Yash Kumar

Experience

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  LinuxWorld Informatics Pvt Ltd

  Apr 2020 - Jun 2020

  - Acquired in-depth knowledge of machine learning (ML) and deep learning (DL) principles.- Gained expertise in integrating ML/DL models with DevOps practices for streamlined workflows.- Developed and deployed ML projects, implementing MLOps principles for automation and efficiency.- Hands-on experience with building scalable ML pipelines using tools like Docker.- Enhanced skills in continuous integration and continuous deployment (CI/CD) frameworks for ML model delivery and monitoring Show less - Gained a comprehensive understanding of Docker and Kubernetes, including cluster management and orchestration.- Learned to set up and manage Kubernetes clusters for scalable application deployment.- Developed proficiency in monitoring systems with Prometheus for real-time insights and metrics.- Acquired hands-on experience with Jenkins for continuous integration and continuous deployment (CI/CD) pipelines.- Implemented DevOps best practices to streamline and automate the software development lifecycle. Show less

  • Machine Learning on DevOps(MLOps) training

    Apr 2020 - Jun 2020

  • DevOps and Assembly lines training

    Apr 2020 - Jun 2020
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  ISmileTechnologies

  Jul 2020 - Oct 2020

  Data Scientist Intern

  * Worked on python libraries like sci-kit learn and matplotlib to visualize data.* Worked on extracting data from multiple sources using python request module and processed using Pandas library.* Developed data preprocessing pipelines to automate the data cleaning process for any structured data using meta-learning.

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  OptiSol Business Solutions

  Mar 2021 - Sept 2023

  - Developed and optimized machine learning models using TensorFlow and PyTorch for various applications, including real-time object detection and pose estimation.- Performed comprehensive research and initiated proof-of-concept projects, including shoplifting detection and PPE vest-helmet detection, to develop innovative solutions that meet client expectations.- Integrated MLflow for tracking experiments, model versions, and deployment configurations, ensuring reproducibility and streamlined model management.- Worked closely with a diverse team of data scientists and software engineers, fostering a culture of innovation and continuous improvement.- Collaborated in cross-functional project teams, contributing to the successful delivery of projects and ensuring client satisfaction.- Led project teams, providing technical guidance and mentorship to junior engineers, ensuring alignment with best practices and project objectives.- Operated in a fast-paced, dynamic startup environment, adapting quickly to new challenges and technologies. Show less - Engaged in client interactions to gather project specifications, discerning the specific objectives and desired outcomes.- Orchestrated the deployment of diverse deep learning models on AWS platforms, including Lambda, Fargate, and EC2, to meet clients' unique infrastructure preferences.- Developed backend modules for computer vision-based projects, catering to clients' requirements for Pose Estimation, Object Detection, and Gesture Recognition functionalities.- Integrated Docker and MLflow to streamline the containerization, tracking, and deployment of machine learning models, ensuring consistency and efficiency across environments.- Ensured seamless and proactive communication with clients throughout project lifecycles, fostering a collaborative and client-centric approach to problem-solving. Show less - Engaged in client interactions to gather project specifications, discerning the specific objectives and desired outcomes.- Orchestrated the deployment of diverse deep learning models on AWS platforms, including Lambda, Fargate, and EC2, to meet clients' unique infrastructure preferences.- Developed backend modules for computer vision-based projects, catering to clients' requirements for Pose Estimation, Object Detection, and Gesture Recognition functionalities.- Ensured seamless and proactive communication with clients throughout project lifecycles, fostering a collaborative and client-centric approach to problem-solving Show less

  • Machine Learning Engineer II

    Apr 2023 - Sept 2023

  • Machine Learning Engineer

    Jul 2021 - May 2023

  • Machine Learning Engineer

    Mar 2021 - Jul 2021
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  Tesco

  Dec 2023 - now

  Tesco Colleague

  - Assisted customers with locating products, providing excellent customer service and ensuring a positive shopping experience.- Collaborated with team members to ensure efficient store operations and customer satisfaction.- Developed strong communication and interpersonal skills through daily interactions with customers and colleagues.- Adapted quickly to a dynamic retail environment, demonstrating flexibility and teamwork.