Aditya Ray Mishra

2+ years of work experience

Feb 20267 mosPresent

Bengaluru, Karnataka, India

Aug 20257 mosFeb 2026

Developed the foundational machine learning workflows from the ground up across cloud and bare-metal environments. I initially structured the core AI-driven clinical intelligence pipelines for early-stage lesion detection and supplementary modules. As the platform's capabilities expanded, I built and led a technical team of 6 to scale deployment and refine real-time performance in clinical settings. Together, we engineered techniques to drastically reduce numerous problems associated with medical imaging without compromising high detection rates. I also directed the broader technical implementation of automated workflow features.

Nov 202410 mosAug 2025

Worked on Machine Learning models for the detection and classification of early-stage cancers in the upper GI tract during endoscopy. Additionally, worked on peripheral software components.

May 20243 mosJul 2024

Tokyo, Japan

Built multi-linguistic agentic bots for enterprise applications with memory and KB, developed RAG wrappers while improving context retrieval incorporating techniques to efficiently parse images, tables, hand written texts and more complex docs.

TUM School of Engineering and Design (ED)

Jan 20244 mosApr 2024

Munich, Bavaria, Germany

Project and Backend Management to fund my Euro Trips

Aug 20233 mosOct 2023

Remote

Built a SOTA hair shape prior-detection model using ASPP and MobileNetV2, with a custom Unet for border refinement, achieving 96% pixel accuracy and a 25% faster inference.