* Tullow reports profit after 3 years in the red
* Releases study on Kenyan oil resource size
* Seeks first oil by as early as 2021 (Recasts, adds quotes, details, shares)
Feb 7 (Reuters) - Africa-focused oil and gas producer Tullow Oil swung back into profit in 2017 after three years in the red, and outlined plans to begin production in Kenya by as early as 2021.
The London-listed company is targeting East Africa - Uganda but particularly Kenya - as its next major frontier after developing two large fields in Ghana earlier this decade.
The recovery in oil prices to over $60 a barrel by the end of 2017, as well as higher production from its flagship West African fields, allowed Tullow to boost revenue and sharply reduce debt. That, in turn, helped it to turn its focus to new projects and exploration for new fields around the world.
Tullow shares were up 2 percent by 0820 GMT on Wednesday, compared with a 1.1 percent gain in the sector index.
Tullow, which entered Kenya in 2010 and has more than 48,000 square kilometres of acreage in the country, said after appraisal drilling and well tests that it estimated the land-locked South Lokichar basin contained 560 million barrels in so-called 2C proven and probable oil reserves, compared with an earlier estimate of 750 million barrels.
Tullow said it had proposed to the Kenyan government to start developing the basin's Amosing and Ngamia fields and construct a processing facility with a capacity of 60,000 to 80,000 barrels per day, which would be exported via pipeline to the coastal town of Lamu.
The company expects to reach a final investment decision (FID) on the project by 2019 and first oil production by 2021-22.
Discussions with the Kenyan government on the pipeline construction are under way, Chief Executive Paul McDade said.
"We are pretty much ready to go on two fields and ramp up production," McDade told Reuters in an interview.
Tullow, which holds 50 percent of the Kenyan development, will seek to reduce its stake once a FID decision is reached, he said. Toronto-listed Africa Oil has a 25 percent stake in the Lokichar development.
The Kenyan project is expected to cost $1.8 billion, while the pipeline construction would require $1.1 billion, Tullow said.
"Tullow is in a much better position now than a year ago. We also think that the return of the growth function in the group is sensible and controlled," Davy Research analysts said in a note.
Tullow's net debt fell 27 percent to $3.5 billion as higher revenue allowed the company to end 2017 with $543 million of free cash flow.
The company forecast 2018 capital expenditure of $460 million, more than double its 2017 spending of $225 million.
It reported an operating profit of $22 million for the year ended Dec. 31 versus a loss of $755 million in 2016, helped by higher production and cost cuts. Analysts were expecting a loss of $103.6 million, according to a company-compiled consensus.
Working interest production was 32 percent higher at an average of 94,700 barrels of oil equivalent per day (boepd) in 2017. It forecast 2018 production of 86,000 to 95,000 boepd. (Additional reporting by Shadia Nasralla; Editing by Louise Heavens and Mark Potter)