Bimlendu Kumar

Software Engineer

Bengaluru, Karnataka, India12 yrs 4 mos experience
Highly StableAI Enabled

Key Highlights

  • 10 years of experience in CAD engineering.
  • Expert in AI solutions for chip design.
  • Proficient in Python and timing constraints management.
Stackforce AI infers this person is a Semiconductor Engineer with expertise in AI-driven design methodologies.

Contact

Skills

Core Skills

Artificial Intelligence (ai)PythonLogic Synthesis

Other Skills

Large Language Models (LLM)Retrieval-Augmented Generation (RAG)Python (Programming Language)TimeVisionPerlTCLSDCGenAIRAGVHDLMatlabTeamworkVLSI CADEmbedded SystemsTeaching

About

1) 10 years of experience as CAD Engineer, dealing with synthesis and timing constraints, static checks, implementation flow development, maintenance and support for worldwide ASIC SoC teams while working with Microsoft, Google and Qualcomm. 2) Core Expertise Areas – Flow Development for high performance design, Synthesis, Timing Constraints, Python, LLMs, Gen AI, RAG, Agentic AI 3) Proficient in python, understanding of RTL2GDSII flow and have worked on 10 different nodes [n3e, n3p, n4p, etc] 4) Knowledge of Machine Learning and AI with hands on implementation for Internal conference based on ANN. CAD Tools integration with AI.

Experience

12 yrs 4 mos
Total Experience
2 yrs 4 mos
Average Tenure
2 yrs 2 mos
Current Experience

Microsoft

Senior Engineer

Mar 2024Present · 2 yrs 2 mos · Bengaluru, Karnataka, India

  • AI Solutions Architect
  • Driving MCP and agents methodology for world wide deployment built on top of https://opencode.ai/ .
  • Working on an agentic framework for chip design expert , bottom ups by building expert agent for each step.
  • Deployed AI based violation analyzer of Timing constraints (TCM) leveraging design doc and past waivers.
  • Recognized for providing org wide training on AI Learning, covering basics to agents.
  • Worked on RAG, MCP and Agents, using gpt-o3, gpt-4o and opus 4.5 .
  • Technical Lead Front-end CAD tools and flows
  • Lead and Architected Timing Constraints Management and Verification Flow using TCM
  • Enabled AI in TCM flows to reduce debug time by 30%.
  • Worked on DEFACTO, synth and TCM.
Large Language Models (LLM)Artificial Intelligence (AI)Retrieval-Augmented Generation (RAG)Python (Programming Language)Python

Google

Senior Engineer

Jun 2019Mar 2024 · 4 yrs 9 mos · Greater Bengaluru Area

  • Silicon Solutions Architect
  • Low power synth flow architected and developed from scratch using a combination of automation platforms including Python, TCL and Cadence Genus tool and Synopsys Fusion Compiler tool. Deployed across 5 projects.
  • Demonstrated 20% runtime improvement across multiple blocks.
  • Silicon Constraints Flow architect and development that eliminates constraints generation, management and verification effort across SoC and IPs, with runtime and compute/Resource optimization worked closely with the sales, legal and licenses team.
  • First CAD Engineer in Gchips India site, contributed across all CAD flows at Gchips.
  • Worked on release flows.
PythonLogic Synthesis

Qualcomm

3 roles

Engineer

Promoted

Dec 2017Apr 2019 · 1 yr 4 mos · Bengaluru, Karnataka, India

  • Flow Development and Maintenance:
  • 1) Integration of ASIC timing constraints in Emulation Environment:
  • Eliminates constraints writing effort across SoC and IPs in Emulation Environment, which is
  • much different then ASIC, with runtime and compute/Resource optimization.
  • Flow is developed from scratch using combination of Python language and TimeVision tool
  • after benchmarking many other solutions. Solution validated on 10+ IPs belonging to 2 SoCs.
  • 2) World Wide owner of 3 flows on timing constraints:
  • 20+ Major feature addition and their deployment in 7+ SoC [Nodes 7nm,8nm,10nm,14nm]
  • using Python, Perl and TCL.
  • Based on Timing Constraints lint, Formal verification of FP, MCP for early timing closure, Clock
  • leakage identification, PPA improvements etc.
  • Focused on checking completeness and consistency of synthesis and timing-tool constraint
  • files to reduce iterations in a chip design flow.
  • Initiatives:
  • 1) RTL2Netlist cycle optimization for early PD closure:
  • Brought the RTL2Netlist implementation cycle time from 21 days to 16 days
  • By enabling RTL based timing constraints demotion and clock report generation for MBIST.
  • Deployed in 1 SoC.
  • 2) Clock Leakage Reduction:
  • Wrote Tcl based script to identify clock leakage early in the cycle.
  • Wrote Stop sense based and other timing constraints to stop clock leakage and achieve
  • better PPA.
  • Misc:
  • 1) Utility Contribution in synthesis flow, UPF quality checking flow.
  • 2) Library comparison script.
  • 3) Worldwide support for Constraint Management system.
  • 4) Provided 5 training sessions to SoC teams for flow usage and setup.

Associate Engineer

Jul 2016Dec 2017 · 1 yr 5 mos · Bengaluru, Karnataka, India

  • Worked on development and world wide deployment of Constraints consistency checking methodology and Constraints quality checking using tools like Timevision and fishtail.
  • Partnered with MBIST team and design to reduce RTL2NETLIST timeline by 2 days in each stage.
  • Owner of constraints demotion flow.

Engineering Intern

Jun 2015Aug 2015 · 2 mos · Greater Bengaluru Area

  • 1) Worked on developing regressions to test Clock Gating mechanism-based power reduction, provided by Powerpro from Mentor Graphics.
  • 2) Created a perl Code to perform checks on clock frequency plan xls sheets.

Multisoft systems

Trainee

Jun 2014Sep 2014 · 3 mos · Noida, Uttar Pradesh, India

  • Learned about Verilog, FPGA and CMOS.
  • Implemented basic - ALU, a circuit with multipath and false path.

Dtu ece student council

General Secretary

Nov 2013May 2015 · 1 yr 6 mos · Greater Delhi Area

  • Organised 3 workshops
  • 1. Texas Instruments Beagle Bone Black
  • 2. CUDA workshop by NVIDIA
  • 3. Robotics workshop

I3indya

Summer Trainee

Jun 2013Aug 2013 · 2 mos · Greater Delhi Area

  • Made Touch Screen Controlled bot using ATmega 32.
  • Made Visitor Counter.

Delhi college of engineering

Class Representative

Sep 2012May 2015 · 2 yrs 8 mos · Greater Delhi Area

  • Represented class for 3 continuous years.

Education

Delhi College of Engineering

Bachelor’s Degree — Electronics and Communications Engineering

Jan 2012Jan 2016

DAV PUBLIC SCHOOL, Sreshtha Vihar, Delhi

Class 12th (CBSE)

Jan 2009Jan 2011

Arwachin Bharti Bhawan Sr. Sec. School, Vivek Vihar, Delhi

10th Class (CBSE)

Jan 2001Jan 2009

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