Maulindu Sarkar
@maulindu
I build production computer vision and NLP systems at global scale.
IndiaWhat I'm looking for
At Earth’s topmost e-commerce company, I build computer vision and ML systems behind cashierless stores. I’ve delivered a vision-based health-monitoring system that reduced operational issues by 95.4% and automated remote store bring-up by improving diagnostic accuracy from 0.69 to 0.90 mAP.
I also build the data and reliability systems that keep models running across millions of device-level records, including an AWS metrics lake that raised sensor success rates above 90%. My M.Tech research at IIT Kharagpur on influence functions for subjective NLP was published at LREC-COLING 2024.
Experience
Work history, roles, and key accomplishments
Worked as Software Development Engineer 2 at Amazon.
Engineered an automated health system for Just Walk Out technology, utilizing SQS-based retry mechanisms and computer vision based algorithms to achieve a 95.4% reduction in operational issues. Architected a centralized multi-stack CDK data lake and metrics platform (S3, Glue, Athena, QuickSight) to automate the collection and analysis of millions of device-level records, improving sensor-level su
Worked as Student at Indian Institute of Technology, Kharagpur.
Camera planning tech team, JWO Tech
Education
Degrees, certifications, and relevant coursework
Ramakrishna Mission Vidyalaya
High School Diploma
Indian Institute of Technology, Kharagpur
B.Tech + M.Tech, Electrical Engineering and Artificial Intelligence
2018 - 2023
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Social media
Skills
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