Tapas Rout AI Hardware Researcher at IIT Bhubaneswar

Tapas Rout

PhD Researcher, IIT Bhubaneswar

AI Hardware High-Performance Computing HW/SW Co-Design VLSI Design
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About Me

Hi, I’m Tapas Rout, a Ph.D. researcher at IIT Bhubaneswar specializing in AI hardware acceleration, VLSI design, and HW-SW co-design. My current research focuses on designing compute architectures that are both energy-efficient and scalable for deep learning workloads, targeting deployment across resource-constrained edge devices and high-performance computing (HPC) systems. A key part of my work involves making balanced trade-offs between power, performance, and area (PPA) based on the specific constraints of each platform.

Prior to my Ph.D., I’ve held engineering and management roles in the private sector, where I led and delivered projects of varying complexity. I also contributed to national R&D efforts at CSIR-CEERI, working on secure processor design, neural accelerators, and real-time AR/VR systems as part of the Integrated Circuits and Systems Group (ICSG) and the Intelligent Systems Group (ISG).

I was involved in multiple ASIC tapeouts at 28nm and 65nm process nodes (TSMC and UMC), gaining hands-on experience across the full RTL-to-GDSII flow—including RTL design, verification, synthesis, place-and-route, and physical sign-off—over different projects. That experience continues to influence how I approach hardware architecture and implementation challenges today. I primarily work with Verilog, SystemVerilog, UVM, and Python, and have experience with industry-standard EDA toolchains.

Open to collaboration and discussions around AI hardware design and ASIC implementation.
Programming Verilog, SystemVerilog, UVM, SystemC, Python, TCL, C++
Embedded Boards STM32 (M0/M4/M7/H7), ESP32, TI MSP430, Raspberry Pi 4, NVIDIA Jetson, Xilinx Virtex-7
EDA Tools Virtuoso, Calibre, Sentaurus TCAD, Design Compiler, Genus, Innovus, VCS, NCSIM, Vivado, MATLAB, Keil uVision
Technology Nodes 28 nm (TSMC), 65 nm (TSMC, UMC), 90 nm (UMC), 180 nm (TSMC, SMIC, SCL)

Education

  • IIT Bhubaneswar Logo
    Doctor of Philosophy 2025 – 2029
    IIT Bhubaneswar | Electronics & Communication Engineering
    GPA: 8.2/10
  • VSSUT Logo
    Bachelor of Technology 2012 – 2016
    VSSUT Burla | Electronics & Communication Engineering
    GPA: 7.6/10 Young Scientist Research Program
    Thesis: Simulation-Based Analysis of Tunneling Field-Effect Transistors for Low-Power Logic Applications
    Key Projects
    • Fabrication and Characterization of Si–Ge Infrared Detectors via DC Magnetron Sputtering (Class 1K cleanroom)
    • High-Throughput FPGA-Based Adaptive Filter Design Using LMS Algorithm for Noise Cancellation
    • FPGA Implementation of a Spiking Neural Network for Real-Time Pattern Recognition

Experience

  • IIT Bhubaneswar Logo
    Research Fellow 2024 – 2029
    IIT Bhubaneswar Research and Entrepreneurship Park
  • Central Electronics Engineering Research Institute Logo
    Project Associate 2022 – 2024
    Central Electronics Engineering Research Institute
    See Projects
    • Hardware-Accelerated Encryption and Key Management for Trusted Execution Environments on RISC-V in Secure IoT Applications.
    • Developed a pipeline for capturing acoustic signatures of real-world spaces and reproducing spatial audio for immersive AR/VR experiences.
    • Designed an image processing pipeline for automated segmentation and restoration of damaged Rajasthani murals for AR/VR-based digital heritage projects.
  • Pasupati Group
    Manager 2021 – 2022
    Pasupati Group
  • Pragati Milk Products Private Limited
    Instrumentation Engineer 2017 – 2018
    Pragati Milk Products Private Limited