22+ yearsin semiconductors, since 2004
2nm to 22nmprocess nodes, Samsung to Intel
4 CPU ISAsx86, ARM, RISC-V, ARC
9 SoCstaken to production
27 engineersled today, including vendor teams
Experience
Associate Technical Director
Jul 2023 - Present
Samsung India Research, Bengaluru
- Leads SoC and IP design verification for multi-die, multi-CPU AI and mobile SoCs, including 2nm Exynos and memory programs.
- Owns verification of custom HBM4E designs for multiple customers: UCIe, D2D and DFI interfaces, CTPHY high-speed interconnect IP, the HBM memory-controller subsystem and SoC integration.
- Sets verification strategy and drives coverage closure to sign-off, leading a 27-engineer cross-functional team toward first-pass silicon.
- Brought LLM-agent workflows into the flow: verification planning for late IP additions 70% faster, GLS bring-up 50% faster.
Technologist
Sep 2019 - May 2023
Western Digital, Bengaluru
- Led end-to-end verification of multi-CPU storage SoCs with RISC-V CPUs and UltraSoC RISC-V debug, across SD, SD Express, PCIe and SATA interfaces.
- Ran the full flow: verification planning, SoC simulation, FPGA-based verification, gate-level simulation, and post-tape-out tester-pattern delivery and debug.
- Managed multi-vendor consultant teams end to end: hiring, people management, vendor relations and purchase-invoice approval; estimated and allocated program resources.
Technical Manager
Apr 2018 - Aug 2019
Sevitech Systems, Bengaluru
- Led SoC verification execution for client SoCs: DV planning, simulation and FPGA-based verification, toggle-coverage closure, gate-level simulation and tester-pattern delivery.
- Owned project budgets, equipment purchasing and hiring; wrote DV plans and resource estimates for complex new client SoCs.
Senior Technical Specialist
Oct 2015 - Apr 2018
Aricent Technologies, Bengaluru (now Capgemini Engineering)
- Led verification of a low-power Qualcomm Wi-Fi IoT subsystem.
- Delivered end-to-end SoC verification of Intel 14nm and 22nm test chips, including Specman testbench migration across derivatives, gate-level simulation and tester-pattern simulation.
- Ran client engagements from proposal to delivery with Agile and Scrum, including risk analysis and expectation management.
Member of Technical Staff
Jun 2012 - Oct 2015
AMD, Bengaluru
- Verified the NorthBridge IP for AMD's first ARM-based client CPU, building ARM CPU BFM stimulus and UVM sequencers, checkers, monitors and scoreboards.
- Ported the x86-only verification infrastructure to ARM, making legacy IP verifiable with ARM stimulus.
- Owned Cache-Resident Self-Test (CREST) verification across x86 CPU and GPU; led DV for the Performance Monitor and tester LoopBack features; verified Security, MCA, Remapping and WriteBack Channel.
System Validation Engineer
Jun 2007 - Jan 2012
Intel, Bengaluru
- Built the C++ toolchain for platform trace capture and emulation replay (FBD2/DDR2, DDR3, PCIe Gen3, sideband) used to reproduce post-silicon sightings on 8-, 10- and 15-core server processors.
- Wrote the x86-assembly PSMI handler for microarchitectural state dumps, cutting turnaround at silicon power-on; it became the tool of choice for sighting reproduction.
- Automated the silicon-emulation regression flow to 80% coverage of target test content and sped up emulation 7%.
- Departmental award for on-time delivery supporting the server market release schedule.
Ask about my work
What does Samar do today at Samsung?
Samar is an Associate Technical Director at Samsung India Research in Bengaluru, since July 2023. He leads SoC and IP design verification for multi-die, multi-CPU AI and mobile SoCs, including 2nm Exynos and memory programs. He sets the verification strategy and drives coverage closure to sign-off, aiming for first-pass silicon.
How big is the team he leads?
Samar leads a 27-engineer cross-functional team today, including vendor teams.
How many SoCs has he taken to production?
Nine SoCs. His career runs from 2004 to today, and the work covers verification strategy, coverage closure and tape-out sign-off through to production silicon.
What is his scope on custom HBM?
Samar owns the India DV teams' verification for all custom HBM SoCs, covering HBM4, HBM4E and HBM5. He is responsible for SoC, IP and subsystem DV for internal and external customers, across the UCIe, D2D and DFI interfaces, CTPHY high-speed interconnect IP and the HBM memory-controller subsystem.
How has he used AI in verification?
Samar brought LLM-agent workflows into the Samsung verification flow, with three results: verification planning for late IP additions is 70% faster, GLS bring-up is 50% faster, and coverage implementation for new customer requirements is 70% faster. He also enables the team's use of these LLM agents and trains them on best practices for using LLMs in co-development.
What did Samar own at Western Digital?
From September 2019 to May 2023 Samar led end-to-end verification of multi-CPU storage SoCs with RISC-V CPUs and UltraSoC RISC-V debug, across SD, SD Express, PCIe and SATA interfaces. He ran the full flow: verification planning, SoC simulation, FPGA-based verification, gate-level simulation, and post-tape-out tester-pattern delivery and debug.
Which CPU architectures has he verified?
Four: x86, ARM, RISC-V and ARC. His skills include assembly for all four.
What did he do on AMD's first ARM client CPU?
At AMD, Samar verified the NorthBridge IP for AMD's first ARM-based client CPU, building ARM CPU BFM stimulus and UVM sequencers, checkers, monitors and scoreboards. He also ported the x86-only verification infrastructure to ARM, so legacy IP could be verified with ARM stimulus.
What tooling did he build at Intel?
At Intel, as an individual contributor, Samar built the C++ toolchain for platform trace capture and emulation replay, used to reproduce post-silicon sightings on 8-, 10- and 15-core server processors. He also wrote the x86-assembly PSMI handler for microarchitectural state dumps, which became the tool of choice for sighting reproduction. He implemented automation of the silicon-emulation regression flow to 80% coverage of target test content, and sped up emulation by 7%.
What was his IIT Delhi robotics project?
Samar completed the IIT Delhi Advanced Robotics program in 2026 and received the Best Project Award. The project was a physical AI project: a robot hand with vision-language-action (VLA) model training.
How does he work with vendors, budgets and hiring?
Samar has managed consultant teams from multiple vendors end to end, from hiring and people management to vendor relations and approval of vendor purchase invoices, and has estimated and allocated program resources. At Sevitech Systems he owned project budgets, equipment purchasing and hiring, and wrote DV plans and resource estimates for complex new client SoCs.
Which parts of the verification flow has he covered?
Coverage-driven verification and closure, power-aware verification (UPF, PG-pin), gate-level simulation, FPGA prototyping, emulation (ZeBu), post-silicon debug and tester patterns, and C-based verification in which test cases are loaded into CPU memory and executed as firmware. He works in SystemVerilog and UVM, and also in OVM, Specman e and Vera.