Radhakrishnan Natarajan

Software Engineer

United Kingdom17 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 15+ years of experience in digital design engineering.
  • Expertise in AI/ML computing solutions.
  • Strong academic background in electrical engineering.
Stackforce AI infers this person is a highly skilled digital design engineer specializing in VLSI and FPGA technologies for AI and telecommunications.

Contact

Skills

Core Skills

FpgaAsicVlsi

Other Skills

Digital Signal ProcessorsHardware ArchitectureSimulationVerilogVHDLEmbedded SystemsMicroarchitectureDesignVerificationValidationMATLABSmart GridPower SystemsDocumentationCharacterization

About

Digital design engineer passionate about researching and developing next-gen computing solutions for Artificial Intelligence/Machine Learning applications. Strong academic background in electrical engineering with specialisations in electronics and communications. 15+ years industry experience in designing digital IP for communication systems and AI/ML compute. Enthusiastic individual contributor/team player with strong analytical, problem-solving and communication skills.

Experience

Arm

2 roles

Staff Design Engineer

Promoted

Apr 2021Present · 4 yrs 11 mos · Cambridge, England, United Kingdom

  • Unit lead of Arm's Compute Matrix Engine (CME) shared co-processor IP optimised for next-gen AI workloads for Mobile Client and Large Scale Compute markets. Responsible for IP design activities such as micro-architecture specification, design, functional verification and PPA optimisation.
  • Led the design of the Vector Processing Unit (VPU) that performs Matrix and Vector computation operations.
FPGAASICVLSIDigital Signal ProcessorsHardware ArchitectureSimulation+3

Senior Design Engineer

Feb 2019Mar 2021 · 2 yrs 1 mo · Cambridge, England, United Kingdom

  • Senior engineer in the Machine Learning group designing Arm's Ethos series of Neural Processing Unit (NPU) IPs for inference on the edge. Responsible for IP design activities such as microarchitecture specification, design, implementation, and functional validation.
  • Designed advanced weight compression features in the MAC Computation Engine module to optimise weight throughput, SRAM area and dynamic power.
FPGAASICVLSIDigital Signal ProcessorsSimulationVerilog+1

Decawave

Digital Design Engineer

Mar 2017Jan 2019 · 1 yr 10 mos · County Dublin, Ireland

  • Senior engineer in the Digital team developing UWB transceiver ICs for Real-Time Location Systems. Responsible for entire spectrum of VLSI front-end design activities from micro-architecture to post-silicon validation.
  • Designed the AES/DMA Controller module for encryption/authentication on Decawave's UWB transceiver.
  • Enhanced the FPGA prototyping system with improved RF channel modelling and clock gating emulation. Also worked on post-silicon validation and characterisation.
VLSISimulationVerilogEmbedded Systems

Imec

Graduate Student Intern

Dec 2015Aug 2016 · 8 mos · Eindhoven Area, Netherlands

  • Graduate student intern in the IoT team developing a wireless sensor network for air quality monitoring. Worked on coexistence of heterogeneous wireless sensor networks.
  • Analysed coexistence between IEEE 802.15.4, BLE and IEEE 802.11 in the unlicensed 2.4 GHz ISM band through MATLAB simulations and real-world experiments. Published results at IEEE IECON 2016.
MATLAB

Transwitch

Lead Member of Technical Staff

Apr 2012Mar 2014 · 1 yr 11 mos · New Delhi Area, India

  • Senior engineer in the VLSI design team developing high-definition video transceiver ICs for the consumer electronics industry. Responsible for entire spectrum of VLSI front-end design activities from micro-architecture to post-silicon validation.
  • Designed the Link Control Bus (CBUS) module for the MHL v2.0 PHY IP core on TranSwitch's HDplay high-speed video transceiver.
VLSISimulationVerilog

Xilinx

Senior Design Engineer

Jul 2010Apr 2012 · 1 yr 9 mos · Hyderabad Area, India

  • Senior engineer in the Communications Business Unit developing wireless IPs for tier-1 communications companies. Responsible for entire spectrum of FPGA design activities from micro-architecture to in-circuit testing.
  • Designed feature enhancements to Xilinx's PC-CFR wireless IP and ported to Xilinx Virtex-7 and Kintex-7 FPGA families. Achieved a performance of 350 MHz for a 32x scaling from the previous version running at 400 MHz.
  • Developed a MATLAB simulator for the IP core for beta-testing and provided active customer support.
FPGAVLSISimulation

Midas communication technologies

Senior Hardware Engineer

Apr 2005Mar 2010 · 4 yrs 11 mos · Chennai Area, India

  • Senior engineer in the hardware design team developing wireless and wireline communication systems. Responsible for algorithm development, modelling and simulation, FPGA and PCB design activities.
  • Designed a 3G DECT baseband PHY, developed the PHY algorithms, modelled and analysed performance through MATLAB simulations. Designed features such as an ISI-optimised RRC filter and an LMS-based adaptive equaliser for channel estimation.
  • Designed a 2.5G DECT baseband PHY, developed the PHY algorithms, modelled and analysed performance through MATLAB simulations. Designed features such as IQ imbalance compensation using adaptive decorrelation and generation of quantisation-error-optimised baseband symbols.
  • Designed the frame synchronisation module for a 2x2 MIMO WiMAX baseband PHY and implemented it on a Xilinx Virtex-IIPro FPGA.
  • Designed an all-digital PLL to synchronise a Base Station Distributor to the Central Office and implemented it on an Altera Cyclone FPGA. Also involved in the BSD PCB design and bring-up.
  • Involved in designing a 2.5G DECT radio tester and implemented it on a Xilinx Spartan-3E FPGA. Designed features such as a multi-frequency counter to measure the accuracy of various clocks in the system.
  • Involved in designing an Ethernet over PDH mapper IP core that implements ITU-T G.8040 compliant GFP, G.7043 VCAT and G.7042 LCAS and implemented it on an Altera Cyclone-II FPGA.
  • Involved in designing an E1 to SDH mapper IP core that integrates an ITU-T G.707 compliant 4-E1 mapper, G.704 4-E1 framer and a 256x256 Time-Slot Interchanger and implemented it on a Xilinx Spartan-3 FPGA.
  • Involved in the PCB design and bring-up of a multi-purpose Smart Network Interface Controller.
FPGAVLSISimulation

Education

Eindhoven University of Technology

Master of Science (M.Sc.) — Smart Electrical Networks and Systems

Jan 2015Jan 2016

Esade

Summer School — Business Management and Entrepreneurship

Jan 2015Jan 2015

KTH Royal Institute of Technology

Master of Science (M.Sc.) — Smart Electrical Networks and Systems

Jan 2014Jan 2015

Indian Institute of Technology, Madras

Master of Science (M.S.) — Electrical Engineering

Jan 2001Jan 2005

Indian Institute of Technology, Madras

Bachelor of Technology (B.Tech.) — Electrical Engineering

Jan 1997Jan 2001

Stackforce found 100+ more professionals with Fpga & Asic

Explore similar profiles based on matching skills and experience