Aditya Agarwala Email & Phone Number

Gurugram, Hr, In

Gurugram, Haryana, India

Bengaluru, Karnataka, India

Working in the OnDevice AI Team of Samsung with prime focus on Samsung Neural Acceleration Platform.• Work with quantization of machine learning models to reduce their size by 80% with little to no loss in accuracy• Worked in implementing 4bit quantization in Google AI edge torch• Working with models of various frameworks like pytorch, onnx, tensorflow, tflite.• Working on GenAI models like Large Vision Models using Stable Diffusion and LoRA.• Published a research paper in IEEE ICIP on efficient quantization of Visual Question Answering Model.• Work with CPU, GPU, NPU acceleration of ML models for edge devices• Received Samsung Excellence Award for my contributions in S24, Samsung's latest Flagship.

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Contributed in the Backend Part of Voice Analytics and Applications team on the Utterance Management System portal.We had a distributed monolithic cloud architecture with Nodejs, Express, Angular, Solr Cloud, RDS, Redis.• A text search engine to display all the different analysis done on Bixby’s (Samsung’s voice assistant) Data.• Implemented a logger module which uses winston and daily-rotate-file npm packages to support file-based logging.• Worked on refactoring the old backend JS code following onion architecture.Node.js Express.js JavaScript

Bachelor Of Engineering - Be, Production Engineering

Activities and Societies: Ethical Hacking Club | Coding Club | Chess Club

Icse, 92%

Education record

Cbse, 78%