Muthu Portfolio
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Muthukamalan.M
👨💼 Professional Summary
Machine Learning Engineer with over 5+ years of experience applying an engineering-driven approach to design, build, and scale end-to-end machine learning systems proven expertise in building production-grade ML systems and operationalizing AI solutions at scale.
Work Experience
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Personal Projects
| Project | Objective | Description |
|---|---|---|
| Low Level Designs | ||
| Static Blog Site | ||
| Microservices in K8s | ||
| Credit Risk Modeling in Azure | ||
| Unsolved MNIST | 99.4% Val Accuracy in <=20K params and <=20 Epochs | This project helps to understand of CNN archiecture with optimizer and Loss functions |
| YoloV3 | ||
| UNet | ||
| VAE | ||
| FemtoGPT | ||
| FemtoFusion | ||
| ModelServe | ||
| K8sServe | ||
| Agentic RAG |
Technical Skills
| Languages |   |
| OS & Terminal |   |
| Editor’s Choice |  ,  ,  |
| Backend Development |     |
| Data Science & Machine Learning |      |
| Machine Learning |      |
| AI |   |
| Cloud & Deployment |   |
| Observability |   |
| Testing |   |
| Web-Automation |  |
| IaC |  |
| Automation |   |
| Cloud |   |
| Version Control |    |
| Database |  |
| ETL |  |
| Workflow Orchestrator |  |
| Notetaking |  |
Education
Certifications
Voluntering
Sports
