German conglomerate Siemens is looking to build infrastructure in three months that could generate enough electricity for 300,000 people in Iraq as part of a larger proposal, company President and CEO Joe Kaeser told CNBC on Monday.

The company said Kaeser met over the weekend with Iraqi Prime Minister Haider al-Abadi in Baghdad to discuss a proposal to help re-power Iraq and support its economic development.

Such plans include improving Iraq's power production — Siemens said it was ready to add 11 gigawatts (GW) of power generation capacity over four years that could provide about 23 million Iraqis around the country with constant electricity. That would boost the country's current generation capacity by almost 50 percent, the company claimed in a news release.

"When I went there yesterday to see the prime minister, and his team of ministers and advisors, I said, 'Look, we're going to help you build electricity,'" Kaeser told CNBC's "Capital Connection" on Monday. "They need about 11,000 megawatts in the next three to five years, to have a stable, reliable and affordable energy provided to their people."

Experts suggest that Iraq has a wide gap between electricity consumption and supply, especially during the summer when demand is at its peak due to people using more air conditioners, according to Reuters.

Kaeser said that in order to show progress to the Iraqi people, the company would undertake short-term actions that would add to the country's power generation capacity. "I said, we're going to build in three months—we're going to build capacity to help 300,000 people have electricity."

He explained that Siemens was proposing plans that would convert flare gas into fuel power, and turn it into electricity, per the company's expertise. Kaeser also added that Iraq's efficiency rate in burning crude oil to generate electricity was lower than what the modern world is used to — that's where Siemens could boost efficiency, he added.