Vivek Pandey
Sr Business Intelligence Engineer @Tata Consultancy Services
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WORK HISTORY
Sr Business Intelligence Engineer @Tata Consultancy Services
Collaborated with business and cross-functional teams to define project objectives, gather requirements, and provide actionable insights. • Automated leadership weekly presentation by building Dashboard with dynamic images using open-source Java based BIRT reporting tool, saving up to hours of work annually • Built Computer vision solution in AWS Platform for digitization of millions of legal scanned pdf documents using Optical character recognition (OCR) technologies like AWS Textract, AWS Augmented AI, OpenCV, Tesseract, TensorFlow, Python • Handled feature engineering challenges; imputing missing data, data outliers, handling unbalanced data, data labeling. • Built Machine Learning (ML) solutions using AWS SageMaker Built-in Algorithms and used custom Python codes that used TensorFlow, PyTorch, Scikit-learn for model training • Evaluated models using Confusion Metrix, Recall, Precision, RMSE, ROC Curve • Designed, set up MLOps infrastructure with CI/CD in AWS SageMaker for ML workflow. • Hosted ML models by making use of Docker containers in AWS SageMaker • Evaluated multiple models on live traffic using SageMaker multi-variant endpoints • Ensured AWS SageMaker security by implementing IAM, encryption, private VPC endpoints, CloudWatch, and CloudTrail. • Optimized AWS SageMaker resources for ML projects, utilizing Managed Spot Training, Elastic Inference, and Automatic Scaling. • Proficient in writing optimized and efficient complex queries that can handle large datasets, optimizing query performance • Developed Stored Procedures, Packages, Triggers, user defined Functions in Oracle for implementing business logics and backend processes • Delivered reporting solutions with the help of tools namely SAP Business Objects (BO), Crystal Report, Tableau, and Oracle as data source. • Designed and executed robust data pipelines with the help of Oracle PL/SQL, Python, and AWS.
EDUCATION
Udacity
Machine Learning Engineer Nanodegree, Artificial Intelligence
Rajiv Gandhi Prodyogiki Vishwavidyalaya
Bachelor of Engineering (B.E.), Computer Science and Engineering
Udacity
Data Analyst Nanodegree, Data Science
SKILLS
ABOUT VIVEK PANDEY
13+ years of professional experience in designing and implementing Data Pipelines, Data…
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