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MNADITYA05/README.md
Typing SVG

Coding GIF

πŸš€ About Me

I'm Aditya, a final-year ECE undergraduate with peer-reviewed publications across Scopus and IEEE venues, and research experience at 5 national institutes including IITs, NITs, and IIIT. Currently pursuing B.Tech in ECE with a specialization in Data Science at SRM Institute of Science and Technology (2023 - 2027).

My work spans federated learning, medical image segmentation, and agentic LLM systems β€” deployed on edge hardware including Raspberry Pi and FPGA platforms.

  • Degree: B.Tech β€” ECE + Data Science @ SRMIST
  • Focus Area: Computer Vision & Agentic AI
  • Currently Learning: Advanced Deep Learning & Transformer Architectures
  • Currently Working On: ML Pipelines
  • Motto: "Where circuits meet code."
  • Open To: Research collaborations, internships & innovative projects

πŸ’» Fields of Interest

$ cat research_interests.txt

[CV]  Computer Vision       β†’ YOLOv11n | OpenCV | real-time defect detection
[BI]  Biomedical Imaging    β†’ liver tumour segmentation | dental radiographs | pneumonia detection
[GI]  Geospatial Imaging    β†’ land submergence analysis | Random Forest + XAI
[AA]  Agentic AI            β†’ LangGraph multi-agent pipelines | RAG systems
[XAI] Explainable AI        β†’ SHAP | Grad-CAM | clinical interpretability
[FL]  Federated Learning    β†’ edge deployment | FedDQPrune | TinyFedPrompt

πŸ› οΈ Tech Stack & Skills

🐍 Programming Languages (click to expand)

Python C R

πŸ€– Frameworks & Databases (click to expand)

PyTorch TensorFlow Hugging Face MySQL n8n

☁️ Cloud Platforms (click to expand)

AWS AWS IAM AWS Amplify AWS SES

πŸ”§ Developer Tools (click to expand)

Jupyter GitHub

πŸ“š Libraries (click to expand)

NumPy Pandas Matplotlib OpenCV


πŸ“Š GitHub Stats


πŸ“« Connect With Me

LinkedIn Β Β  Hugging Face Β Β  ResearchGate Β Β  Google Scholar Β Β  Gmail Β Β  Portfolio

⭐ Feel free to star repos you find interesting!

Pinned Loading

  1. MNADITYA05 MNADITYA05 Public

    Config files for my GitHub profile.

  2. TinyFedPrompt TinyFedPrompt Public

    Federated CoOp prompt tuning of BioMedCLIP for privacy-preserving pneumonia and COVID-19 detection on Raspberry Pi 4B

    Jupyter Notebook