Ansari, who arrived in Uganda on February 21, planted a sapling after offering flowers at the bust of the Mahatma in Jinja, which is a hub of the Indian community in Uganda.
The bust was installed by the Indian government and inaugurated by then Prime Minister I K Gujral in 1997. It sits amid cool climes and verdant surrounding, and postured in a pensive mood. The plaque below reads: "Universal apostle of peace and non-violence whose ashes were immersed in the River Nile in 1948."
Asked by reporters if this place could be turned into a tourism spot, Ansari said, "This is already a world tourism spot and both the countries will continue to engage to promote this site."
After paying his tribute to the Mahatma, Ansari also interacted with representatives of the Jinja local government, during which they appeared inclined to increase investment in the region - home to nearly 1,200 people of Indian origin.
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Ansari, who is accompanied by wife Salma, Union Minister of State for Social Justice and Empowerment Vijay Sampla, four MPs - Kanimozhi, Ranvijay Singh Judev, Ranee Narah and P K Biju, later also visited the source of the Nile river.
This is India's first bilateral visit to Uganda since 1997 and seeks to further engage India with Africa.
Gandhi's thoughts remained one of the dominating elements in Ansari's several addresses, including the one at the University of Rwanda, where he emphasized the shared link of anti-colonialism struggle and fight against discrimination.
"India owes an unforgettable debt of gratitude to Africa's role in inspiring our struggle for national liberation. It was on this continent that Mahatma Gandhi developed and first practiced the concepts of non-violence and peaceful resistance that won India its freedom," he had said.
President Yoweri Museveni yesterday at a joint press conference also hailed the role of Gandhi in South Africa and the spirit of non-violence and peace that continues to inspire people in India and Africa.
Incidentally, a life-size statue of Gandhi, unveiled by President Pranab Mukherjee last year in Ghana had kicked up a row, with a few students demanding its removal. Ansari had said the demand was "very local and very sporadic" and one need to reiterate his role.