Software Engineer Machine Learning

Kriti Asija

213-***-**** # *****.*******@*****.*** Ñ Los Angeles, CA ï kriti-asija

SUMMARY

Versatile Software Engineer with 4+ years of experience in developing, testing, and deploying full-stack software solutions and microservices. Skilled in creating scalable cloud architectures and implementing machine learning models, with a proven track record of optimizing systems and delivering high-impact results at leading tech companies.

EDUCATION

University of Southern California May 2023 - Dec 2024 Master of Science in Computer Science (Honors) GPA : 3.95/4 Los Angeles, USA

• Coursework: Analysis of Algorithms and Data Structures, Database Systems, Machine Learning, Applied Natural Language Processing, Deep Learning and its Applications, Information Retrieval and Web Search Engines, Robotics Thapar Institute of Engineering and Technology Jul 2015 - Jun 2019 Bachelor of Engineering in Software Engineering GPA : 3.6/4 Patiala, India WORK EXPERIENCE

Amazon Software Development Engineer Intern Jun 2024 - Aug 2024

• Created Reader Achievements experience for the Ultimate Reading Challenge Project as part of Goodreads Tech using Java, React framework, HTML, CSS and JavaScript.

• Leveraged Java and DynamoDB to fetch and process data for the Ultimate Reading Challenge Project.

• Made React-based enhancements to the Goodreads homepage, improving functionality and user experience.

• Crafted comprehensive unit tests to ensure software maintainability and reliability. Oracle Software Engineer Aug 2021 - Apr 2023

• Designed Elasticsearch queries to smoothly retrieve and store data in ElasticSearch, enhancing efficiency.

• Harnessed Java and SpringBoot to schedule API repetition at specific intervals using a Quartz scheduling tool, boosting project performance by 20%.

• Led implementation of Spring Boot Security OAuth framework to safeguard applications.

• Architected Kafka infrastructure to streamlining data flow across various SpringBoot applications. Amdocs Software Engineer Jul 2019 - Jul 2021

• Employed Java, REST APIs, SpringBoot, and Amdocs’ inline tools to develop and maintain an order orchestration product to automate product delivery for Telstra.

• Migrated a legacy system from Informatica ActiveVOS to a RESTful web application resulting in a 60% reduction in infrastructure costs and developed a Db purging tool to decrease data retrieval times by 50%.

• Handled development and infrastructure failures on production servers and implemented necessary corrections. TECHNICAL SKILLS

Languages and Databases:Java, Python, C/C++, HTML, CSS, JavaScript, MySQL, NoSQL, Vector Databases Technologies: Microservices, Docker, Kubernetes, SpringBoot, REST/SOAP APIs, Git, Linux, CI/CD, Message Queues Libraries/Frameworks: React, Numpy, Pandas, Matplotlib, Tensorflow, PyTorch, Scikit-learn Cloud Platforms: AWS (EC2, S3, Lambda, SageMaker, RDS, DynamoDB) and GCP (Compute Engine, BigQuery) Developer Tools: Postman, Jupyter, Jenkins, Bitbucket, Visual Studio Code, JIRA, Confluence PROJECTS

Paraphrase Identification Siamese BERT, Pandas, PyTorch, Sklearn, Matplotlib, Python Aug 2023 - Dec 2023

• Implemented a binary classification model using Siamese BERT for paraphrase identification

• Utilized TwitterPPDB and Quora Question Pairs datasets for training and validation

• Achieved an accuracy of 88.56% on Quora Question Pairs and 89.18% on TwitterPPDB LEADERSHIP AND INVOLVEMENT

• Mentored and guided new international students at USC as a Peer Mentor.

• Volunteered to organize bi-weekly fun activities, boosting motivation and driving engagement among team members

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