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February 27, 2026

Jal Shakti Ministry Uses AI Technology to Clean Floating Waste in Yamuna River

The CSR Journal Magazine

New Delhi: The initiative to clean the Yamuna River has gained significant traction through the deployment of AI-enabled machines aimed at removing floating debris over a distance of 42 kilometers. This effort is part of broader programs initiated by the Jal Shakti Ministry focused on river restoration.

Deepam Sheth, the Chief Executive Officer of Potential Engineering, emphasized that this marks the inaugural use of AI technologies in the cleaning process, specifically targeting solid waste, plastic particles, and organic matter through Mechanised Weed Harvesters. The outcomes of these efforts have been noted as highly effective.

The Yamuna River has long struggled with the accumulation of waste and invasive water plants. Sheth articulated that their company’s involvement in this venture is aimed at enhancing both the surface quality and aesthetic appeal of the river’s flow. He stated, “AI is being utilized to streamline and enhance the efficiency of this important work.” The project utilized unmanned systems powered by AI to facilitate the cleanup.

According to Sheth, the entire river surface cleaning operation has been successfully completed within a period of just 45 days. This rapid completion underscores the potential of technology in expediting the process of environmental rejuvenation. However, he noted challenges presented by the presence of floating waste and invasive vegetation during the cleaning campaign.

The technological arsenal employed included an indigenous ‘Unmanned Robotic Trash Skimmer,’ designed to eliminate floating waste and organic debris. Mechanised Weed Harvesters were used in conjunction with the robotic skimmers to effectively address large volumes of water plants. Furthermore, drone technology and AI-based pollution mapping were employed to identify pollution hotspots, categorize waste types, and evaluate waste quantities, supported by specialized software.

Sheth highlighted that this endeavor contributed to improved river surface conditions, mitigated ecological pressure, and presented a viable model scalable for similar environmental projects across the nation. He stressed that data-driven environmental management has fostered greater transparency and accountability in the cleanup efforts.

Sheth credited Jal Shakti Minister C.R. Patil’s vision for river cleaning as a vital factor in propelling the project forward, showcasing the usability of innovation, robotics, and artificial intelligence in combating substantial environmental issues on a national scale.

Minister Patil noted that the ministry is actively engaged in the initiative to clean the Yamuna under the guidance of Prime Minister Narendra Modi and Union Home Minister Amit Shah. He mentioned that 150 retired personnel have been appointed to monitor and deter illegal garbage disposal in the river. Collaborative efforts are also underway between the governments of Delhi and Haryana to enhance the drainage systems in the region.

Patil affirmed the ongoing commitment to cleaning the Yamuna, stating, “Our work is in progress, and we’re dedicated to maintaining the cleanliness of the river.” The Modi administration has prioritized river clean-up initiatives and aims to develop a riverfront along the Yamuna, drawing inspiration from the Sabarmati Riverfront project in Gujarat. Delhi Chief Minister Rekha Gupta has underscored cleaning the Yamuna as a critical goal of her government as well.

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