Prakarsh Pathak
Associate Software Engineer @ E2Open
Bengaluru
2+ years of work experience
Sep 20241 yr 9 mosPresent
Bengaluru
Feb 20242 mosMar 2024
Chennai
– Implemented zero-shot and one-shot learning for object detection in a smart retail cart using YOLOv8 — achieved >92% detection accuracy in real-world retail conditions.
– Deployed an end-to-end object detection pipeline that reduced manual checkout effort by ∼70% in pilot store tests, cutting average checkout time from 4 min to <90 sec.
Aug 20233 mosOct 2023
– Implemented Federated Learning pipelines from scratch using the Flower framework across 5+ ML algorithms on a healthcare dataset — contributed to a team paper on privacy-preserving ML in healthcare, achieving ∼94% model accuracy while keeping data decentralized.
Prakarsh’s AI Stack
Education
Bachelor of Technology, Computer Engineering
Alliance University
20204 yrs2024
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