Arup Chakraborty
Arup Chakraborty founded Mirrorsize in December 2018 after personal frustration with ill-fitting clothing from online purchases.
Profile
AI-powered body measurement software that helps clothing brands reduce returns by ensuring better fit.
Arup Chakraborty founded Mirrorsize in December 2018 after personal frustration with ill-fitting clothing from online purchases. The US-based startup, with a research center in Delhi, develops AI-driven 3D body measurement technology using smartphone cameras to reduce apparel return rates that can reach 55% in e-commerce. Chakraborty, a CPA with 27 years of finance experience including CFO roles at US startups, partnered with IIT Delhi professors Subhasis Banerjee and Sudipto Mukherjee as technical advisors.
Mirrorsize's patented computer vision and mesh processing technology creates 3D body models from 2D images, targeting the $2M annual loss a typical $10M apparel brand faces from returns. The company has expanded from fashion into healthcare monitoring applications, presenting at India's 2023 AI Summit alongside Oracle and Mahindra Group. While specific revenue figures aren't disclosed, the technology addresses a clear pain point in global e-commerce where sizing inaccuracies cost retailers billions annually. Recent focus includes shoe measurement solutions and uniform sizing systems, suggesting enterprise adoption beyond direct-to-consumer applications.
Products by Arup Chakraborty
Who buys this
- E-commerce apparel brands struggling with high return rates
- Uniform manufacturers for schools, healthcare, and corporate sectors
- Bespoke tailors and custom clothing businesses
- Footwear companies implementing digital sizing
- Healthcare providers monitoring body measurements
Strengths and what to watch
Strengths
- Patented monocular camera technology requiring no specialized hardware
- Academic partnerships with IIT Delhi for algorithm development
- Multi-industry applicability from fashion to healthcare monitoring
Watch for
- Unproven at scale - most case studies show prototype-stage implementations
- Heavy reliance on two IIT Delhi professors as technical advisors
- No disclosed enterprise clients despite operating since 2018
Key Information
- Founded
- 2018
Frequently Asked Questions
Who is Arup Chakraborty?
Arup Chakraborty is the founder of Mirrorsize, an AI-powered body measurement software company. A CPA with 27 years of finance experience, he launched the startup in 2018 to address ill-fitting clothing issues in e-commerce, leveraging his expertise and partnerships with IIT Delhi professors.
What is Mirrorsize?
Mirrorsize is an AI-driven 3D body measurement technology developed by Arup Chakraborty. It uses smartphone cameras to create accurate body models, helping clothing brands reduce return rates. The patented technology addresses sizing inaccuracies in e-commerce, saving retailers billions annually.
How does Mirrorsize reduce clothing returns?
Mirrorsize reduces clothing returns by using AI to create precise 3D body models from 2D smartphone images. This ensures better fit accuracy for online shoppers, addressing the high return rates caused by sizing issues in e-commerce, which can reach up to 55%.
What industries use Mirrorsize's technology?
Mirrorsize's technology is used in e-commerce apparel, uniform manufacturing, bespoke tailoring, footwear, and healthcare. It helps brands reduce returns, ensures accurate sizing for uniforms, and supports healthcare providers in monitoring body measurements, showcasing its multi-industry applicability.
What are the challenges facing Mirrorsize?
Mirrorsize faces challenges such as unproven scalability, reliance on two IIT Delhi professors as technical advisors, and a lack of disclosed enterprise clients. Despite operating since 2018, most implementations remain at the prototype stage, limiting broader adoption.
What recent developments has Mirrorsize made?
Recent developments at Mirrorsize include expanding into shoe measurement solutions and uniform sizing systems. The company also presented its technology at India's 2023 AI Summit alongside Oracle and Mahindra Group, indicating growing enterprise adoption beyond direct-to-consumer applications.
Sources
- yourstory.com — Founding story and return rate statistics
- www.linkedin.com — E-commerce return cost calculations
- events.livemint.com — 2023 industry conference participation
- www.mirrorsize.com — Technical advisor relationships and product listings