Reddy, who has been the working president of TPCC, replaced Ponnala Lakshmaiah in a reshuffle by the AICC.
"TRS abused us before elections and made populist promises like giving three acres of land to Dalits, 12 per cent reservation for Muslims, 12 per cent reservation for Dalits and two-bedroom houses for poor. We will fight for implementation of their promises," Reddy said here.
The TRS government has failed to fulfil the promises it made in the nine months since it assumed office, he said.
Thanking the party leadership for entrusting him with the responsibility, Reddy said his immediate priority is to strengthen the organisation as per the goals of Congress Vice President Rahul Gandhi.
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Promising to take senior leaders and workers along, he announced that new committees would be appointed at different levels.
Reddy, 53, a graduate from the National Defence Academy, Pune, had earlier served as an officer in the IAF.
He flew fighter aircraft like MIG-21 and MIG-23. He also served as ADC and Comptroller to the President of India.
The new Telangana PCC chief, who represents Huzurnagar in Nalgonda district in the Assembly, is a four-time MLA. His wife Padmavathi is also a legislator.
Meanwhile, MLA M Bhatti Vikramarka has been made the working president for Telangana in the reshuffle.