About Me
I’m an undergraduate student pursuing B.Tech in AI & Machine Learning at GGSIPU, passionate about deep learning applications in healthcare and agriculture. Despite being early in my academic journey, I’ve already authored 2 IEEE publications and built production-ready MLOps systems deployed on AWS.
My projects range from achieving 97.23% accuracy in tomato leaf disease classification to developing serverless AI platforms with sub-2 second response times, demonstrating both research capability and practical engineering skills.
Current Project
🏥 MP4-to-DICOM Project (Mentored by Prof. Dr. Deepak Agrawal, AIIMS Delhi)
Contributing to an engineering-driven pipeline under the guidance of Prof. Dr. Deepak Agrawal at AIIMS Delhi, aimed at automating MP4-to-DICOM conversion for radiology workflows:
- Objective: Streamline medical imaging workflows through automated video-to-DICOM conversion
- Approach: System design and iterative MLOps pipeline development
- Technology Stack: Currently evaluating tools for reproducibility and production deployment
- Context: While not formally assigned by AIIMS, the project is intended to aid radiological infrastructure at the institute and aligns with ICMR priorities
Navigate My Work
| Section | Description |
|---|---|
| Projects | End-to-end ML pipelines and production systems |
| Publications | 2× IEEE research papers and conference contributions |
| Experience | Academic projects and internship experiences |
| Skills | Technical expertise in ML, MLOps, and cloud technologies |
| Blogs | Technical insights and implementation guides |
| Achievements | Awards, certifications, and recognition |
| CV | Complete Resume |
Recent Highlights
- 🎯 97.23% accuracy achieved in tomato leaf disease classification using optimized Xception model
- 🚀 Production deployment of serverless AI platforms with 99.9% availability
- 📊 MLOps expertise demonstrated through containerized pipelines and automated CI/CD workflows
- 🔬 Research leadership in medical imaging calibration and uncertainty quantification
Let’s Connect
Ready to collaborate on cutting-edge AI research or discuss MLOps strategies?
- 🔗 GitHub - Explore my open-source contributions
- 📱 LinkedIn - Professional network and updates
- 🧠 LeetCode - Problem-solving journey and algorithms
- 📧 Email - Direct communication for opportunities
“Building the future of AI through rigorous research and robust engineering”