1st Runners-Up | DVCon India 2025 – International Design Contest

Awarded by

DVCon India 2025

Achievement Details

Category

FPGA/Design

Date Awarded

September 2025

Organization

DVCon India 2025

Achievement Level

Runners-Up

About This Achievement

SLMs on Edge – A lightweight FPGA-based systolic array accelerator and bare-metal inference engine designed to run the full Qwen3 pipeline on the VEGA AT1051 RISC-V SoC.

Key Highlights

  • Awarded 1st Runners-up at the DVCon India 2025 Design Contest organized by CDAC Trivandrum
  • Designed a custom accelerator for the VEGA AT1051 SoC
  • Built a framework capable of running the full Qwen3 inference pipeline on bare metal
  • Demonstrated strong hardware–software co-design skills while competing against top university and industry teams

Impact & Recognition

This achievement demonstrates excellence in fpga/design and represents significant contribution to the field. It showcases innovation, dedication, and the ability to deliver impactful solutions.

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