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Infra and Inference @ Primetrace | empti.in

About

Infrastructure and Inference Engineer with 5+ years of experience building and scaling high-traffic AWS infrastructure, GPU-based inference systems, and production Kubernetes platforms. Proven track record in load testing at 10M+ TPM scale, self-hosting ML models serving 30% of production traffic, and driving 68% inference cost reductions. Strong in Terraform IaC, CI/CD automation, and cloud security hardening.

Location

Bengaluru

AI stack

claude code

codex

hugging face

ChatGPT

Replicate

Zed

Work experience

Senior DevOps Engineer at Primetrace, Dec 2024 - Present · 1 yr 9 mos, Bengaluru, Karnataka, India

DevOps Engineer III at Ollion, Aug 2022 - Nov 2024 · 2 yrs 4 mos, Singapore

Senior Systems Engineer at Infosys, Jul 2022 - Aug 2022 · 2 mos, Pune District, Maharashtra, India, Worked as Cloud Developer for the largest private bank in the world. Migrated on-prem Redis to Azure Cache for Redis and Go apps to AKS. (April 2022 - July 2022)

Systems Engineer at Infosys, Mar 2021 - Jul 2022 · 1 yr 5 mos, Chandigarh, India, Worked as Cloud Engineer for a fortune 500, American MNC that provides financial technology services. Migrated on-prem apps to cloud (AKS) using terraform. (Mar 2021 - Mar 2022)

Systems Engineer Trainee at Infosys, Nov 2020 - Feb 2021 · 4 mos, Mysore, Karnataka, India, Trained as full stack developer. SQL Server - ASP.NET - Angular

Industrial Engineering Intern at Escorts Limited, Jun 2019 - Jul 2019 · 2 mos, Faridabad, Haryana, India, Provided key research for a project on Advanced Material Handling & Transportation using AGVs & AMRs

Education

Bachelor's degree, Electrical, Electronics and Communications Engineering, Maharaja Agrasen Institute Of Technology, Delhi

CBSE, Science, Apeejay School, Pitampura, New Delhi

Public links

github: https://github.com/emp7i

youtube.com: https://youtube.com/@MukundTiwari