.

Quick Bio

  • Currently: Working as an ML Media Copywriter & Developer Advocate for brands like Exponent, DataCamp, and Layer.

  • Expertise: LLMs, MLOps/LLMOps, Technical Writing, and Community Growth.

  • Education: BSc. Mathematics and Computer Science; Software Engineering Diploma from MEST.

  • Community: Google Developer Expert (GDE) for Machine Learning since 2021.

  • Writing: 16K+ followers across platforms; authored content viewed by millions.

Tech Stack & Skills

AI/ML Frameworks: PyTorch, TensorFlow, Scikit-Learn.

Generative AI: LlamaIndex, LangChain, DSPy.

MLOps & Deployment: DeepSparse, SparseML, SAHI, AWS, GCP.

Web & Demos: Streamlit, Gradio, Chainlit, Plotly Dash.

Languages: Python, SQL.

Professional Highlights

Neural Magic: Led documentation and demos for DeepSparse, resulting in a 30% decrease in user onboarding time and a 40% reduction in support queries.

Layer: Managed community engagement and product launches, achieving "3rd Product of the Day" on Product Hunt.

Technical Writing: Authored high-performing guides for Intel (Deci), Neptune.ai, Saturn Cloud, and DataCamp.

Mentorship: Trained over 200 learners in Data Science with a 90% completion rate.

Selected Writing & Tutorials

Contact & Profiles

Writing Samples

Social Media & Community

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