It wouldn't be fair to today's defendants to do this, just as some sort of "justice" for those of yesterday.
I guess you could increase the chance of being called only for those who haven't been called yet.
https://www.nolo.com/legal-encyclopedia/how-criminal-cases-a...
Being called for jury duty is a mild inconvenience. Serving on a jury for more than a few days can be a significant inconvenience, but most people should be glad to serve if they like having a right to trail by jury.
Some counties in California like to call a lot of people often for jury duty, and send most of them home without serving. Many judges will consider "but I already served as a juror for X days this/last year" when deciding whether to have a prospective juror to serve or not.
California uses both DMV driver's license and county voter databases to generate jury pool lists. The merge algorithm is, well, simple. If you have a DL as J. Random Hacker and vote as John R. Hacker, you are very likely to get called for jury duty twice as often.