# Mark Abramov

> Data/ML Software Engineer @ Capital One

Location: United States, United States
Profile: https://flows.cv/markabramov

## Work Experience
### Senior Full Stack Engineer @ Capital One
Jan 2024 – Present | New York City Metropolitan Area

### Senior Data Platform Engineer @ PepsiCo
Jan 2021 – Jan 2024
- Developed a brand-new User Acceptance Testing system for Business Intelligence dbt code changes from the ground up, including CI/CD, alerting, and a testing suite, decreasing system downtime by 20%.
- Designed and built a version-controlled system for deploying data observability Monte Carlo monitors with code. Conducted five training sessions for the data operations team, integrating iterative feedback. Implemented rigorous testing, pull request protocols, and CI/CD, collaborating with 38 contributors to enhance data reliability. Gave product feedback accepted by Monte Carlo into upgrades and roadmap. 
- Implement cost-saving measures and workflow optimizations, leading to significant financial savings in compute costs year-over-year and heightened developer productivity. Led initiatives ensuring compliance and data security in personally identifiable information (PII) management.
- Successfully managed two interns, guiding them to deliver project demos and tools that are now integral to the organization's daily operations. Both interns accepted full-time roles,
- Build new systems and processes to optimize business analytics and software development using industry-standard tools such as Python, Airflow, AWS, Azure, Snowflake, dbt, GitHub Actions, and Monte Carlo.

### Adjunct Lecturer, Computer Science Department @ Queens College
Jan 2019 – Jan 2022 | New York City Metropolitan Area
- Instructed evening courses to classes of 35-40 undergrad and grad students in:
1) data structures and algorithms in Java, and 
2) internet/web technologies, including full stack development and network protocols.
- Created and provided feedback on assignments, projects, and exams.
- Nominated for the President's Award for Excellence in Teaching.

### Software Data Engineer @ 1010data
Jan 2020 – Jan 2021 | New York, United States
- Built and deployed NoSQL big data products and solutions in Apache Airflow with cloud infrastructure and modern software tools.
- Ensured the Python ELT code for each dataset was well-designed and robust, and that the data were highly available and up-to-date.
- Planned around resource constraints (eg, CPU, disk, memory, network, server availability), monitored products to maintain healthy status, and discovered and repaired product bugs.

### Data Engineer @ Publicis Sapient
Jan 2019 – Jan 2020 | New York
- Prepared data for analytical and operational uses with SQL and Python.
- Built Python ETL pipelines to pull together data from different source systems into a Google Cloud Storage data lake and automated processes with Jenkins, Kubernetes, and Docker.
- Integrated, consolidated, and cleansed data for Google Cloud Platform systems, and structured data for use in individual analytics applications with Google’s BigQuery data warehouse.

### Intern Frontend Engineer @ SapientRazorfish
Jan 2018 – Jan 2018 | Greater New York City Area
- Pushed production code and provided responsive front-end development for the Mercedes-Benz and Freightliner Vans websites.
- Used agile methodology and modern web-dev tools to create a seamless and impressive experience for clients and customers.
- Employed React, Redux, and Contentful, collaborated with interns on an office navigation app to enhance office culture and accessibility.

### Programming & Entrepreneurship Fellow @ The Impact Fellowship
Jan 2017 – Jan 2018 | New York, NY
- Collaborated with leaders and CEOs from social startups, research institutions, and philanthropic organizations to address social issues.
- Developed and presented Confident.ly, a web app addressing Imposter Syndrome, using pair programming and data collection.
- Completed courses in software engineering and web development, covering React, Node, Express, Firebase, MongoDB, Solidity, and D3.

### Programming Instructor & Technical Coordinator @ iD Tech Camps
Jan 2017 – Jan 2017 | Columbia University, New York
- Taught coding and computer science fundamentals to beginners, guiding them in creating their initial projects.
- Delivered tailored courses in C++, Software Development, Scratch, Building a Computer, and Python to teen classes.
- Resolved software and hardware issues to maintain smooth camp operations.

### Head Instructor @ Jubilee Summer Enrichment Program
Jan 2015 – Jan 2016 | Greater New York City Area
- Instructed summer courses emphasizing the fusion of fun and science to ignite students' academic interests.
- Created and delivered daily STEM and humanities lessons to large, diverse groups of over 20 pre-teens.
- Managed and coordinated six teaching assistants and volunteers.


## Education
### Bachelor's degree in Computer Science
Queens College

### Android University in Mobile Development Bootcamp
CodePath


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

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Source: https://flows.cv/markabramov
JSON Resume: https://flows.cv/markabramov/resume.json
Last updated: 2026-04-05