💡 Passionate about advancing ML solutions from ideation to deployment.
✉️ Reach me at udaylunawat@gmail.com – I'll respond as soon as possible!
📄 Visit my Website for more details, and let’s connect!
| Category | Subcategory | Tools |
|---|---|---|
| Programming & Frameworks |  |
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| Machine Learning |    |
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| Data Analysis |   |
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| Visualization & Frontend | Data Visualization |      |
| Frontend |  |
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| MLOps & Model Deployment | Model Management & Serving |  |
| Annotation & Labeling |  |
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| Experiment Tracking |  |
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| CI/CD |  |
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| Cloud Platforms | AWS |     |
| GCP |    |
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| Containerization & Orchestration | Containerization |  |
| Data & Storage | Databases |   |
| Dev Environment | IDEs & Tools |   |
| Operating System & Platform | Operating Systems |    |
| Platform |  |
I’ve harnessed open-source tools to deploy scalable, reliable, and secure ML solutions:
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Senior MLOps Engineer
- Tech Stack: Python, MLflow, Label Studio, GitHub Actions, GCP
- Deployed and managed ML workflows with Label Studio for feedback and enhanced model accuracy.
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Machine Learning Engineer - MLOps
- Tech Stack: Python, MLflow, AWS, TensorFlow, nbdev, pruning, quantization
- Engineered real-time liveliness detection with AWS and optimized MLOps through modular script design, enhancing maintainability.
- Leveraged MLflow for model management and TensorFlow for efficient model training, achieving ultra-low latency with AWS integration.
| 🎁 Projects | 🤖 Colab | ⭐ Stars | 📚 Forks | 🛎 Issues | 📬 Pull requests |
| One Click Resume Optimiser | Run | ||||
| What's this Rock - Telegram | Run & Deploy |  |
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| Indian ALPR System - GCP | Run & Deploy |  |
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| Covid-19 Classifier & Dashboard | Run & Deploy |  |
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- Resume Optimiser
Rewrite your resume into a single page optimised resume based on entered Job Description
- Whats-this-Rock
An Image Classification pipeline for identifying rocks deployed as a Telegram Bot
- ALPR-India
An end-end Deep Learning ALPR project on which you can play around with opencv morphological options and OCR
- Covid-19 Classifier & Dashboard
An end-end Deep Learning based Covid-19 CT-scan Classification project with 97% accuracy and live Dashboard.
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Known on the internet as udaylunawat
|
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