products trend with time series

i’m here for asking some question, is possible that i want to build time series with this data and want a goals like as below.

my data ::

buyer Product date

MR.a product A 12-01-2019

MR.a product B 20-02-2019

mr.B product C 18-02-2019

etc…

my goals --> every buyer with their transaction date history ( periodicly ) lead for the reccomendation for new product they’re will buy.

MR.a ----> Recommendation product for next is product B.

Thank you.