12+ Years of Experience in Production Support, DevOps, and Database Engineering. Specializing in Industrializing AI: Scaling LLMs and ML Pipelines from Sandbox to Production.
- Food Price Sentinel: A real-time MLOps pipeline using Kafka, Python, and PostgreSQL to detect global commodity price anomalies.
- SafeWatchKids: A cross-platform identity governance tool for safe digital parenting.
📫 Reach me: LinkedIn
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High-throughput MLOps pipeline using Kafka and ArgoCD. Orchestrates real-time feature engineering and anomaly detection for global commodities with PostgreSQL and Valkey. |
Automated provisioning of an Amazon SageMaker environment using Terraform. Includes VPC networking, IAM roles for least-privilege access, and EKS cluster setup for distributed training. |
- Infrastructure: Kubernetes (EKS/Kind), Terraform, AWS, ArgoCD, Docker.
- MLOps: Kafka, Aiven (PostgreSQL/Valkey), SageMaker, Ollama/Local LLM Benchmarking.
- Databases: Oracle (RAC/Exadata), PeopleSoft, PostgreSQL, Redis/Valkey.
- Infrastructure as Code: Automating ML environments to eliminate "it works on my laptop" syndrome.
- Data Integrity: Applying DBA-level rigor to Feature Stores and Data Versioning (DVC).
- Observability: Moving beyond system health to monitor Model Drift and Performance Decay.
- From DBA to MLOps: Specialized in architecting high-throughput data bridges between Legacy RDBMS (Oracle/PeopleSoft) and modern ML Feature Stores.
- Best Practices to Use free ChatGPT as a Coding Assistant (Without Losing Your Sanity)
- Python at Warp Speed: Why UV is the New Standard for AI/ML Development
- Managed Fargate Service with AWS Batch for S3 Object Copying.
- 🔒 Closed issue #1 in premprakash-gupta/Campus-Placement
- 🎉 Merged PR #3 in premprakash-gupta/Campus-Placement
- 💪 Opened PR #3 in premprakash-gupta/Campus-Placement
- 🎉 Merged PR #2 in premprakash-gupta/Campus-Placement
- 💪 Opened PR #2 in premprakash-gupta/Campus-Placement
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