Tell a story
Give the talk a throughline: why you did it, what was hard, and the decisions you made along the way. That is what makes it stick.
The trap: a flat list of results with no story, correct, and forgotten by the next slide.
A technical talk works when the audience follows your reasoning and leaves holding the key technical points. These ten tips cover the whole arc: the story you tell, the slides you show, the language you use, and how you rehearse.
From the narrative and your slides to your technical language and delivery. Each tip has the trap to avoid.
Give the talk a throughline: why you did it, what was hard, and the decisions you made along the way. That is what makes it stick.
The trap: a flat list of results with no story, correct, and forgotten by the next slide.
Spend your explanation where two or more valid options existed. That is the part worth hearing.
The trap: burning time on “we used data because data is useful,” explaining why good beats obviously bad.
Rehearse out loud and record it. Some tics you will only catch on playback.
The trap: your first full run-through happening live, in front of the graders.
One idea per slide, minimal decoration. The slide should support you, not compete with you.
The trap: a wall of text and clip-art the audience reads instead of listening to you.
If you do not expect them to read and understand something, keep it off the slide.
The trap: a tiny code dump or dense table you wave away with “you can’t really see this, but…”
This is a technical talk. Use the right terms and concepts, not vague paraphrase.
The trap: “we did some stuff to the data and it kind of worked” instead of naming the method.
Know how the key models, methods, and concepts are said in English.
The trap: mispronouncing the core term all talk, quietly signalling you read it but never used it.
The talk is technical, so actually deliver the technical points. Do not talk around them.
The trap: ten minutes of motivation and screenshots, and no explanation of how the thing works.
Give the rich, informative parts more time and the routine parts less. Not every point deserves an equal slice.
The trap: five minutes on setup and background, thirty seconds on the results that matter.
Use figures, graphs, and diagrams wherever they fit. A good figure carries a point better than a paragraph.
The trap: describing an architecture or a pipeline in words when one diagram would land it instantly.