The first idea was to use MAX1719 display driver. But due to late delivery of my parts order, I have tested with inhand TM1637 4 Digits 7 segment display driver module. Quick google search and after test, temperature is shown successfully in Deg C. 

Lib use: https://github.com/avishorp/TM1637

Connection:

Vcc - 3.3V

GND - GNE

CLK - ESP32 18

DATA - ESP32 19

# Note : Need to find out a way to enable single dot for decimal point. (or) MAX1719 with 8x8 dot matrix display?