Software Engineer

Aadya Doma

*****.****@*****.*** (***) *** - **** Chicago, IL LinkedIn

EDUCATION

University of Illinois Urbana-Champaign August 2021 - May 2025 Bachelor of Science: Computer Science GPA: 3.6 / 4.0 Urbana-Champaign, IL Relevant Coursework: Cloud Computing, Artificial Intelligence, Machine Learning, Algorithms and Models of Computation, Data Structures, Systems Programming, Discrete Structures, Computer Architecture, Statistics, Database Systems, Game Development, Linear Algebra, Compilers, Data Mining EXPERIENCE

Ford Motor Company May 2024 - August 2024

Software Engineering Intern Dearborn, MI

● Developed a data pipeline in Python that processed 10 million records daily, integrating real-time Kafka streams from Ford vehicle axle plants with GCP BigQuery to enable advanced analytics and ML capabilities for vehicle production.

● Enhanced data accuracy and performance by 20% by developing Python scripts using Apache Beam for data ingestion, transformation, and integration.

● Orchestrated the publication of processed datasets to Confluent Cloud Kafka topics and GCP Pub/Sub, facilitating seamless data flow for downstream applications and machine learning models. State Farm May 2023 - May 2024

Software Engineering Intern Champaign, IL

● Developed user-friendly internal full-stack application that hosts 5000+ rejected insurance claims using C#, SQL, MVC,

.NET6, reducing handling time by 15%.

● Developed a machine learning model using LightGBM and various regression algorithms such as Ridge and Decision Tree to calculate the complexity of migrating 10 critical technologies from on-premise to AWS cloud, optimizing the migration process by 30%.

● Leveraged Python libraries like numpy, scikit-learn, and pandas for data analysis and model training.

● Implemented an AWS Lambda function that automated the transfer of 2 TB of third-party files from AWS S3 to AWS Glacier, reducing storage costs by 10% and improving data management efficiency. Utilized AWS Athena for data querying and AWS Glacier for long-term data storage.

Ford Motor Company June 2020 - August 2021

Data Engineer Intern Dearborn, MI

● Created Hadoop based application to manage data effectively and efficiently producing results from 500 partner companies.

● Ensured maximum security for Ford customers by differentiating personal/sensitive data from other information.

● Managed databases containing over 10 terabytes of data for both Ford customers and partner companies by utilizing SQL. PROJECTS

LinkUp - Javascript (React), Python (Flask)May 2023 - June 2023

● Developed a scheduling application utilizing Microsoft Calendar API for enhanced employee collaboration through streamlined scheduling.

● Designed and implemented availability-matching algorithms to automate meeting scheduling by identifying overlapping free time between employees.

● Integrated a notification system with push notifications to alert users of scheduled meetings. FireFly - Javascript (React), Python (Flask)January 2023 - May 2023

● Developed an interactive song and artist guessing game leveraging Spotify API integration, allowing users to guess the song/artist via keyboard and microphone input.

● Implemented a mood analysis algorithm based on user’s Spotify playlist data, utilizing sentiment analysis to calculate a

"happiness level" score and provide personalized feedback to enhance user engagement. SKILLS AND CERTIFICATIONS

● Technical Skills: C++, Python, Kotlin, Java, HTML/CSS, C#, C, SQL, MVC, .NET6, Javascript, React, Artificial Intelligence, Machine Learning, Large Language Models, OCaml, GCP, AWS, Azure, Kafka

● Certifications: AWS Certified Cloud Practitioner

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