Sat. Nov 7th, 2026

Technology

ML.ai Hosts INFRASHIFT, an AI hackathon for Students and Engineers with Rs 1 lakh prize pool
ML.ai Hosts INFRASHIFT, an AI hackathon for Students and Engineers with Rs 1 lakh prize pool

ML.ai, an AI coding agent, hosts the first edition of INFRA SHIFT, a one-day AI hackathon, on 14 November 2026

New Delhi [India], November 7: ML.ai, an AI coding agent, is hosting the first edition of INFRA SHIFT, a one-day AI hackathon, on 14 November 2026, challenging students and engineers to build a running prototype in a single day. The event will be held at Infrasity Office, Janakpuri West, New Delhi, India. In partnership with Infrasity and Geek Room, the hackathon will ask teams to pick one of four tracks, with entries judged on whether they actually work. ML.ai is positioning the hackathon around a clear conviction that building something that runs in a day teaches more than reading about it for a month.

Those four tracks begin with the AI-Powered Data Intelligence Platform, which asks teams to turn a plain English or Hindi request into a clean, deduplicated, source-backed dataset, shown on a dashboard with CSV export. VyaparAI calls for an operations copilot that turns a small business’s sales, stock or expense records into answers and actions, such as restock alerts. Circular Samjho asks for a simple web tool that turns a pasted public notice into a short summary in plain Hindi or English, shown beside the original text. The fourth, Open Innovation, is open to any AI agent that solves a defined problem for people in India, and it must work end to end on a basic phone browser in Hindi or English.

“Progress in software comes from experimenting, and most developers and students are held back less by ideas than by the cost and friction of trying them. At ML.ai, we are hosting INFRA SHIFT, as we address this and with this hackathon, we aim to let budding engineers or professional teams to test an idea in a single day and learn from what runs. We are keen to see what teams ship, especially those solving for how people in India actually work, said Taran Srivastava, Co-Founder of ML.ai.

“Most hackathons reward a good pitch. We wanted one that rewards a working build,” said Shan, Founder and CEO of Infrasity, which is organising the event. “Four hours is not much time, so teams have to decide quickly what the smallest useful version of their idea looks like and then go build it. That is the same constraint engineers work under in a real product team.”

More than 200 students & developers are participating in the INFRA SHIFT, which carries a ₹1 lakh prize pool and is ranked third in its category on Unstop. Teams will get a 4- to 5-hour build window and must close their demo with a business case that names the Indian buyer and a rupee price. The hackathon is open to students and working professionals.

To register, please visit: Unstop Infrashift Hackathon.

About ML.ai

ML.ai, AI Coding agents works wherever developers do; inside VS Code and Cursor, as a standalone desktop app, from the terminal, or as a PR Reviewer on GitHub. Every surface runs on the same engine, with the same settings and the same memory of their repo. ML.ai is built to help developers and software engineering teams accelerate software development. It enables developers to delegate complex coding tasks, automate workflows, debug applications, write and test code, and manage software development processes through AI agents.

For more information, please visit: ML.ai.
For media enquiries, please contact One2en Communications at: [email protected]

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National

MECHANIZED SUGARCANE HARVESTING: Indian Potash Limited’s Vision for Farmer Prosperity and Sustainable Agriculture
MECHANIZED SUGARCANE HARVESTING: Indian Potash Limited’s Vision for Farmer Prosperity and Sustainable Agriculture

Mr. S. V. Varma, Managing Director, Indian Potash Limited (IPL)

New Delhi [India], October 31: Under the leadership of Mr. S. V. Varma, Managing Director, Indian Potash Limited (IPL) is promoting mechanized sugarcane harvesting as an important initiative towards agricultural modernization, farmer welfare and sustainable cultivation. The initiative seeks to address labour shortages, rising harvesting costs and the need to complete harvesting within a limited seasonal window.

IPL is promoting an integrated approach across its sugar mills in Uttar Pradesh, Gujarat, Bihar and Odisha, combining appropriate machinery, trained operators, scientific crop management, efficient transportation and coordinated mill operations.

1. Need for Mechanized Harvesting

Traditional manual harvesting involves cutting, cleaning, stripping, arranging and loading cane, requiring considerable manpower and physical effort. Labour migration, competing employment opportunities and rising wages have made timely labour availability increasingly uncertain. Delayed harvesting can increase costs, disrupt farm planning and affect the regular supply of cane to sugar mills.

Mechanical harvesters can cut standing cane, separate leaves, chop stalks into billets and discharge the harvested material into trailers. The appropriate system—fully mechanized, semi-mechanized or manual—depends on field size, row spacing, soil conditions, crop characteristics, accessibility and mill requirements. Manual harvesting may remain suitable for small, irregular or inaccessible plots; therefore, a region-specific approach is essential.

2. Operational Efficiency and Productivity

A self-propelled automatic sugarcane harvester has an indicative capacity of approximately 10–12 metric tonnes per hour, potentially translating into 80–100 tonnes during an eight-hour working day under favourable conditions. Actual output depends on crop yield, field size and layout, operator efficiency, machine condition, trailer availability, soil conditions and movement between fields.

Mechanization can improve cutting consistency and integrate cutting, leaf separation, chopping and loading, reducing the need for certain separate handling activities. An indicative improvement of approximately 4–5% in cane weight may be achievable through closer ground-level cutting and better recovery, subject to machine calibration, field levelling and crop conditions. Trained operators, fuel, trailers, spare parts, maintenance facilities and timely transportation are essential to avoid downtime. Harvesting must be coordinated with mill cane-reception capacity.

3. Potential Economic Benefits

The economic viability of mechanization should be assessed from the farmer’s perspective. A comparison should include manual harvesting and loading charges, mechanized service fees, transportation, machine mobilization, additional handling and the value of cane recovered or lost.

Indicative benefits associated with the proposed system include:

  • Stubble-management operations: potential savings of approximately ₹3,000–₹4,000 per hectare.
  • Fungicide-related expenditure: potential savings of around ₹2,000 per hectare, subject to local agronomic practices and disease-management requirements.
  • Weed management: potential savings of approximately ₹6,000–₹8,000 per hectare through residue mulching and reduced weed emergence.

Improved stubble management, residue retention and moisture conservation may also contribute to a 10–15% improvement in ratoon yield under favourable conditions. These are potential outcomes, not guaranteed results. Actual benefits depend on local input costs, crop conditions, harvesting practices and post-harvest management. Comparative field demonstrations should record harvesting costs, machine productivity, cane recovery, transportation expenses, residue management and subsequent ratoon performance.

4. Crop Residue Management and Soil Health

Sugarcane harvesting may generate approximately 10–15 tonnes of green tops, dry leaves and other biomass per hectare, depending on yield and field conditions. Rather than burning residues, farmers can use suitable practices such as mulching, composting and residue retention. Burning releases particulate matter and greenhouse gases, can harm beneficial soil organisms and removes organic material from fields.

Residue mulching can reduce evaporation, conserve soil moisture, moderate soil temperature, suppress weeds and add organic matter as residues decompose. It may also support soil structure, nutrient cycling and biological activity. Benefits depend on soil type, rainfall, irrigation, residue quantity and management. Appropriate cutting height, minimum stool damage, balanced nutrient application and careful machinery movement should form part of a scientific residue-management system.

5. Protection of Ratoon Crops

Ratoon cultivation is important to sugarcane farm economics because it enables subsequent harvests without complete replanting. Ratoon productivity depends on the condition of remaining stools and buds, cutting height, variety, soil moisture, nutrient availability and timely post-harvest operations. Harvesters should be adjusted to maintain suitable cutting heights and minimize stool damage. Machine traffic, particularly on wet soil, should be managed to limit compaction. Mechanization must complement balanced fertilization, irrigation, weed control and timely pest and disease monitoring.

6. IPL’s Initiative and Strategic Vision

IPL operates 13 sugar mills: six in Uttar Pradesh, three in Gujarat, two in Bihar and two in Odisha. Under the leadership of Mr. S. V. Varma, Managing Director, the company is promoting mechanized harvesting as part of its commitment to farmer welfare, agricultural modernization and sustainable cultivation. IPL has initiated efforts to deploy self-propelled automatic harvesters through its mills, helping farmers access modern harvesting technology.

Mr. Varma’s vision is to bring approximately 50% of the sugarcane area under mechanical harvesting over the next five years. Achieving this objective will require suitable machinery, trained manpower, farmer awareness, technical guidance and coordination among farmers, harvesting operations, transporters and mills. Dr. U. S. Teotia, Chief Agricultural Scientist, IPL, has been entrusted with providing technical guidance and knowledge support through field demonstrations, technical interactions and agricultural extension activities.

7. Making Mechanization Accessible

Individual ownership of sophisticated harvesters may not be financially feasible for small and marginal farmers. Custom-hiring services can provide access at an agreed service charge without requiring farmers to make the full capital investment. Farmer groups, cooperatives and Farmer Producer Organizations (FPOs) can aggregate demand and coordinate schedules, improving machine utilization and reducing unnecessary movement between fields.

A dependable service ecosystem should include trained operators and technical personnel, accessible maintenance and spare parts, reliable fuel and transport, transparent service charges and agreements, coordinated mill schedules and suitable residue-management arrangements.

8. Implementation Roadmap

  1. Identify suitable fields by assessing land size, row spacing, soil and drainage conditions, crop yield, access and transport infrastructure; select the appropriate harvesting system accordingly.
  2. Conduct comparative demonstrations of manual, semi-mechanized and fully mechanized harvesting, assessing costs, machine output, cane losses, transport delays, residue management and ratoon performance.
  3. Strengthen custom-hiring and shared-machinery arrangements, with clear agreements on service charges, schedules, transport responsibilities, residue handling and maintenance.
  4. Train operators in machine operation, cutting-height adjustment, routine maintenance, safety procedures and identification of unsuitable field conditions.
  5. Coordinate machine deployment with trailers, fuel, transport schedules and mill reception capacity to minimize downtime.
  6. Promote residue retention, mulching and scientific ratoon management while protecting stools and soil health.
  7. Monitor harvesting cost per tonne and hectare, machine productivity, operating hours, fuel use, breakdowns, cane losses, residue utilization, stool damage, ratoon establishment, final yield and farmer satisfaction.

Conclusion

Mechanized sugarcane harvesting offers an opportunity to address labour constraints, improve harvesting timeliness and strengthen coordination between farmers and sugar mills. Its success, however, depends on more than machinery deployment: appropriate equipment, trained operators, reliable maintenance, efficient transportation, suitable field conditions and sound agronomic practices must work together.

Under Mr. S. V. Varma’s leadership, IPL is pursuing a farmer-centric and regionally appropriate approach, with the vision of bringing approximately 50% of the sugarcane area under mechanical harvesting within five years. Through phased implementation, field-level evidence, technical support, and institutional cooperation, mechanization can improve farm economics, protect soil productivity, and contribute to a more efficient and sustainable Indian sugarcane sector.

If you object to the content of this press release, please notify us at [email protected]. We will respond and rectify the situation within 24 hours.

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