# Daniel Sabanov

> Software Engineer | MEng Computer Science & Applications | BS Computer Modeling & Data Analytics | BS Computer Science

Location: San Francisco, California, United States
Profile: https://flows.cv/danielsabanov

- Masters of Engineering in Computer Science Applications from Virginia Tech.
- Strong knowledge of procedural, functional, and object oriented paradigms.
- Experience with high performance computing.
- Hands on experience with working with AWS.
- Solutions oriented.
- Team player.

As a dedicated software engineer, I am deeply passionate about tackling complex problems and creating innovative solutions. My experience spans a variety of tools, ranging from AWS to Grafana. My academic background includes focused studies in high-performance computing and machine learning, providing a solid foundation for my work in the field. I am committed to further enhancing my expertise and refining my skills in order to contribute effectively to the ever-evolving world of technology.

## Work Experience
### Software Engineer I @ Clari
Jan 2024 – Jan 2025 | Sunnyvale, California, United States
- Developed data retrieval and preprocessing components for an Amazon SageMaker ML pipeline, supporting both training and inference workflows.
- Built Athena and Trino queries and Python-based data loaders using awswrangler and pandas to retrieve and prepare large-scale training and inference datasets.
- Partnered with the data lake team to optimize queries and migrate data, reducing inference API response times by 25%.
- Evaluated and integrated an open-source LLM proxy solution into Kubernetes infrastructure, enhancing scalability and resilience.
- Created CI/CD tests for Flagger Canary rollouts and extended GitHub Actions pipelines to improve deployment reliability.
- Implemented an automated data retrieval workflow for customer performance reports using n8n and Trino, enabling scalable, reliable report generation.

### Data Platform Engineer Intern @ Clari
Jan 2023 – Jan 2023 | California, United States
- Designed and implemented an efficient pipeline leveraging AWS Lambda and SQS for optimal performance.
- Automated the retrieval of customers’ quarterly performance data from the company’s database and APIs, enhancing efficiency.
- Streamlined the upload process of summary statistics, contributing to a more seamless data management workflow.
- Collaborated closely with seasoned engineers and analysts to uphold and enhance the quality of the product.
- Worked in tandem with experienced team members, leveraging their insights and guidance to contribute effectively to project goals.

### Software Engineer Intern @ Synthesized
Jan 2022 – Jan 2022 | London, England, United Kingdom
- Took responsibility for refactoring an automated tool dedicated to evaluating synthetic data quality across diverse metrics.
- Implemented crucial enhancements to improve result visualization, fostering a more intuitive understanding of data quality assessments.
- Facilitated systematic result logging in a database, ensuring comprehensive tracking and analysis capabilities.

### Software Engineering Intern @ Synthesized
Jan 2022 – Jan 2022
- Conducted a thorough evaluation of the company’s data synthesis tools, benchmarking them against industry competitors and traditional methods.
- Utilized statistical metrics and applied machine learning techniques to assess performance, ensuring a robust and well-informed analysis.

### CMDA Consultant @ Virginia Tech
Jan 2021 – Jan 2021 | Blacksburg, Virginia, United States
Helping students with their programming assignments in C, Java, and Python.  Primarily giving pointers and answering questions  regarding programming language  syntax and  mechanics  as well as  guiding  the students to  properly think about the tasks that their programs need to achieve.

### Math and science tutor @ Self-employed
Jan 2017 – Jan 2019 | Gilroy, California


## Education
### Master of Engineering - MEng in Computer Science and Applications
Virginia Tech

### Bachelor's degree in Computer Modeling and Data Analytics
Virginia Tech

### Bachelor of Science - BS in Computer Science
Virginia Tech

### Dual Enrollment
UCLA

### Dual Enrollment
Jessup University


## Contact & Social
- LinkedIn: https://linkedin.com/in/uppercamelcase

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Source: https://flows.cv/danielsabanov
JSON Resume: https://flows.cv/danielsabanov/resume.json
Last updated: 2026-03-29