Dilip Gopalakrishna

Software Engineer

Bengaluru, Karnataka, India16 yrs 10 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in deep learning and computer vision technologies.
Proven track record in optimizing neural networks for automotive applications.
Strong background in developing innovative AI solutions.

Stackforce AI infers this person is a specialist in Automotive AI and Computer Vision technologies.

Contact

Skills

Core Skills

Deep LearningComputer VisionImage ProcessingSignal Processing

Other Skills

neural network optimizationperformance modelingneural network onboardingend-to-end optimizationaccelerating inferencesoftware solutionsdeveloping softwareoptimizing neural networksdeep learning algorithmscamera imaging pipelineinterface frameworksmulti-core frameworksimaging applicationsgraphics drivers developmentsignal processing techniques

About

I am a software engineer with strong interest in computer vision, machine learning and related areas of image analysis. I am enthusiastic about creating innovative systems and solutions to enhance the experience and/or safety of users in different domains of technology such as smartphones and automotive systems. My specialty in computer vision is in object detection, classification and tracking, face and object recognition and 3D reconstruction. I also work on training deep neural networks with large and diverse data sets, and enhancing the tools to perform deep learning. I have a diverse skill set associated with my software programming skills that include: - knowledge of embedded firmware devices - experience with Linux and Android development platforms and other RTOS systems - experience with algorithm optimization and working on heterogeneous cores such as TI C6000+ DSP. - User Interfaces and GUI development

Experience

16 yrs 10 mos

Total Experience

4 yrs 2 mos

Average Tenure

13 yrs

Current Experience

Qualcomm

6 roles

Senior Staff Design Engineer

Apr 2024 – Present · 2 yrs 1 mo

I work on enhancing AI offerings from Qualcomm Snapdragon automotive platforms in the form of hardware-software co-design, neural network optimization and performance modeling.

neural network optimizationperformance modelingDeep LearningComputer Vision

Senior Staff Engineer | Manager

Promoted

Nov 2020 – Apr 2024 · 3 yrs 5 mos

I coordinate with automotive customers to onboard their neural network based ADAS applications onto Qualcomm hardware, and optimize the end-to-end experience for ultra-fast inference. I also lead development of innovative solutions involving multiple teams and projects to prepare for the ever-growing demands of the automotive industry on AI-based systems.

neural network onboardingend-to-end optimizationDeep LearningComputer Vision

Staff Engineer | Manager

Aug 2019 – Nov 2020 · 1 yr 3 mos

I lead efforts in bringing trained deep learning models to life on Qualcomm products by providing software solutions that help accelerate inference on hardware accelerators.

accelerating inferencesoftware solutionsDeep LearningComputer Vision

Staff Engineer

Jun 2017 – Aug 2019 · 2 yrs 2 mos

I work in a group in Corporate Research that is bringing the power of machine learning to Qualcomm's solutions by becoming a center of excellence in deep learning research.
I develop software to create and optimize neural networks with the goal of deploying the best solutions on-target for fast and accurate inference.

developing softwareoptimizing neural networksDeep LearningComputer Vision

Senior Engineer

Jun 2016 – May 2017 · 11 mos

Senior Engineer working on deep learning algorithms for automotive systems.

deep learning algorithmsDeep Learning

Senior Engineer

Mar 2013 – May 2016 · 3 yrs 2 mos

Camera systems engineer working on Qualcomm imaging solutions for Snapdragon processors.
Specific responsibilities include development of interface frameworks in the Android subsystem to establish camera imaging pipeline consisting of sensor, image signal processor, post processing and other hardware IP blocks.

camera imaging pipelineinterface frameworksImage Processing