Meesho open-sources BharatMLStack to boost AI innovation in startups
Developed over the past two years, BharatMLStack, Meesho's Machine Learning Platform, processes large volumes of data every day. In the financial year 2024- 2025, our machine learning systems processed ~1.91 PB data daily on average in Fiscal 2025, resulting in 66.90 trillion features retrievals (data signals fetched to make real time predictions) and 3.12 trillion inferences (
real-time predictions
made by ML models) at peak.
'We believe great technology should scale impact, not just infrastructure. We put BharatMLStack to the test during high-traffic events like our Mega Blockbuster Sale in March 2025, where it delivered at scale—demonstrating its ability to perform under peak load conditions. This helped Meesho drive higher user engagement, better conversions, an
d increased order volumes during the sale.
By open-sourcing it, we're sharing a high-scale, AI stack with the broader tech community—purpose-built for real-time use cases and tailored for Indian businesses.'
, said Sanjeev Kumar, Founder & CTO, Meesho.
An Online Feature Store helps AI systems by serving precomputed, up-to-date features instantly for real-time model predictions, enabling use cases like fraud detection and personalized recommendations to run faster and more accurately. By sharing this with the broader tech ecosystem, Meesho aims to empower startups, ML engineers, and data scientists across India with access to production-ready, cost-efficient AI tooling tailored for India's fast-evolving digital economy. Teams can collaborate more effectively, avoid data silos, and quickly build or enhance AI models with consistent, high-quality features, all while accelerating deployment and driving innovation. While it doesn't replace model development, it significantly simplifies training, deployment and infrastructure management, allowing data scientists and engineers to focus on what matters most: building better models and accelerating innovation.
Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
India Gazette
17 minutes ago
- India Gazette
153 countries importing toys from India: Piyush Goyal
New Delhi [India], July 4 (ANI): India's toy industry, once heavily dependent on imports, is now manufacturing domestically and exporting to 153 countries, Union Minister of Commerce and Industry, Piyush Goyal addressing the 16th Toy Biz International B2B Expo 2025 on Friday said as he highlighted this remarkable transformation. He said that this shift has been made possible through consistent policy support, the enforcement of quality standards, and the strengthening of local manufacturing clusters. The implementation of the Quality Control Order (QCO), he added, has helped make India a quality-conscious country and enabled domestic toy manufacturers to meet global benchmarks. The Minister stated that India's population of 1.4 billion offers a vast captive market, which creates a natural advantage for scaling up manufacturing. With this scale, the industry can achieve cost efficiency and become globally competitive. The large domestic market, he said, not only supports expansion but also acts as a foundation for international growth. To capture the global market, Goyal stressed the need for the industry to focus on good branding, attractive packaging, and strong product design. He said that if these three aspects are prioritised, Indian toys can gain stronger appeal across international markets. The growth of the toy industry, Goyal noted, reflects the broader journey of development in the country. He recalled that when Prime Minister Narendra Modi launched the Vocal for Local initiative, it was met with skepticism by many, as foreign products dominated consumer preference. However, under the vision of Atmanirbhar Bharat and the belief that Local can go Global, awareness and support for home-grown industries have steadily increased. Goyal stated that startups developing innovative toy concepts have received significant support through the Pradhan Mantri Mudra Yojana, which has now been extended to 20 years. This, he said, has provided access to collateral-free loans for small businesses. He further informed that to promote domestic production, 18 toy clusters across the country have been supported by the Ministry of MSME. To build on this progress, the Minister said that the government is planning to introduce a new promotional scheme for the toy sector. The scheme, he explained, will aim to help Indian toy manufacturers become world-class by enhancing design capabilities, ensuring quality manufacturing, strengthening packaging, and supporting brand building. With sustained focus on innovation, quality, and market development, Goyal expressed confidence that India's toy industry is poised to become a key player in the global market. (ANI)
India.com
20 minutes ago
- India.com
Days after getting married to Lauren Sanchez, Jeff Bezos gets richer by Rs 63000000000 due to…
Jeff Bezos, the founder of Amazon, has sold a major chunk of his Amazon shares within days after his wedding to Lauren Sanchez. According to a regulatory filing in the US and a report by Bloomberg, Bezos sold more than 3.3 million Amazon shares and earned around $736.7 million from the deal. This will value around Rs 6,300 crore in Indian currency. Why Jeff Bezos Sold Amazon Shares? This stock sale was actually a pre-planned agreement known as a 10b5-1 trading plan. It was already adopted by Bezos in March 2025. These trading plans allow top executives and insiders to sell company shares at scheduled times to avoid any concerns related to the insider trading. As per this plan, Bezos wants to sell up to 25 million Amazon shares by the end of May 2026. What Is Jeff Bezos's Net Worth Bezos, who is now the third-richest person in the world. According to Bloomberg Billionaires Index, he has sold share sales in the past. In 2023 also he sold around 75 million shares of $13.6 billion as per the same method. He had used this method to support other ventures like space exploration company, Blue Origin. His current net worth is around $241 billion. The timing of this latest stock sale was discussed more in the news because it happened after Bezos' wedding to Sanchez in Venice, Italy. The wedding ceremony, held for three days. Many celebrities from the world were invited for the same. According to media reports, the overall cost of the wedding events was around $50 million. Although the share sale happened after the wedding, it has no connection with it and was executed as part of his scheduled trading plan.
Time of India
23 minutes ago
- Time of India
Bike makers may appeal to govt to defer rule mandating anti-lock braking systems
Mumbai | New Delhi: Two-wheeler manufacturers are likely to approach the government to seek a deferral of the proposed safety regulation mandating anti-lock braking systems (ABS) across all two-wheeler models from January 1, 2026, citing implementation challenges and capacity constraints. On June 27, the Ministry of Road Transport and Highways ( MoRTH ) had issued draft amendments to the Central Motor Vehicle Rules, 1989, proposing mandatory fitment of ABS in all two-wheelers manufactured on or after the specified date. To meet this mandate, the Industry will need to scale up ABS production by over six times from the current levels within a short time frame, which is not feasible, stakeholders said. None of the manufacturers currently have the installed capacity to meet this level of demand, a senior executive at a leading multinational component supplier told ET on the condition of anonymity. The regulation would also require homologation of models, which certifying agencies like Automotive Research Association of India (ARAI) may not be equipped to handle at such scale within six months, the executive said. Live Events According to a recent ICRA report, only 23% of over 12.25 million motorcycles sold in the country in FY25-primarily premium bikes-were equipped with ABS. The remaining 77% under-125cc motorcycles, numbering about 9.43 million, were fitted with combi-brake systems (CBS), it said. Rakesh Sharma, executive director at Bajaj Auto , said Indian two-wheelers already offer safety technologies comparable to advanced markets and include features designed for local usage. "Once outcome standards are mandated, the choice of technologies to meet them should be left to OEMs and customers," he said. Another senior industry executive argued that for the entry-level segment, CBS may be more effective than ABS, as most riders tend to use the rear brake. "We will need to meet and present all viewpoints to the government, including effectiveness and accident data," the person said. A senior government official, however, told ET that the MoRTH believes a six-month lead time from final notification is sufficient. However, the actual window may extend to eight to ten months, given the time needed to finalise the notification, the person noted. The ministry maintains that 80% of two-wheeler accidents involve vehicles under 125cc, underlining the need for ABS in this segment. The official confirmed that the ministry has held consultations with industry stakeholders. The proposed amendments to motor vehicle rules also mandate that two protective headgears be supplied with the sale of every two-wheeler, effective three months from the date of final notification. Industry players have also questioned the cost-benefit of ABS in low-powered motorcycles. According to ICRA, implementing ABS is likely to increase vehicle prices by '4,500-5,000, translating to about 4-10% price hike for entry-level motorcycles. OEMs are expected to pass on the additional cost to consumers. This could further delay recovery in the price-sensitive entry-level segment, which is still below its FY19 peak due to successive regulatory cost increases over the past few years-including BS-VI norms, insurance changes, and fuel price hikes.
