Gomes, who appeared before the anti-graft agency in connection with the case, has refuted the allegations against him, saying the timing of summoning him for the probe is "suspicious."
A former IG (Prisons), 53-year-old Gomes had taken voluntary retirement from police service some time back and joined AAP, which is making a serious bid in the assembly polls in the coastal state due in early 2017.
The board had acquired the land for building residential units and allegedly got its zoning changed from 'orchard' to 'settlement'.
Reacting to the development,AAP national convener and Delhi Chief Minister Arvind Kejriwal alleged that Gomes was being victimised by Goa's BJP-led government.
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"Elvis Gomes is known all over Goa for his honesty. Being victimised by BJP government," Kejriwal tweeted, minutes after Gomes appeared before the ACB at its office in Altinho locality of Panaji.
"Watch this. BJP's dirty tactics. Elvis was an honest/efficient officer till he intended to join AAP. Goa CM/DyCM used to praise him," AAP leader Ashutosh alleged in a tweet.
AAP Goa leader Dr Oscar Rebello, addressing party volunteers outside the ACB office, alleged, "They have been asking him to join BJP. They sent him a strong message that if you want your cases to be withdrawn then join us."
BJP rubbished the charge of victimising Gomes.
He said the case was filed against Gomes when he was in the government service.
"How can AAP relate the case to elections and politics?" he questioned.
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Addressing a press conference, AAP leader Ashutosh accused BJP of victimizing his party workers and leaders the way it did in Delhi.
The AAP leader said it was a five years old case but the ACB has suddenly sprung into action.
"Within one week of Gomes being declared as the CM candidate, Goa's Anti-Corruption Branch summoned him for questioning on December 26.