Thilak Kumar A
AI/ML Engineer | AWS Certified | Data Analytics (M.S.) | GenAI & NLP Specialist | Architect: Scalable Cloud ML Pipelines | Power BI Expert | Driving Business Results with Intelligent Solutions
- Role
- Lead Machine Learning Platform Engineer at Deloitte
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Thilak Kumar A
Cloud Developer specializing in AWS infrastructure, Infrastructure as Code (Terraform)…
Experience
Lead Machine Learning Platform Engineer
Jun 2024 — Present · Seattle, WA, US
Architected and launched end-to-end ML pipelines on AWS SageMaker (CI/CD, MLflow, 150+ annual deployments) to raise business forecasting accuracy by 18%- Engineered event-driven ETL architectures with Kinesis, Lambda, Glue, and Redshift, reducing data latency and boosting SLA adherence- Developed secure microservices (FastAPI, Docker, ECS/EKS), improving deployment speed and enabling autoscaling production environments- Integrated enterprise monitoring (Prometheus, Grafana, CloudWatch), reducing MTTR by 12%- Enforced API security and DevSecOps best practices, lowering vulnerabilities by 30%.
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