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VEGROW - Machine Learning Engineer - Artificial Intelligence
3 months ago
Want to revolutionize fruit trade in the world?
Vegrow - India's largest B2B fruit marketplace - has established a strong presence in the fruits segment in India, which is a large, unorganised market that is poised for tech-led disruption due to its fragmented and localised operational structure and is characterised by the involvement of multiple intermediaries facilitating transactions. Vegrow's competitive advantage is the depth of its multi-channel demand stack and its use of technology for demand-supply matchmaking.
The Company maximises farmers' income, by accurately grading produce and efficiently matching it with the most suitable demand channel. This creates a virtuous cycle, attracting more farmers through competitive pricing as well as more buyers, who seek consistency in both price and quality.
Who are we looking for?
We are looking for AI/ML engineers who are passionate about solving real challenges at the grass root level using deep-learning and computer-vision algorithms.
You must be willing to hit the ground to understand key challenges in the fruit trade industry and develop solutions using state-of-the-art techniques.
What are your work deliverables?
- Connect with various stakeholders to understand key business challenges.
- Travel to various locations around the fruit industry in the country to understand and hypothesize solutions.
- Develop machine learning and computer vision algorithms to solve the identified challenges.
- Participate in piloting the developed algorithms by hitting the ground.
- Reiterate with an agile mindset.
What skills are we looking for?
- 3-5 years of experience in developing computer vision and deep learning algorithms.
- Ability to read and implement related academic literature and experience in applying state-of-the-art deep learning models to computer vision (e.g. Multiple Object Tracking, Re-Identification, etc)
- 2d/3d image processing algorithms, 2d image stitching, 3d point cloud merging and processing
- Ability to work with Stereo camera, depth map, disparity map, etc.
- Experience in performing Camera calibration, intrinsic and extrinsic parameters extraction, etc.
- Good understanding of camera coordinate systems and world coordinate systems and translating data between them seamlessly.
- Expertise in integrating deep neural networks and the associated pre-processing and post-processing code to run efficiently on embedded platforms, including different GPU architectures
- Good team player with willingness to understand business nuances
More about Vegrow :
Established in 2020 by IIT alumni Praneeth Kumar, Mrudhukar Batchu, Kiran Naik and Shobhit Jain, Vegrow boasts a founding team with extensive agricultural expertise and significant exposure to hyper-growth marketplaces gained from their previous roles at ITC, Urban Company & Chronus.
This blend of deep knowledge in the agricultural value chain, strategic product and tech thinking, and a shared passion for achieving a substantial impact on a large scale forms a formidable driving force within the sector. Vegrow is a fast-growing company and has scaled to over 600+-member young and passionate team with a very strong leadership who are ex entrepreneurs with a blend of Agri & non-Agri expertise coming from successful organizations like Godrej, Reliance, ITC, Microsoft, Zomato, Flipkart, Urban Company, Adani, Udaan etc.
The Company has raised US$46M in its Series C primary and secondary funding in January 2024. This new funding round has been led by GIC, Singapore's sovereign wealth fund, with significant participation from existing investor Prosus Ventures and continued support from Matrix Partners India, Elevation Capital, and Lightspeed
