Hello, I’m Sayan. 👋
My interests span across a myriad range of topics — reinforcement learning, robotics, multi-agent systems, machine learning in general, distributed systems, theoretical CS — to name a few.
I work as an SDE-II at Amazon Ads, where I build production-ready machine learning systems and related solutions.
I graduated from the masters program in Intelligent Interactive Systems at the Department of Information and Communication Technologies in UPF, Barcelona.
I love to learn, build solutions to tackle challenging problems.
updates
Aug 2024
Amazon Ads: building better ads creatives, improving experiences for our customers.
Jul 2022
Amazon Ads: online reporting services, internal machine learning platforms and data pipelines.
Apr 2022
Worked as a Site Reliability Engineer at the SAIL. Responsibilities included administration of in-house GPU cluster, improving job scheduling, maintenance of infrastructure and various other MLOps/DevOps tasks.
Sep 2021
I worked on the options framework, a hierarchical decision making framework in reinforcement learning. The defense committee comprised of Prof. Anders Jonsson, Prof. Marti Sanchez Fibla, Prof. M. Sadegh Talebi and was presided by Prof. Gergely Neu.
Sep 2021
Worked on continuos variable Quantum Computing as a senior research support technician with Dr. Matteo Rosati at the Department of Physics in Universitat Autònoma de Barcelona.
Completed work on the JAE Intro ICU 2020 fellowship
Aug 2021
Worked on applied reinforcement learning at the Artificial Intelligence Research Centre (IIIA-CSIC) with Prof. Josep Lluís Arcos and Prof. Jordi Sabater-Mir in a project to help train Catalan firefighters virtually.
Nov 2020
Received the JAE Intro ICU fellowship to pursue research on the use of reinforcement learning to automate the behaviour of NPCs in simulation environments at the Artificial Intelligence Research Institute.