💡 Passionate about advancing ML solutions from ideation to deployment.
✉️ Reach me at [email protected] – I'll respond as soon as possible!
📄 Visit my Website for more details, and let’s connect!
| Category | Subcategory | Tools |
|---|---|---|
| Programming & Frameworks | Languages | |
| Web Frameworks | ||
| Machine Learning | Traditional ML | |
| LLM Frameworks | ||
| Data Engineering | Big Data | |
| Data Analysis | ||
| Visualization & Frontend | Data Visualization | |
| App Frameworks | ||
| MLOps & Deployment | Model Serving | |
| Experiment Tracking | ||
| CI/CD | ||
| Cloud Platforms | AWS | |
| GCP | ||
| Container & Orchestration | Containerization | |
| Data & Storage | Databases | |
| Database Tools | ||
| Dev Environment | IDEs & Tools | |
| OS & Hardware | Platforms |
Nov 2024 – Present | Pune, India
Tech Stack: Python, GCP, LangGraph, FastAPI, Jenkins, SQLModel, Alembic
- Improved and maintained a Multi-Agent Framework using LangGraph, facilitating model-agnostic and multi-model interactions
- Implemented robust database migration strategies utilizing Alembic, ensuring seamless schema evolution and version control
- Integrated Langfuse and New Relic for efficient tracking and management of artifacts
- Deployed scalable applications on Google Cloud Platform (GCP) leveraging Vertex AI and Cloud Run
- Established standardized CI/CD pipeline used by 40+ Agentic projects using Jenkins, saving developer time and eliminating redundant pipelines
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
- Leveraged MLflow for model management and TensorFlow for efficient training, achieving ultra-low latency
| 🎁 Projects | 🤖 Colab | ⭐ Stars | 📚 Forks | 🛎 Issues | 📬 Pull requests |
| Agentic Data Analysis with Google ADK | |||||
| PDF2Podcast | Run & Deploy | ||||
| One Click Resume Optimiser | Run | ||||
| What's this Rock - Telegram | Run & Deploy | ||||
| Indian ALPR System - GCP | Run & Deploy | ||||
| Covid-19 Classifier & Dashboard | Run & Deploy |
- 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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