Sandip Ganage

AI Researcher

Pune, Maharashtra, India12 yrs 6 mos experience

Highly StableAI Enabled

Key Highlights

Expert in deep learning and GPU-based algorithms.
Proven experience in high performance computing frameworks.
Strong background in medical imaging and AI technologies.

Stackforce AI infers this person is a highly skilled data scientist specializing in deep learning and high-performance computing for healthcare applications.

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Skills

Core Skills

Deep LearningMachine LearningHigh Performance Computing (hpc)

Other Skills

AlgorithmsArtificial Neural NetworksBERT (Language Model)CCUDACaffeGPGPUGenerative AILarge Language Models (LLM)Medical ImagingNatural Language Processing (NLP)OpenCLParallel ProgrammingPython (Programming Language)TensorFlow

Experience

Kaiser permanente

Principal Data Scientist

Aug 2024 – Present · 1 yr 7 mos · Pune, Maharashtra, India · Hybrid

Wolters kluwer

Senior Data Scientist

Dec 2021 – Aug 2024 · 2 yrs 8 mos · Pune, Maharashtra, India

Aira matrix

Senior Software Engineer

Aug 2014 – Dec 2021 · 7 yrs 4 mos · Mumbai Metropolitan Region

Roles and Responsibilities -
GPU based algorithm development using NVIDIA CUDA and CUDNN. Validation, verification and tweaking of the developed algorithms on GPU.
Design and implementation of jcuda, jcudnn based parallel efficient framework of Multi-Node Multi-GPU framework using Altair’s PBS-Pro. Design and development of windows and linux based cuda, cudnn based parallel efficient framework of Multi-Node Multi-GPU framework using Slurm
Train, validate and porting of deep learning models for Object Detection/Classification, Pattern Recognition, Instance-based image Segmentation of Histopathological images.
Porting of deep learning models trained on different frameworks like caffe, tensorflow on HPC Framework.
Optimize deep learning model performance using Nvidia TensorRT

CUDACDeep LearningMachine LearningAlgorithmsTensorFlow