Software Developer

Soumya Mukhija

******.*******@*****.*** ● +1-863-***-****

linkedin.com/in/soumyamukhija ● github.com/soumyamukhija EDUCATION

The University of Texas at Dallas Richardson, TX

Master of Science in Computer Science Aug 2021-May 2023 Relevant Coursework: Operating Systems, Design and Analysis of Computer Algorithms, Machine Learning, Big Data and Management, Database Design, Information Retrieval, Computer Vision Jaypee University of Engineering & Technology Guna, India Bachelor of Technology in Computer Science Aug 2017-May 2021 Relevant Coursework: AI and Cognitive Sciences, Artificial Intelligence Lab, Data Science,Web Development, Systems and Network Programming, Software Engineering, Data Structures and Algorithms SKILLS

Languages: Java, Python, C, C++, Golang (Go), HTML, CSS, Javascript, Swift Platforms: Databricks, AWS, Github, Postman, Insomnia,Docker Frameworks & Technologies: Django, Flask, AngularJS, Node.js, ReactJS, Spark, Hadoop (HDFS), MapReduce, Git Libraries: NumPy, Pandas, TensorFlow, Matplotlib, NetworkX, GraphX, OpenCV, NLTK, PyTorch, Keras, Scikit-learn EXPERIENCE

Amazon.com, Inc Seattle, WA

Software Development Engineering Intern Sep 2022-Dec 2022

● Designed, documented, and implemented solution for managing an identifier variable in Alexa.

● Modified core architecture of Alexa SDK, which reduced the rate of invalid play queues from 15-17% to 9-11%, resulting in an overall 6% decrease in errors.

● Improved the quality of key performance indicators (KPIs) of Alexa by 20% with this change.

● Implemented timer for managing playback sessions and generalized code to be platform-independent. The University of Texas at Dallas Richardson, TX

Student AWS Developer May 2022-Aug 2022

● Generated alerts for the waiting customers in University’s tech-help, used by more than 500 students daily.

● Enabled auto-deletion of records that were more than 2 years old, hence clearing up to 79 GB space.

● Utilized tools such as S3, Lambda functions, EventBridge, and others in projects. ZopSmart Bengaluru, India

Software Engineering Intern Feb 2021-Jun 2021

● Led a team of 5 to create microservices for a finance-management application ‘MoneyGoal’ from scratch.

● Reduced operational time by migrating the payment-gateway microservice from PHP to Golang.

● Improved latency by migrating databases from MongoDB to MySQL and using Redis queues for user token management.

● Implemented REST APIs for the shopping-cart microservice in the online shopping portal for ‘Kroger’. SELECTED PROJECTS

Search Engine - Movie Summaries Jun 2022-Jul 2022

● Built a search engine for movie plot summaries using the tf-idf technique on a dataset of movie summaries from the Carnegie Movie Summary Corpus.

● Computes cosine similarity for queries with multiple terms and outputs top 10 documents with the highest similarity.

Sentiment Analysis - Twitter Jun 2022-Jul 2022

● Classifies tweets as “positive”, “neutral”, or “negative” by using a logistic regression classifier.

● Created pipelines for pre-processing and model building, and implemented efficient data storage and retrieval from Amazon’s AWS S3.

Globalshala Mobile Application Dec 2019-Dec 2019

● Developed a mobile application that helps students with the process of studying abroad.

● Predicts chances of admission, tracks the application process, and has a news feed for updates.

● Received 3rd prize out of 1900 teams in India in HackerEarth’s Globalshala Hackathon.

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