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My guess here is that the first time a file is uploaded the Lambda function is being initialised and that leads to a longer start time - what is called a "cold start". Subsequent invocations are "warm starts" and are therefore faster.
There are ways to minimise cold start times so it's worthwhile starting your reading at this blog post.