O

Omkar K.

Data Engineer

Bengaluru, Karnataka, India7 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in machine learning and image processing.
  • Proven experience in VLSI and software engineering.
  • Strong leadership in developing complex software systems.
Stackforce AI infers this person is a Semiconductor and Defense industry specialist with expertise in software engineering and image processing.

Contact

Skills

Core Skills

Graphical User Interface (gui)Software DesignVery-large-scale Integration (vlsi)Software EngineeringImage ProcessingEmbedded Systems

Other Skills

.NET FrameworkAlgorithmsAnalytical SkillsArduinoArtificial Intelligence (AI)C#C++Cascading Style Sheets (CSS)Computer VisionDeep LearningDigital Image ProcessingEmbedded CEmbedded SoftwareEngineeringField-Programmable Gate Arrays (FPGA)

About

Hi I am an engineer interested in machine learning, A.I ,Image Processing. I have implemented face recognition,skin detection and skin feature extraction along with machine learning frameworks like scikit learn and tensorflow. This is my github profile link. https://github.com/omkarkavi

Experience

Samsung semiconductor

Data Engineer

Oct 2024Present · 1 yr 5 mos · Bangalore · On-site

  • Worked on setting up of CICD flows for front end development of memory IP.
  • Worked on automating the hardware development workflows for front end VLSI teams.

Tessolve

Senior System Software Engineer

Oct 2024Present · 1 yr 5 mos · Greater Bengaluru Area · On-site

Authentic staffing agency - india, usa, uae

Senior Software Developer

Apr 2024Jul 2024 · 3 mos · Mumbai, Maharashtra, India · On-site

  • Developed GUIs using QT creator for a Naval command and control system for client L&T.
PythonEmbedded CDigital Image ProcessingSoftware IndustryGraphical User Interface (GUI)Software Design+2

Intel corporation

Software Engineer

Jul 2022Nov 2023 · 1 yr 4 mos · United States

  • Successfully integrated multiple VLSI EDA( Synopsys Core tools, Defacto SOC compiler ) vendor tools in the Intel ecosystem and automated those EDA tools into creating flows using Python, Perl, and TCL. •
  • Evaluated the suitability of open-source EDA tools for the Intel environment and worked on developing a similar Intel user framework. e.g. Chisel – Scala-Based language, Chipyard, Hammer, Diplomacy, etc.
  • Worked on Intel's framework ROHD for hardware design.
  • Resolved user issues and tickets in the existing Intel EDA framework. Contributed to Intel’s new open-source framework for hardware description called ROHD.
  • Worked in the connectivity domain to enable internal and external IPs for SoC development. Developed and supported validation checks and automation methods for productivity improvement.
  • Implemented AI/ML methods to increase the accuracy of models and boost design throughput.
  • Worked on the SPLUNK dashboard to display the information related to design.
  • Attended regular meetings with the team to discuss the addition of features, user issues, and improvements that can added to the existing framework.
PythonShell ScriptingPerlSoftware IndustryEngineeringVery-Large-Scale Integration (VLSI)+4

Kpit

Embedded Developer

Jan 2022Jul 2022 · 6 mos · Moline, Illinois, United States

  • Worked for client John Deere in order to develop GUIs for tractors.

John deere

Senior Software Developer

Jan 2022Jun 2022 · 5 mos · Moline, Illinois, United States · Hybrid

  • Worked for John Deere under KPIT payroll working on GUI development using QT framework and C++

University of massachusetts amherst

2 roles

Graduate Teaching Assistant

Oct 2020Dec 2021 · 1 yr 2 mos

Arduino

Graduate Research Assistant

Jan 2020Sep 2020 · 8 mos

PythonVerilog

Vesit

Research Intern

Nov 2019Jan 2020 · 2 mos · Mumbai Area, India

  • FPGA and Image processing programming
OpenCV

Larsen & toubro

Embedded Software Engineer

Jul 2017Dec 2019 · 2 yrs 5 mos · Powai · On-site

  • Implemented image and signal processing algorithms on FPGA. Face recognition using Tensorflow. Developed IP cores part of low latency high-speed image processing applications like FFT and communication on AXI streams for Xilinx FPGAs and SOCs using Vivado HLS, Verilog, System C, and System Verilog.
  • Developed ranging tables for artillery systems. Automated tasks for Ballistic trajectory plotting and analysis using C++ and Python.
  • 3D modeling of Artillery shells. Developed user guides for safe and accurate usage of artillery systems
  • Developed firmware and GUIs for missile launcher systems using QT creator.
  • Formulated software requirements for GUI system for nuclear fusion project ITER.
PythonOpenCVImage ProcessingEmbedded Systems

Vivekanand education society's institute of technology

Research Intern

Jun 2017Jul 2017 · 1 mo · Mumbai, Maharashtra, India

  • Developed feature extraction model for image and using those features developed a neural network to predict the severity of skin aliment. The classifiers used were SVM ,K mapping and K nearest neighbours
  • Won letter of recommendation from professor incharge of internship

Education

University of Massachusetts Amherst

Master of Science - MS — Ece

Jan 2020Jan 2021

Vivekanand Education Society's Institute Of Technology

Bachelor of Engineering (B.E.)

Jan 2013Jan 2017

D.G Ruparel College

High School — Science

Jan 2011Jan 2013

I.E.S V.N Sule Guruji

Ssc

Jan 2001Jan 2011

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