Soumyata Jena

Atlanta, GA 470-***-**** adt9mk@r.postjobfree.com LinkedIn

SUMMARY

Master of Science in Information Systems student with 3 years of professional work experience, currently working as a Graduate Teaching Assistant. Looking for a career in Software Development domain. EDUCATION

Master of Science in Information Systems (Major: Big Data Management and Analytics), GPA: 4/4 Jul ‘23 Georgia State University, J. Mack Robinson School of Business, USA Bachelor of Technology in Computer Science and Engineering with Honors, GPA: 3.6/4 Apr ‘19 Biju Patnaik University of Technology, India

SKILLS

Programming Languages : C# (Microsoft .NET core, .NET framework, ASP.NET MVC), Python, R, Java Web Development Techs : Angular 7, HTML 5, CSS 3, Bootstrap 4/5, JavaScript, ReactJS Database Tools : SQL Server 12/19, MySQL, MongoDB

ML Techniques : ML Algorithms, Predictive Modelling, Hypothesis Testing, Visualization Big Data Tools : PySpark, Spark, Hadoop, Docker, Kubernetes, Keras, H2O, Google Cloud Services Project Management Tools : Jira, Azure Boards, TFS, SCRUM, Agile, Git PROFESSIONAL EXPERIENCE

ERNST & YOUNG, Bangalore, India Jan ‘22 - Aug ‘22

Full Stack Developer

• Developed error handling modules and managed code coverage of 97% using x-Unit and MOQ framework in UTC, resulting in a 25% decrease in production issues and a service failure rate of less than 2%.

• Fine-tuned stored procedures & SQL queries for efficient data retrieval averaging less than 1 millisecond per query and minimized data overload to enrich user experience.

• Conducted employee interviews and helped delivering over 100 hours of knowledge transfer sessions, and code reviews for team's new hires.

• Created acceptance test suites using BDD framework to assess web application’s behavior and user acceptance criteria. MINDTREE LIMITED, Bangalore, India Jun ‘19 - Jan ‘22 Technical Engineer

• Customized and accomplished process flow advancement with agile methodology, resulting in a 20% upsurge in development rate in each sprint cycle and consistent runtime errors below 1%.

• Upgraded codebase to a highly secured environment with Google AUTH 2.0 and two-step verification mode to ensure 2X security to client’s sensitive data.

• Implemented advanced Azure Cognitive Search filters enabling faster search queries with minimal overheads.

• Automated software delivery processes utilizing Azure CI/CD pipeline to maintain a consistent software release approach.

• Built dashboard with Bootstrap v4.0 for quicker page reloading, allowing customers to log troubleshooting issues. PROJECTS (GitHub_Repo)

Traffic Accidents Severity Prediction (Python, Pandas, Jupyter, ML Classification)

• Performed data wrangling and developed multi-classification models Naive Bayes, Random Forest, and KNN to predict severity of accidents by measuring traffic delays in the USA States with 81% accuracy. Customer Acquisition Cost Prediction (R, R-studio, H2o, ML Regression)

• Predicted cost of promotion for food marts across the USA aiding investments in product's advertising using regression models Neural Network, Ensemble using averaging and Decision Tree with best R2 and RMSE scores. Uber’s Price Prediction (PySpark, Databricks, Docker, ML Regression)

• Developed regression models Gradient Tree, Random Tree, and Decision Tree Regressors using Vector-Assembler and One-hot Encoding to predict Uber-trip prices based on several direct/indirect factors with R2 score of 0.98, RMSE of 0.23 and deployed in Docker desktop container.

CERTIFICATIONS (Certifications/Licenses)

SQL Agile Python Microservices ASP.NET Core HTML/CSS ACHIEVEMENTS

• Recognition : A-Team 2019-2021, Mindtree Hats Off 2020, Mindtree Mastermind 2022, EY

• Awards : President Award in Bharat Scouts and Guides, Key educator at the E-Learning NGO (eVidyaloka)

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