Applied AI for Engineering Teams

A single intensive day, built for engineers who already write good software and now need to reason about models.

Morning

Framing a problem as a learning task, and the failure modes that live upstream of any model: label definition, leakage, and evaluation sets that quietly lie to you.

Afternoon

Building a baseline, then improving it, using a dataset from your own organisation. Finishing on deployment and what has to be monitored afterwards.

Sixteen seats, because beyond that nobody gets help when they are stuck.

Common questions

What is the difference between Courses & Training and the LMS?

Courses & Training are scheduled workshops, lectures, seminars and bootcamps. The LMS at https://humzaimran.com/lms is self-paced: lessons, quizzes and certificates you can take on your own time.

Are sessions in person or online?

Both. Each session lists its mode (online or in person), dates, venue and price on its own page.

How can I work with Humza Imran?

Use the contact form at https://humzaimran.com/contact or email humzaimran505@gmail.com. Describe the problem, the timeline, and whether you need a system built, a team trained, or both.