Abhinaysai Kamineni
Building AI/ML systems that ship to real users
Arlington, VA
Joined July 2026
Network
3.5K connectionsSummary
Bridges research and production engineering: maintains a body of end-to-end projects that move from rigorous evaluation to production-ready systems, emphasizing reproducibility and real-user reliability. askmystack+1
MLOps and infrastructure-focused engineer: has hands-on experience building CI/CD automation, Kubernetes-based inference services, Airflow orchestration with Vault, Terraform provisioning, and observability stacks to keep ML systems running reliably at scale. askmystack
Biomedical signals and applied ML researcher: led a reproducible EEG seizure detection benchmark across many architecture families using the CHB-MIT pediatric corpus, combining signal processing, feature engineering, and modern model families. github+1
Active in academic and collaborative work: co-author on a 2023 conference paper and engaged in capstone research at GWU, indicating interest in publishing and open collaboration at the research-to-product boundary. researchgate+1
Work
Education
Projects
Writing
EEG seizure detection paper (capstone draft)
May 1, 2026Draft/paper associated with the capstone project benchmarking 15+ neural architectures on the CHB-MIT pediatric EEG dataset; aims to present subject-independent evaluation results and reproducible pipelines.
A Platform for Anonymous Tip-Off and Evidence Validation
July 1, 2023Conference paper describing a platform for anonymous tip submissions and evidence validation; covers encryption methods and system design considerations for secure anonymous reporting.