Abhishek J.

Machine Learning Software Engineer @Allegheny County Department of Human Services

Pittsburgh, PA, US

Design and implement high-quality, modular, and maintainable Python applications using modern software engineering practices- Write well-documented, clean, and testable code that supports rapid experimentation and reproducibility- Develop and manage CI/CD pipelines using tools like GitHub Actions, Docker, Airflow, and pytest to support reliable deployment workflows- Automate software builds, testing, quality control, and release processes- Orchestrate containerized applications and workflows, ensuring efficient and repeatable deployments in both research and production environments- Collaborate with applied researchers and data scientists to understand experimental goals and translate them into robust, production-ready software systems- Build tools and services to support data acquisition, preprocessing, model training, evaluation, and deployment- Ensure reproducibility and auditability across the entire model development lifecycle- Work with relational databases, implementing schema designs and optimizing queries for performance and integrity- Provide support and training to internal users for onboarding, troubleshooting, and adopting internal tools and frameworks- Create and maintain technical documentation and onboarding guides to ensure maintainability and accessibility of software systems- Engage in basic model development, diagnostics, and evaluation, with guidance from research or data science teams- Support model serving, inference orchestration, and post-deployment monitoring in production environments.

Chaitanya Bharathi Institute Of Technology

Bachelor of Engineering - BE

George Mason University

Master's degree