Looking for a job

Yashaswi Nayak

@yashaswinayak

Message

I am a Senior MLOps Engineer specializing in scalable ML platforms, Vertex AI, and cost-optimized deployments.

India

Message

What I'm looking for

I seek senior MLOps or platform roles where I can build scalable, reliable ML infrastructure, drive cost and performance optimizations, and implement strong AI governance in collaborative, innovation-driven teams.

Seasoned Senior MLOps Engineer with over 8 years of experience building and scaling robust machine learning pipelines across GCP, Azure, and AWS. I have a proven track record of designing AI governance frameworks and deploying agentic LLMs using Gemini and LangChain Agents to build production-ready conversational and recommendation systems.

My expertise includes driving significant performance and cost optimizations, such as modernizing data workflows through upgrades like Airflow v1 to v2. I have experience using Ray and Kueue for deploying ML and LLM models. I specialize in containerization, CI/CD, MLflow, and Kubernetes to build reliable, efficient, and automated ML platforms.

Experience

Work history, roles, and key accomplishments

Current

Senior MLOps Engineer

Current

Mindvalley

Sep 2022 - Present (2 years 11 months)

Led AI governance policy and deployed an Agentic LLM using Gemini and LangChain Agents; designed load testing and migrated Kubeflow pipelines to Vertex AI yielding a projected USD 50,000 in operational savings.

Vertex AI Lang Chain Gemini Airflow Kubernetes Docker GCP CI CD

MLOps Engineer

Fractal Analytics

Oct 2020 - Aug 2022 (1 year 10 months)

Designed and implemented scalable training pipelines for batch and streaming NLP models with MLflow tracking and automated deployment; scaled TensorFlow models on AWS EKS and automated model health and deployment via Ansible.

MLFlow TensorFlow Ansible Python Minio S3 Model Monitoring

Senior Software Engineer

Mindtree Ltd.

Jan 2019 - Sep 2020 (1 year 8 months)

Led containerization and CI/CD automation for web apps and ML models using Docker and Jenkins, deploying to GCP Kubernetes; built Airflow ETL pipelines for large-scale stock market datasets and automated data evaluation workflows into PostgresDB.

Docker Jenkins GCP Kubernetes Airflow Python Postgres CI CD ETL

Software Engineer

Mindtree Ltd.

Jul 2016 - Dec 2018 (2 years 5 months)

Developed user interfaces and backend APIs for an Airline Administration System (MEAN stack) and built Node.js APIs for an HR Management System to streamline data integration and functionality.