Kartik Singh

Lead ML Engineer

Bengaluru, Karnataka, India2 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expertise in AI and scalable software development.
Proven track record in solving complex problems.
Recognized with multiple awards and certifications.

Stackforce AI infers this person is a Machine Learning Engineer with a focus on AI and cybersecurity solutions.

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Skills

Core Skills

Machine LearningFederated LearningSystem Development

Other Skills

Deep LearningDistributed TrainingJavaJavaScriptMySQLNode.jsObject-Oriented Programming (OOP)Problem SolvingProgrammingPyTorchPython (Programming Language)React.jsWeb Development

About

I am a technology professional with expertise in AI, distributed systems, and scalable software development. My work spans deep learning models, federated learning pipelines, and system-level solutions, showcasing versatility across domains. With a proven track record of solving complex problems and delivering impactful solutions, I have been recognized with multiple awards and certifications. I’m passionate about building innovative systems and am open to opportunities in AI, system design, and software engineering.

Experience

2 yrs 9 mos

Total Experience

2 yrs 9 mos

Average Tenure

2 yrs 9 mos

Current Experience

Samsung r&d institute india

3 roles

Senior Engineer (Machine Learning Software)

Promoted

Mar 2025 – Present · 1 yr 2 mos · Bengaluru, Karnataka, India · Hybrid

Engineer (Machine Learning Software)

Aug 2023 – Mar 2025 · 1 yr 7 mos · Bengaluru, Karnataka, India · Hybrid

Developing a deep learning-based feature to protect mobile users from malicious URLs and links, ensuring robust security.
Built an end-to-end federated learning pipeline, enabling on-device model training and efficient server-side aggregation.
Optimized distributed training workflows using PyTorch, leveraging multi-GPU setups to enhance performance and scalability.
Contributed to system-level development for Samsung’s S24 device, implementing a non-ML solution to classify screenshots using extracted data from German-language text mobile screen.

Deep LearningFederated LearningPyTorchDistributed TrainingSystem DevelopmentMachine Learning