Data Scientist
Fm Global
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Navya T is listed as Data Scientist at FM Global, based in United States, United States, United States. AeroLeads shows a matched LinkedIn profile for Navya T.
Navya T previously worked as Data Scientist at Purcellai and Graduate Teaching Assistant - Python, Linux/Shell Scripting at Arizona State University. Navya T holds Master'S Degree, Information Technology, 4/4 from Arizona State University.
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Email format at FM Global
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FM Global
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Profile bio
About Navya T
I am passionate about learning and applying the latest technologies and tools in data engineering and software development. I worked on various projects involving ETL data processing, data modeling, data storage, data analytics, AWS, Azure cloud, Linux Utilities.I have a strong foundation in Python, Java, SQL, ETL data pipelines, Apache Spark, Pyspark, data visualization and data structures and algorithms. I am interested in Machine Learning, Deep Learning, Big Data Analytics, Docker, Kubernetes, Middleware Programming. I am also AWS Certified Data Analytics Specialist and Microsoft Certified Technology Associate in .NET. I am eager to apply my knowledge and skills to new challenges and opportunities as a data engineer, ML Engineer. I am a hard-working, collaborative, and motivated team player who strives to deliver high-quality and data-driven solutions.
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5 roles
Navya T work experience
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Data Scientist
Current- Worked on requirements for displaying smart inhaler health metrics, IoT feedback through AI based mobile application
- Performed data processing – data cleaning, feature extraction, handled imbalanced dataset to ensure quality of input
- Created Common Table Expressions (CTE), joins, subqueries providing reporting solutions reducing query execution time by 30%
- Formulated Principal Component Analysis (PCA) for dimensionality reduction of customer data improving model accuracy by 25%
- Obtained correlation matrix to derive feature correlations - positive correlations, negative correlations between features
- Built classification models using Logistic regression, SVM, Decision Tree, Random Forest to predict respiratory diseases
May 2024 - Present
Graduate Teaching Assistant - Python, Linux/Shell Scripting
- Teaching assistant for Python, Machine Learning, UNIX Utilities, Shell Scripting courses and mentored around 100 students
- Supervised various student lead projects which employed machine learning algorithms like decision trees, Natural Language Processing (NLP), Supervised, Unsupervised Regression models, Neural Networks, Deep Learning.
- Participated in all phases of data mining – data collection, data cleaning, developing models, validation, and visualization to deliver data science projects.
Aug 2022 - Dec 2023
Data Specialist
- Performed data Extraction, Transforming and Loading (ETL) between different systems
- Wrote numerous complex SQL queries utilizing window functions for analysis and optimized the query performance by 70%
- Prepared Data pipelines to move data from source to destination scheduling by Airflow
- Built Data pipeline using AWS services and Airflow dependencies between AWS S3, AWS Lambda, AWS Glue and Redshift
- Migrated on-premise data to AWS cloud and achieved the company’s goal of quitting the existing datacenters that resulted in 40% reduced energy consumption on datacenters.
- Designed database schema and dimensional data modeling, implemented, and maintained pipelines for performance and scalability of Customer Data
Jul 2020 - Jul 2022
Data Specialist
- Written scripts to identify End of Life software deployed which was the potential risk to the client software environment
- Prepared dashboards and visualized data using ServiceNow, Tableau and Power BI to show KPI in client software environment
Jul 2018 - Jun 2020
2 education records
Navya T education
Master'S Degree, Information Technology, 4/4
Bachelor Of Technology (B.Tech.), Computer Science
FAQ
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What company does Navya T work for?
Navya T works for FM Global.
What is Navya T's role at FM Global?
Navya T is listed as Data Scientist at FM Global.
Where is Navya T based?
Navya T is based in United States, United States, United States while working with FM Global.
What companies has Navya T worked for?
Navya T has worked for Fm Global, Purcellai, Arizona State University, and Proteam Advisory Solutions Llp.
How can I contact Navya T?
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What schools did Navya T attend?
Navya T holds Master'S Degree, Information Technology, 4/4 from Arizona State University.
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