Abhijeet Kumar

AI Researcher

Cupertino, California, United States8 yrs 6 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expertise in performance analysis and architecture modeling.
Developed C++ based simulators for imaging accelerators.
Contributed to Linux kernel and Intel audio driver.

Stackforce AI infers this person is a Software Engineer with a focus on Machine Learning and Performance Analysis in the Technology sector.

Contact

Skills

Core Skills

Machine LearningSignal ProcessingAlgorithm DevelopmentPerformance AnalysisLinux Kernel DevelopmentRoboticsBrain-computer Interfaces

Other Skills

ArduinoCC++Customer ServiceData ClassificationDyslexia DetectionEEGFramework DevelopmentHTMLLeadershipLinux KernelManagementMatlabMicrosoft OfficeMicrosoft PowerPoint

About

While working at Intel I developed an expertise in Perfomance analysis and architecture (functional and performance modeling) simulators. I have a rich 4 years of industry experience in building C++ (systemC TLM2.0) based simulators for imaging accelerator. I also contributed to linux kernel, debugged and fixed upstream bugs in intel audio driver. At the moment, I am a MS CSE student at The Pennsylvania State University.

Experience

Apple

Machine Learning Engineer

Aug 2022 – Present · 3 yrs 7 mos · Cupertino, California, United States

Contributes to machine learning algorithms and signal processing algorithms for multitouch sensors.
works on ML based object classification and object tracking algorithms in multitouch stack
contributes to path filtering algorithm.
contributes to noise detection, noise avoidance algorithms & de-noising algorithms in multitouch
writes C++ production algorithm code which executes as part of firmware of software in OS stack.
develop tooling in python for analysis & early-path finding of algorithms

Machine LearningSignal ProcessingC++Python

Penn state university

Graduate Research Assistant

Jan 2021 – Jul 2022 · 1 yr 6 mos · University Park, Pennsylvania, United States

Developing efficient algorithm for video understanding in encoded videospace. Working as RA in Dr. Vijay Narayan's lab.
other role:-
Teaching Assistant for CMPEN270: Digital Design - Theory and Practice spring 2021.
Teaching Assistant for CSE530: Fundamentals of Computer Architecture Fall 2021.
Teaching Assistant for CMPEN270: Digital Design - Theory and Practice spring 2022.

Algorithm DevelopmentVideo Understanding

Intel corporation

3 roles

Software Engineer

Promoted

Jul 2018 – Dec 2020 · 2 yrs 5 mos

We software model the imaging IP in C++ and systemC such that It mimics the behaviour of an actual HW. My R&R in the team are following:-
1. Model the computer architecture functional behaviour.
2. Support FW and drivers team so that they can enable the software stack.
3. Simulate different workloads such that we can excerise the real silicon functionality and close architecture defects if any.

C++SystemCPerformance Analysis

Software Engineer

Jul 2017 – Jul 2018 · 1 yr

I was part of Intel OTC (Open-source Technology Centre) and following were my R&R in my team.
1. Enabling chrome OS in Intel platforms.
2. Worked as a Linux kernel developer, and contributed mainly to Intel audio driver.
3. Contributed to opensource projects such as chromium OS and Linux kernel.

Linux Kernel DevelopmentOpen-source Contributions

Undergraduate Technical Intern

Dec 2016 – Jun 2017 · 6 mos

Architecture Modelling intern:
I'm working with the architecture simulation team of Intel's computer vision IP.My main work in the team is the performance analysis of the C++ based simulator. I've developed a tool in C++ which shows the correlation of C++ simulator to it's RTL counterpart ranging from the IP level to sub-IP to the the tiniest activity existing in the system. Thus it clearly helps in finding out the bottleneck and in performance tuning at architectural level. The tool has been helpful in closing the gaps in the two environments. At the same time, SW team has started using it for benchmark analyses and future architectural projections.
Enabled performance regression for monitoring performance of IP simulator. (Perl, Python,Cshell)
Worked on Git (version control tool), Scons (software construction tool)
Received Recognition for improving simulator quality.

C++Performance AnalysisSimulation

Indian academy of science, bengaluru

Summer Research Fellow

May 2016 – Jul 2016 · 2 mos · Greater Kolkata Area

Indian Academy of Science (IAS), Bangalore appointed me to work as a research fellow under Prof. (Dr.) Subhasis Bhaumik at IIEST, Shibpur. We developed a framework which generate human like motion in an anthropomorphic robot hand which complies both task space and work space constraints of the motion.

RoboticsFramework Development

Tifac

summer intern

May 2015 – Jul 2015 · 2 mos · Greater Delhi Area

During my internship at TIFAC, New Delhi! I with the help of my supervisor had developed a BCI system for detecting dyslexia in children based on frequency features

Brain-computer InterfacesDyslexia Detection