# Humza Imran

> Humza Imran is an Computer Scientist, Researcher & Educator. Computer Scientist, Researcher & Educator specializing in computing, technology, research, and education. Explore insights, projects, publications, and professional work.

Official site: https://humzaimran.com/
Contact: https://humzaimran.com/contact

## Docs

- [About](https://humzaimran.com/about): Who Humza Imran is, education, experience, research interests and skills.
- [Services](https://humzaimran.com/services): AI solutions, software development and AI training.
- [Projects](https://humzaimran.com/projects): Selected work and case studies.
- [Research](https://humzaimran.com/research): Publications and research areas.
- [Courses & Training](https://humzaimran.com/courses): Workshops, lectures, seminars and bootcamps.
- [Learning platform](https://humzaimran.com/lms): Self-paced courses, quizzes and certificates.
- [Blog](https://humzaimran.com/blog): Notes on applied AI, engineering and research practice.
- [Contact](https://humzaimran.com/contact): How to start a project or training engagement.
- [Verify a certificate](https://humzaimran.com/verify): Public check for issued certificates.

## Optional

- [Sitemap](https://humzaimran.com/sitemap.xml)
- [RSS](https://humzaimran.com/blog/feed.xml)
- [llms-full.txt](https://humzaimran.com/llms-full.txt): Longer page summaries for AI systems.

## Services

- [AI Training](https://humzaimran.com/services/ai-training)
- [Software Development](https://humzaimran.com/services/software-development)
- [AI Solutions](https://humzaimran.com/services/ai-solutions)

## Projects

- [AI Fundamentals Curriculum](https://humzaimran.com/projects/ai-fundamentals-curriculum)
- [Logistics Forecasting Dashboard](https://humzaimran.com/projects/logistics-forecasting-dashboard)
- [Research Collaboration Platform](https://humzaimran.com/projects/research-collaboration-platform)
- [Industrial Inspection Vision System](https://humzaimran.com/projects/industrial-inspection-vision-system)
- [Document Intelligence Pipeline](https://humzaimran.com/projects/document-intelligence-pipeline)
- [Clinical Triage Assistant](https://humzaimran.com/projects/clinical-triage-assistant)

## Courses

- [Applied AI Foundations](https://humzaimran.com/lms/applied-ai-foundations)

## Training

- [Research Methods Seminar for Postgraduates](https://humzaimran.com/courses/research-methods-seminar)
- [Guest Lecture: Responsible AI in Practice](https://humzaimran.com/courses/guest-lecture-responsible-ai)
- [Six-Week Machine Learning Cohort](https://humzaimran.com/courses/six-week-machine-learning-cohort)
- [Applied AI for Engineering Teams](https://humzaimran.com/courses/applied-ai-for-engineering-teams)

## Articles

- [Why evaluation is the hard part of applied AI](https://humzaimran.com/blog/why-evaluation-is-the-hard-part-of-applied-ai)
- [Your Model Is Not the Product](https://humzaimran.com/blog/your-model-is-not-the-product)
- [Evaluation Sets That Lie to You](https://humzaimran.com/blog/evaluation-sets-that-lie-to-you)
- [Retrieval Is Mostly Chunking](https://humzaimran.com/blog/retrieval-is-mostly-chunking)
- [Write the README First](https://humzaimran.com/blog/write-the-readme-first)
- [Teaching Senior Engineers Is a Different Job](https://humzaimran.com/blog/teaching-senior-engineers)

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