Srihari Humbarwadi

VP of Engineering

Bengaluru, Karnataka, India7 yrs 5 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in low-level perception models for autonomous driving.
Proven track record in optimizing model performance.
Experience with cutting-edge technologies in machine learning.

Stackforce AI infers this person is a Machine Learning Engineer specializing in Automotive and Computer Vision technologies.

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Skills

Core Skills

Computer VisionMachine Learning

Other Skills

Autonomous VehiclesPyTorchDeep LearningSoftwareTensorFlowGstreamerHelm ChartsSoftware DesignC++Edge ComputingOpenVINOSystem DevelopmentData StructuresKubernetesdocker

About

Deep Learning Engineer focused on developing state-of-the-art low-level perception models for autonomous driving. Expertise in optimizing models for accuracy, latency, and power efficiency.

Experience

7 yrs 5 mos

Total Experience

1 yr 3 mos

Average Tenure

2 yrs

Current Experience

Qualcomm

Lead Engineer, Senior

May 2024 – Present · 2 yrs · Bengaluru, Karnataka, India · Hybrid

Pushing accuracy/latency pareto frontier for Low Level Perception models on Snapdragon Ride AI

Computer VisionAutonomous VehiclesMachine LearningPyTorchDeep Learning

Intel corporation

2 roles

Senior Deep Learning Software Engineer

Feb 2024 – Apr 2024 · 2 mos · Bangalore · Hybrid

Machine Learning

Deep Learning Software Engineer

Mar 2022 – Mar 2024 · 2 yrs · Bangalore · Hybrid

Building video analytics microservices for the edge

SoftwareTensorFlowComputer VisionGstreamerHelm ChartsSoftware Design+13

Google summer of code

Student Developer | TensorFlow

May 2021 – Aug 2021 · 3 mos

Designed a Panoptic Segmentation architecture
Implemented the same for the TensorFlow Official Model Garden repository

SoftwareMachine LearningProgramming LanguagesDeep Neural Networks (DNN)AIML

Bosch global software technologies

Senior Computer Vision Engineer

Mar 2020 – Feb 2022 · 1 yr 11 mos · Bangalore

As a part of the computer vision research team, I worked on developing key solutions for autonomous vehicles like
Road sign detection and recognition
A novel self-supervised training techniques for large scale image retrieval
Estimating road scene complexity

SoftwareMachine LearningData StructuresFlaskProgramming LanguagesDeep Neural Networks (DNN)+2

Playment

Computer Vision Research Engineer

Aug 2019 – Feb 2020 · 6 mos · Bengaluru Area, India

Built machine learning models to assist and automate the selection of data for perception algorithms in autonomous vehicles.
Worked on building machine learning models to assist ground-truth generation for computer vision tasks like video segmentation, LiDAR obstacle detection and segmentation.

SoftwareMachine LearningREST APIsData StructuresFlaskProgramming Languages+2

Crowdanalytix

Data Scientist

Jul 2018 – Jul 2019 · 1 yr · Bengaluru Area, India

Built and shipped computer vision applications
Conditional text generation: Implemented a multi-modal DNN to generate detailed product descriptions
Image Matting: Built a service to subtract the background from images.
Tag Generator: Built and deployed a multi-label classification to generate tags for fashion images

SoftwareMachine LearningData StructuresFlaskProgramming LanguagesDeep Neural Networks (DNN)+1