Teams at Egnyte

Develop and optimize small language models using Hugging Face, TRL, LoRA, QLoRA, and PEFT. Build MLOps pipelines, optimize models through quantization and distillation, deploy them to edge and mobile environments, and monitor production performance. Evaluate model quality with benchmarking frameworks and custom evaluation suites while meeting strict latency and hardware utilization targets.

Develop scalable Python backend services and secure APIs while designing and maintaining automated UI and backend testing frameworks. Integrate tests into CI/CD pipelines, support unit through end-to-end testing, identify and track defects, and contribute to code reviews and quality standards. The role bridges software development and quality assurance in an Agile/Scrum environment.

Own and optimize the commercial renewal process to maximize retention and expansion. Develop renewal strategies, forecast renewals, coordinate cross-functional stakeholders, remediate at-risk accounts, and ensure consistent best-practice execution. Drive communication between Sales, Customer Success, Sales Ops, and Finance to meet revenue retention goals.