Alok Kumar Sinha

AI Researcher

Bengaluru, Karnataka, India13 yrs 5 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in deep learning and AI workload optimization.
Proficient in developing distributed training techniques.
Strong background in embedded systems and wireless technologies.

Stackforce AI infers this person is a specialist in AI/ML and Embedded Systems with a focus on optimization and wireless technologies.

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Skills

Core Skills

Deep LearningMachine LearningEmbedded SystemsWireless Technologies

Other Skills

PyTorchC (Programming Language)Inference optimizationDistributed trainingDistributed training techniquesLarge Language Models (LLM)EdgeAIMiddlewareoneDNNNatural Language Processing (NLP)GitHubimage classificationself supervised learningActive LearningLaTeX

About

Deep learning practitioner, probabilistic deep learning, Active learning, Natural language processing, robustness, and self-supervised learning, Multimodal LLM, LLM serving engines, well-versed in Python, C, and C++ programming, ML workload optimization

Experience

13 yrs 5 mos

Total Experience

4 yrs 5 mos

Average Tenure

7 yrs 6 mos

Current Experience

Intel corporation

AI Software Engineer

Nov 2018 – Present · 7 yrs 6 mos · India

AI workload enablement and Optimization, Inference optimization, SGLang serving, distributed training, and inference. Part of Intel’s GPU and Gaudi accelerator framework sw team, DL Topologies, Pytorch compilation (MLIR),Torch Inductor. Research and software development in the area of computer vision, Active learning, Self-supervised learning for vision.

PyTorchC (Programming Language)Deep LearningMachine Learning