Vijitha Kanumuru
Senior Data Engineer @SGI
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WORK HISTORY
Senior Data Engineer @SGI
Saskatoon, SK, CA
EDUCATION
Saskatchewan Polytechnic
Postgraduate Degree, Artificial Intelligence
The University of Texas at Arlington
Master's degree, Management Information Systems, General
Sree vidyanikethan engineering college
Bachelor's degree, Computer Science
ABOUT VIJITHA KANUMURU
Extensive experience in Data Warehousing, Data Virtualization, Data Modeling, Big Data Analysis, and Data Science spanning over 6+ years in various domains. Ability to work on multiple areas like Data pipeline ETL, ELT, Data modeling design, writing complex SQL queries. Experience in developing and optimizing ETL, ELT pipelines, Big Data pipelines, and data-driven architectures. Experience with relational SQL and NoSQL databases, including Postgres, T-SQL, and MongoDB. Experience with both structured and unstructured databases, SQL, No-SQL, Relational Databases, Data lakes Expertise in performing exploratory data analysis (EDA) to understand and gain meaningful insights from the dataset and communicating with team members and stakeholders. Skilled in evaluating business requirements, identifying data migration challenges, and developing data migration plans Designed, developed, and implemented machine learning models and Deep Learning Models to solve real-world problems. Experience in building ML models using Gradient Descent, KNN, Decision trees, and ensembles such as Random Forest. Developed and Deployed machine learning models and algorithms for time series data analysis, anomaly detection, and forecasting. Knowledge in integrating data from multiple sources using Azure Data Factor and transforming data using Azure Databricks Extensive knowledge of Python and Machine Learning libraries such as TensorFlow, Keras, SciKit-Learn, Pandas, Matplotlib, Seaborn, NumPy, and PySpark. Experience in building NLP-based solutions like Data Tokenization, Named Entity Recognition (NER), Sentiment Analysis, and text/relationship extraction using SpaCy, NLTK, and BERT. Hands-on experience in Classification and Regression Models, Feature Engineering, Hyperparameter optimization, and model evaluation using loss function. Proficient in Agile methodologies such as Scrum. Facilitated Agile ceremonies, managed product backlogs, and delivered high-quality software products within strict deadlines
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