Kshitij Kumbar
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Kshitij Kumbar Email & Phone Number

Engineering at Applied Intuition
Location: San Jose, California, United States 9 work roles 2 schools
1 work email found @stanford.edu LinkedIn matched
✓ Verified Jul 2026 4 data sources Profile completeness 100%

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Current company
Applied Intuition
Role
Engineering
Location
San Jose, California, United States
Company size
201 employees

Who is Kshitij Kumbar? Overview

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Quick answer

Kshitij Kumbar is listed as Engineering at Applied Intuition, a with 201 employees, based in San Jose, California, United States. AeroLeads shows a work email signal at stanford.edu and a matched LinkedIn profile for Kshitij Kumbar.

Kshitij Kumbar previously worked as Senior Software Engineer, Behaviors, DreamDrive at Lucid Motors and Motion Prediction / Behavior Planning Engineer at Lucid Motors. Kshitij Kumbar holds Master Of Science - Ms, Mechanical Engineering from Stanford University School Of Engineering.

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Email format at Applied Intuition

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{first_initial}{last}@stanford.edu
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Profile bio

About Kshitij Kumbar

I am currently developing next-generation behavior planning and personalization methods using Machine learning methods across the entire feature life cycle - from data-collection/analysis, prototyping to deploying on compute constrained platforms. My work/personal projects include various Machine Learning techniques ranging from CNNs, classical NLP inspired methods(LSTMs), using pre-trained Large Models using Retrieval Augmented Generation/fine-tuning Large Language Models using Parameter Efficient Fine Tuning Methods, diffusion models to exploring model-free Deep Reinforcement Learning techniques. My other responsibilities include developing and maintaining Highway Behavior Planning algorithms that are in production/active development and ADAS feature triage tooling.

Listed skills include Microsoft Office, Research, C, Leadership, and 7 others.

Current workplace

Kshitij Kumbar's current company

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Applied Intuition
Applied Intuition
Engineering
San Jose, CA, US
Website
lucidmotors.com
Employees
201
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9 roles

Kshitij Kumbar work experience

A career timeline built from the work history available for this profile.

Senior Software Engineer, Behaviors, Dreamdrive

Current
Lucid Motors

Newark, California, Us

* Responsible for data-driven and learning based behavior planning algorithms for highway scenarios.* Developed a recurrent network based multi-task classification and regression model for specific highway behavior generation.* Deployed model through a C++ module for both simulation and vehicle embedded platforms using a wrapped Nvidia TensorRT engine.* Developed a data pipeline for data processing from simulations and vehicle. Pipeline involved pre-processing data for consumption by model, as well as reporting statistics to detect anomalies with dataset (e.g. Class imbalance)

May 2022 - Present

Motion Prediction / Behavior Planning Engineer

Lucid Motors

Newark, California, Us

Oct 2020 - May 2022

Motion Planning Intern

Auro (Autonomous Driving Division Of Ridecell)

Milpitas, California, Us

Designed and Developed longitudinal vehicle dynamics models for Software in the Loop Simulation and Testing of hybrid vehicles using sparse temporal data based System Identification techniques. Achieved up to 97% model fit accuracy for lateral models using only a 5 minute section of data.Achieved up to 74% improvement in lateral and heading error tracking using augmented LQR controller for lateral dynamics. Improvements tested and verified in simulation and vehicle tests based on Baidu - Apollo AD architecture.

Apr 2020 - Jun 2020

Vehicle Integration And Testing Intern

Samsung Electronics America

Ridgefield Park, Nj, Us

Developed a modular Hardware in the Loop(HiL) bench architecture and setup a testbench for ADAS testingAchieved sub-1ms CAN playback latency and GMSL2 interface based video playback on HiL test benchDeveloped Software in the Loop (SiL) Python Test case scripts for ISO 17361, ISO 11270, ENCAP-LDW,LKA ADAS test standards using PikeTec TPT automation toolExecuted SiL test cases for ADAS functionality: Lane Departure Warning (LDW) and Lane Keeping Assist (LKA)

Jun 2019 - Sep 2019

Teaching Assistant

Ahmedabad University

Ahmedabad, Gujarat, In

Responsible for conducting tutorials, evaluating assignments, conducting labs and assisting in student projects forcourses on Control Systems and Calculus.

Aug 2017 - May 2018

Project Intern

Indian Institute Of Technology, Bombay

Mumbai, Maharashtra, In

Developed MATLAB based controls experiments for a DC motor kit . Completed set of basic experiments based on classical and modern control techniques using LabView and learnt the basics of PID tuning methods and modern control techniques such as Model-based Predictive Control(MPC) and Robust Control.

May 2017 - Jul 2017

Mechanical Engineering Intern

Jetstream Electric

Learned basics of Aerodynamics, Flight Mechanics and Computational Fluid Dynamics and Finite ElementModelling using ANSYS-Structural and ANSYS-Fluent

Dec 2015 - Dec 2015
Team & coworkers

Colleagues at Applied Intuition

Other employees you can reach at lucidmotors.com. View company contacts for 201 employees →

BN Badri Nallur Srinivasan Badri Nallur Srinivasan Colleague at Applied IntuitionTempe, Arizona, United States View → JW Joyce Wren, Cms (Cebs), Shrm-Cp, Phr Joyce Wren, Cms (Cebs), Shrm-Cp, Phr Colleague at Applied IntuitionUnited States View → JM Jack Morningstar Jack Morningstar Colleague at Applied IntuitionOakland, California, United States View → DK Dharmendra Kumar Dharmendra Kumar Colleague at Applied IntuitionKanpur Nagar, Uttar Pradesh, India View → AL Alfonso López Alfonso López Colleague at Applied IntuitionCasa Grande, Arizona, United States View → MA Marci Anderman Marci Anderman Colleague at Applied IntuitionSan Francisco Bay Area, United States View → AB Alejandro Bautista Alejandro Bautista Colleague at Applied IntuitionCasa Grande, Arizona, United States View → GD Gagan Dhingra Gagan Dhingra Colleague at Applied IntuitionSan Francisco, California, United States View → MG Michael Gahagan Michael Gahagan Colleague at Applied IntuitionGreater Phoenix Area, United States View → GM Georgina Martínez Sánchez Georgina Martínez Sánchez Colleague at Applied IntuitionNewark, California, United States View →
2 education records

Kshitij Kumbar education

Master Of Science - Ms, Mechanical Engineering

Stanford University School Of Engineering

Bachelor’S Degree, Mechanical Engineering

School Of Engineering And Applied Science, Ahmedabad University
FAQ

Frequently asked questions about Kshitij Kumbar

Quick answers generated from the profile data available on this page.

What company does Kshitij Kumbar work for?

Kshitij Kumbar works for Applied Intuition.

What is Kshitij Kumbar's role at Applied Intuition?

Kshitij Kumbar is listed as Engineering at Applied Intuition.

What is Kshitij Kumbar's email address?

AeroLeads has found 1 work email signal at @stanford.edu for Kshitij Kumbar at Applied Intuition.

Where is Kshitij Kumbar based?

Kshitij Kumbar is based in San Jose, California, United States while working with Applied Intuition.

What companies has Kshitij Kumbar worked for?

Kshitij Kumbar has worked for Applied Intuition, Lucid Motors, Auro (Autonomous Driving Division Of Ridecell), Samsung Electronics America, and Ahmedabad University.

Who are Kshitij Kumbar's colleagues at Applied Intuition?

Kshitij Kumbar's colleagues at Applied Intuition include Badri Nallur Srinivasan, Joyce Wren, Cms (Cebs), Shrm-Cp, Phr, Jack Morningstar, Dharmendra Kumar, and Alfonso López.

How can I contact Kshitij Kumbar?

You can use AeroLeads to view verified contact signals for Kshitij Kumbar at Applied Intuition, including work email, phone, and LinkedIn data when available.

What schools did Kshitij Kumbar attend?

Kshitij Kumbar holds Master Of Science - Ms, Mechanical Engineering from Stanford University School Of Engineering.

What skills is Kshitij Kumbar known for?

Kshitij Kumbar is listed with skills including Microsoft Office, Research, C, Leadership, Html, Public Speaking, Ansys, and Python.

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