Sudha Kavya
Dallas, TX
OBJECTIVE
Highly skilled and results-driven professional with a strong background in business analysis, process modeling, and technical environments. Seeking a challenging position where I can utilize my expertise to deliver high-quality business solutions that align with stated requirements and uphold departmental standards. Committed to managing projects effectively, ensuring on-time delivery, and fostering effective communication with customers and key stakeholders.
TECHNICAL SKILLS AND CERTIFICATIONS
Programming: Python, R, C, C++, Java, Windows PowerShell, ARM template
Data Visualization: Power BI, MS Excel, Tableau
Big Data: Hadoop, Flume, Hive, Map/Reduce, Spark, Sqoop, Data Mining, and Modeling
Cloud Platforms: Microsoft Azure, Amazon Web Services
Databases: MYSQL, MongoDB, SQL Server
Tools/ Technologies: TensorFlow, Pytorch, NumPy, Pandas, OpenCV, CNN, RNN, Sklearn, Terraform, Jenkins, Docker, Eclipse, Visual Studio Code, GitHub, Microsoft PowerPoint, Microsoft Word, Microsoft Project
Certifications: Data science, Microsoft Azure Administrator (AZ-104), Microsoft Azure Fundamentals (AZ-900), Python, AWS cloud – Going Cloud-Native, Migrating to the Cloud, AWS Cloud Practitioner
PROFESSIONAL EXPERIENCE
Spektra Systems LLC,
Bangalore, India
Clients: Microsoft, Sampliner, data bricks Sep 2020– Aug 2022
Associate Cloud Consultant Azure Cloud, Python, Power BI, MS Excel, GitHub, PowerShell Script
Automated the 15+ end-to-end Microsoft labs by using ARM Template, Python, and PowerShell Scripts for Clients to provide a stimulative and demonstrative way to learn through reliable hands-on labs.
Monitored the Azure cost spent by using Power BI Dashboard and prepared reports to the manager, which increased the Organization’s profit by 15%
Installed, configured, administrated, managed, and supported Azure Virtual machine, Azure Backup, Azure Storage, Monitor, Virtual Network, Load Balancers, Azure Active Directory Domain Services (AADDS), Kubernetes, Docker.
Tested the 18+ Microsoft official curriculum labs and modified the Microsoft lab guides in GitHub for making learning easy for the users.
Provided expert advice, assessed alternative solutions, estimated effort, and value, ensured the accuracy of work, prioritized tasks, communicated effectively, proactively managed risks and issues, and fulfilled other directives from leadership.
ACADEMIC & PERSONAL PROJECTS
Predicting StarCraft Player Rank using Dataset
(Python, logistic regression, random forests, gradient boosting) May 2023
Developed a predictive model using performance data from ranked games to accurately predict a player's rank.
Through exploratory data analysis, data transformation and preprocessing, feature selection, model building, and evaluation, we will create a reliable model capable of predicting player ranks based on their in-game performance.
Flight Data Analysis (Hadoop, HDFS, Sqoop, Hive, Python) Apr 2023
Analyzed flight datasets using Python, Hadoop, and Hive, and uncovered key insights into causes of delays and cancellations, contributing to operational improvements.
Leveraged advanced querying and distributed computing capabilities of Hive for efficient data processing.
Presented findings and recommendations, highlighting the value of data-driven decision-making.
Video Game Database System (SQL, Oracle DB) Nov 2022
Performed data modeling, designed the ER diagrams, and normalized the tables to 3NF in Oracle SQL developer.
Curated DDL, DML Scripts, and advanced SQL queries to maintain records.
EDUCATION
The University of Texas at Dallas (UTD) – Richardson, TX, USA Dec 2023
Master of Science, Information Technology and Management GPA:3.9/4.0
Dean’s Excellence Scholarship
Key Coursework: Big Data, Advanced Statistics for Data Science, Database Foundation for business analytics, Agile methodologies, Cloud Computing (AWS), Machine Learning with GCP, OOPS With Python, Spreadsheet Modeling
REVA University - Bangalore, Karnataka, India June 2021
B.S., Computer science (Specialization in Cloud Computing and Big Data) GPA: 3.8/4.0