Ashish K.

CTO

Hyderabad, Telangana, India8 yrs 8 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in optimizing AI inference pipelines.
Experience in delivering automation solutions for banking.
Strong background in teaching AI to military personnel.

Stackforce AI infers this person is a skilled AI Software Developer with expertise in high-performance computing and automation in Fintech.

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Skills

Core Skills

Software ArchitectureC++Object-oriented Programming (oop)Deep LearningTeaching

Other Skills

Machine LearningTrainingArtificial Intelligence (AI)PythonWorkshopsImage ProcessingSoftware InfrastructureDockerCUDALeadershipManagementSoftware DevelopmentPython (Programming Language)C#C (Programming Language)

About

System Software Developer at NVIDIA, specializing in Windows AI Inference to deliver high-performance, low-latency AI model deployments on RTX GPUs using TensorRT and Windows ML optimizations. I focus on optimizing inference pipelines for generative AI, including kernel-level enhancements, model quantization, and seamless integration with frameworks like ONNX Runtime/GGML for real-time applications on PCs and edge devices. With a B.Tech in Computer Science from Vishwakarma Institute of Technology (2019), I'm passionate about advancing AI inference efficiency, robotics, automation, and EV technology—let's connect to innovate in these cutting-edge domains

Experience

8 yrs 8 mos

Total Experience

2 yrs 2 mos

Average Tenure

4 yrs 10 mos

Current Experience

Nvidia

2 roles

Senior Windows AI Inference Engineer

Promoted

Oct 2024 – Present · 1 yr 7 mos

Model pipeline implementation and optimization for on Windows PCs using various inference backends (GGML, TensorRT, etc).
Model pipeline optimization to ensure Speed Of Light performance when executed alongside a gaming application
WindowsML-ONNX Runtime Stack Optimization

Software ArchitectureC++

System Software Developer

Jul 2021 – Oct 2024 · 3 yrs 3 mos

Object-Oriented Programming (OOP)

Yun solutions llp

2 roles

Data Scientist

Promoted

Nov 2020 – Jun 2021 · 7 mos

As a Data Scientist, I have developed and delivered automation software products to our clients from the banking sector, following all stages of the Software Development Life Cycle (SDLC). These products focused on autonomous data analyses on PDF statements using Machine Learning and Deep Learning, thus saving critical time in banking operations.

Object-Oriented Programming (OOP)Deep Learning

Visiting Faculty at Military Institute of Technology

Nov 2020 – Dec 2020 · 1 mo

As a visiting faculty from Yun Solutions, I have conducted a course on Artificial Intelligence at the Military Institute of Technology, for the Indian Army, the Indian Air Force, and the Indian Navy.

TeachingTraining

Deloitte india

Consultant

Jun 2019 – Nov 2020 · 1 yr 5 mos · Pune Area, India

● Anomaly Detection using Machine Learning: Currently working as Data Science
consultant for a client in the Banking sector. My work includes performing Anomaly
Detection on transactional logs. The analysis uncovers the problems and weak points in
the client’s highly automated IT infrastructure.
● Automation tool using Python and Machine Learning. The tool automates the analysis
process of identifying counterfeit and unauthorized software present in an
organization’s environment.
● API Development Process Audit: Auditing the process of developing the Application
Program Interfaces (APIs) in the client’s environment. The audit ensures safe, efficient
and appropriate deployment of the APIs
● Data Collection Tool using C++: Developed and delegated maintenance of an
Automated Data Collection Tool using C++ for Windows. The tool captures essential
system-level details required for all the Software Asset Management (SAM) and License
Calibration Reviews, saving countless man-hours required for manual collection.
● Developed expertise in License Calibration Review and Software Asset Management
(SAM)

Object-Oriented Programming (OOP)

Nvidia

Intern

Jul 2018 – Apr 2019 · 9 mos · Pune, Maharashtra, India

Developed an exception handler designed to catch Access Violation exceptions in C++, to be added in Nvidia GPU drivers.
Developed an application to simulate corruptions of an SLI system onto a non-SLI system.
Developed an application to log data transfers done in a DX12 Explicit SLI system.
Developed a tool using python to automate the API Capture Status process.

Object-Oriented Programming (OOP)