Cognitiv Benefits Overview

Design and maintain low-latency, high-throughput feature pipelines (batch, streaming, point-in-time), optimize large-scale deep learning training pipelines, integrate embeddings/LLMs for real-time serving, and establish monitoring, testing, and CI/CD standards. Partner with modeling, data science, and infrastructure teams to improve serving latency, training throughput, reliability, and scalability of ad-serving systems.

Design, build, and own backend services and APIs in .NET Core on AWS to power ContextGPT integrations. Drive partner and data-center integrations, resolve scaling challenges, improve performance and reliability, and take end-to-end ownership from design through production operations while collaborating with internal teams and external partners.

Lead architecture and long-term direction of a multi-petabyte data platform powering AI-driven advertising. Drive cross-team initiatives across data engineering, ML, and product; improve scalability, reliability, cost-efficiency, and operational excellence; mentor senior engineers and influence platform strategy and modernization.