sanjjey R

sanjjey R

Associate II Software Engineer
India

About Me

The experienced Software Engineer specialized in model development and deployment of machine learning algorithms with 2.9 years of experience. Developed deep learning models for diverse applications. Strong debugging and…

Experience

Associate II Software Engineer

Capgemini Engineering-Global Edge Software Pvt.Ltd.
Apr 2022 - Present · 4 years 3 months

Experience with Data Pre-processing, Cleaning and Data post-processing.
Proficiency with Computer Vision's CNNs, Object detection and Image Classification.
Collaborated with a team of engineers to train and deploy a machine learning model as per Clients requirements.
Optimize and fine-tune machine learning models for accuracy and speed.
Developed and Implemented CI/CD pipelines using tools like MLOps.
An Engineer specializing in machine learning and deep learning models for computer vision applications.
Built expertise in optimizing the models for different hardware accelerators like CPU, GPU and DSP runtimes.
Designed and implemented applications using Amazon Web Services(Includes AWS Sagemaker, AWS EC2, AWS S3) for training and deployment.
Ensuring consistent and high quality annotations for machine learning by precisely labeling and annotating data in accordance with predefined guidelines and specifications.
Experience with Linux distributions such as Ubuntu.
Expertise in creating Javascript object Notation(JSON).
Documented code, methodologies and results for reproducibility and knowledge sharing.

Associate 2 software engineer

Capgemini Engineering Global edge software Pvt Ltd
Sep 2021 - Present · 4 years 10 months

Experience with Data Pre-processing, Cleaning and Data post-processing.
Proficiency with Computer Vision's CNNs, Object detection and Image Classification.
Collaborated with a team of engineers to train and deploy a machine learning model as per Clients requirements.
Optimize and fine-tune machine learning models for accuracy and speed.
Developed and Implemented CI/CD pipelines using tools like MLOps.
An Engineer specializing in machine learning and deep learning models for computer vision applications.
Built expertise in optimizing the models for different hardware accelerators like CPU, GPU and DSP runtimes.
Designed and implemented applications using Amazon Web Services(Includes AWS Sagemaker, AWS EC2, AWS S3) for
training and deployment.
Ensuring consistent and high quality annotations for machine learning by precisely labeling and annotating data in
accordance with predefined guidelines and specifications.
Experience with Linux distributions such as Ubuntu.
Expertise in creating Javascript object Notation(JSON).
Documented code, methodologies and results for reproducibility and knowledge sharing.

Skills

Neural Networks Linux OS Python Data Structures & Algorithms Classification Regression Clustering Deep Learning Convolutional Neural Networks Natural Language Processing Model Training Inferencing Optimization Deployment Docker Amazon Web Services Amazon SageMaker AWS S3 AWS EC2 NumPy Pandas Matplotlib Scikit-learn TensorFlow Keras OpenCV PyTorch TensorFlow Lite LabelImg WSL2 GitHub ADB Jupyter Notebook Google Colab CI/CD MLOps Ubuntu JSON Agile methodology
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