Sayan Dey

AI Researcher

India2 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Senior AI Compiler Engineer with extensive experience in AI and HPC.
  • Proven track record in optimizing AI models for edge devices.
  • Strong academic background with MTech from IIT Hyderabad.
Stackforce AI infers this person is a specialist in AI and Compiler Engineering with a focus on Healthcare applications.

Contact

Skills

Core Skills

C++PytorchAi For Healthcare

Other Skills

Multimodal LLMsPython (Programming Language)LLM FinetuningHigh Performance Computing (HPC)Deep LearningKernel ProgrammingLLVMINDUCTORGitLarge Language Models (LLM)GNU/LinuxDockerClangGenerative AICompiler Optimization

Experience

2 yrs 10 mos
Total Experience
10 mos
Average Tenure
2 mos
Current Experience

Amd

Senior SDE

Apr 2026Present · 2 mos · Hyderabad, Telangana, India · Hybrid

Qualcomm

Engineer

Feb 2025Apr 2026 · 1 yr 2 mos · Bengaluru, Karnataka, India · Hybrid

  • Enabled Pytorch operators on Qualcomm’s AI 100 accelerator to support open-sourced LLMs.
  • Developed vectorized kernels using Qualcomm Hexagon Vector eXtensions (HVX) intrinsics.
  • Optimized scalar kernels with Multi NSP support using custom tiling algorithms
C++PyTorch

Global innovation hub (gih)

Gen AI Research Intern

Jul 2024Sep 2024 · 2 mos · Hyderabad, Telangana, India · Remote

  • Implemented a Knowledge Distillation framework to support model deployment in edge devices. Used MedMCQA dataset with qwen2-1.5B as teacher model and qwen2-0.5B as student model.
  • Worked on Model Explainability and interpreted the output of Google’s gemma2 model by visualizing the activation features of input tokens at each layer.
  • Performed Benchmarking on text and video datasets using different LLMs from OpenAI and Google GenAI.
  • Extracted Time-Series data from ECG images and processed it to get model prediction about the patient.
AI for HealthcareMultimodal LLMs

National informatics centre, meity

Scientific/Technical Assistant- A

Jul 2021Dec 2021 · 5 mos · New Delhi, Delhi, India

  • Worked in core Vahan team of eTransport MMP project of Govt of India.

Tata consultancy services

Assistant System Engineer

Jul 2019Aug 2020 · 1 yr 1 mo · Kolkata, West Bengal, India

Education

Indian Institute of Technology Hyderabad

Master of Technology - MTech (Research) — Computer Science and Engineering

Jan 2022Dec 2024

International Institute of Information Technology Hyderabad (IIIT Hyderabad)

M.Tech — Computer Science and Engineering

Aug 2020Jul 2021

Government College Of Engineering and Ceramic Technology

B.Tech — Computer Science and Engineering

Jan 2015Jan 2019

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