Shubham Rai

AI Researcher

Renningen, Baden-Württemberg, Germany14 yrs 5 mos experience

AI ML PractitionerAI Enabled

Key Highlights

15 years of expertise in computer engineering.
PhD summa cum laude from TU Dresden.
Focus on embedded AI and HW/SW codesign.

Stackforce AI infers this person is a specialist in embedded AI and hardware/software co-design.

Contact

shubham.rai26@gmail.com LinkedIn

Skills

Core Skills

Ai CompilersEmbedded AiLogic SynthesisFpga DevelopmentVerification IpsEmulationFormal VerificationVideo ProcessingImage ProcessingSpecification Development

Other Skills

AMBA ProtocolAMBA ProtocolsASICAlgorithmsCC++Data StructuresFunctional VerificationGNU DebuggerHD video conversionIRAFPerlPyTorchRTL designSystemVerilog

About

As Research Scientist at Robert Bosch Corporate Research, my current focus lies at the intersection of embedded AI and HW/SW codesign, with a strong emphasis on AI compilers, advanced model profiling and optimization techniques, hardware surrogates and LLM-based methods. I bring 15 years of expertise in the computer engineering domain, with a summa-cum-laude PhD from TU Dresden. My research interests further encompass embedded architecture, beyond CMOS technologies, novel memories, and design automation, complemented by prior industry experience in hardware verification.

Experience

Bosch research

Research Scientist

Feb 2023 – Present · 3 yrs 1 mo · Renningen, Baden-Württemberg, Germany · On-site

onnxonnxruntimePyTorchTVMAI compilersmodel profiling+2

Cfaed - center for advancing electronics dresden

2 roles

Postdoctoral Researcher

Jun 2022 – Mar 2023 · 9 mos

Research scientist, Ph.D.

Oct 2016 – May 2022 · 5 yrs 7 mos

I carried out research in the topic of "Design Automation and Application of Emerging Reconfigurable Nanotechnologies". I was awarded Dr. Ing. degree with the grade "summa cum laude"

Integrated systems laboratory, epfl

Research Intern

Jan 2020 – Feb 2020 · 1 mo · Lausanne Area, Switzerland

Explored XOR-Majority-based logic synthesis techniques for emerging reconfigurable nanotechnologies at Integrated Systems Laboratory, EPFL

XOR-Majority-based logic synthesisemerging reconfigurable nanotechnologieslogic synthesis

National university of singapore

Research Engineer

Apr 2016 – Sep 2016 · 5 mos

Worked on FPGA development of superpixel segmentation for Unguided ground Navigation System

FPGA developmentsuperpixel segmentation

Mentor graphics

3 roles

Lead Member of Technical Staff

Aug 2015 – Mar 2016 · 7 mos

Worked on AMBA Protocols - AXI3, AXI4 and ACE for synthesisable verification IPs

AMBA Protocolssynthesisable verification IPsverification IPs

Senior Member Technical Staff, Transactor

Jul 2012 – Jul 2015 · 3 yrs

Presenly working on emulation VIP for AMBA Protocol (AXI3 and APB) and UART

emulation VIPAMBA Protocolemulation

Member Technical Staff, TBX

Jul 2011 – Jul 2012 · 1 yr

Worked on TBX tool which is formal verification tool for emulatiom

formal verificationemulation tool

Marvell semiconductor

6 months trainee

Jun 2010 – Jun 2010 · 0 mo · Bengaluru, Karnataka

Worked on Video format converter which takes in SD or ED video and converts it into an HD video. Jitter Measurement using Tektronix DPO 7404 scope was done for an ELPIDA DDR3 Ram coupled with the core. Also HDMI compliance Electrical test was done for the video format converter circuit.
Electrical test for an HDMI compliant device is very much essential for the company to claim for a standard before floating the product into the market.

video format converterHD video conversionvideo processing

Indian institute of astrophysics, bangalore

Summer Trainee

Jun 2009 – Jul 2009 · 1 mo · Bengaluru, Karnataka

Worked on astronomical image processing using IRAF for "Survey of Space around the Star U Aqr in
search of nebulae". Rotational and linear transformation of various fits images and their superimposition
was done for a better and noise free picture.

astronomical image processingIRAFimage processing

Tata projects

Summer Trainee

May 2008 – Jul 2008 · 2 mos · Kolkata, West Bengal

Worked on specification for Vishakhapatnam Steel Plant and with the help of Siemens Reference Chart the previous motor was replaced with new motors and ratings

specification developmentmotor replacement