class MithunArulmani:
def __init__(self):
self.name = "Mithun Arulmani"
self.role = "ML & AI Researcher"
self.education = {
"institute": "Lovely Professional University",
"major": "Computer Science and Engineering with Artificial Intelligence and Machine Learning",
"year": "Pre-Final Year",
"cgpa": 8.78
}
self.research_areas = [
"Deep Learning",
"Computer Vision",
"Natural Language Processing",
"Physics-Informed ML"
]
self.currently_learning = [
"Machine Learning Operations",
"Reinforcement Learning",
"Multimodal AI"
]
def say_hi(self):
print("Thanks for dropping by! Let's build something amazing together!")
me = MithunArulmani()
me.say_hi()- 🧠 Deep Learning Research: Pushing boundaries in neural network architectures
- 👁️ Computer Vision: Developing intelligent visual systems
- 📊 ML Engineering: Building scalable and efficient ML pipelines
- 🤝 Open to Collaborate: Always excited about innovative AI projects!
| Course | Institution | Focus Area |
|---|---|---|
| Introduction to Machine Learning | IIT'M NPTEL | ML Fundamentals & Applications |
| Deep Learning Specialization | DeepLearning.ai | Deep Learning Foundations |
| Django for EveryBody | University of Michian | Web Development using Django |
mindmap
root((Mithun's Focus))
Research
Gated-Transformers for Hyper Spectral Image Anomoly Detection
Gated-Transformers for Brain Tumor Segmentation
Learning
Machine Learning Operations
Reinforcement Learning
Multimodal AI Systems
Projects
Deep Learning Applications
Computer Vision Systems
NLP Solutions
Generative AI Applications
| Project | Description | Tech Stack | Highlight |
|---|---|---|---|
| **🧠 Brain Tumor Detection ** | Advanced Attention augmented UNet using deep learning | Tensorflow, BRA-TS | 95.5% Accuracy |
| ♟️ AramAI | A Personal Legal Assistant | RAG, Langchain | Top 10 in Hackathon |
| 🔮 Coming Soon... | Stay tuned for more exciting projects! | - | - |
graph LR
A[AI Research] --> B[Deep Learning]
A --> C[Computer Vision]
A --> D[NLP]
A --> E[Gated-Transformer]
A --> F[Physics-Informed ML]
B --> G[Transformers]
B --> H[Neural Architecture Search]
C --> I[Object Detection]
C --> J[Image Segmentation]
D --> K[LLMs]
D --> L[Text Generation]
E --> M[Hyper Spectral Image Anomaly Detection]
E --> N[Brain Tumor Segmentation]
%% Theme: Pastel High Contrast (GitHub Safe)
%% Root
style A fill:#FFB74D,stroke:#F57C00,color:#000000
%% Major branches
style B fill:#64B5F6,stroke:#1E88E5,color:#000000
style C fill:#4DD0E1,stroke:#0097A7,color:#000000
style D fill:#81C784,stroke:#43A047,color:#000000
style E fill:#BA68C8,stroke:#8E24AA,color:#000000
style F fill:#FFD54F,stroke:#FBC02D,color:#000000
%% Subnodes (lighter)
style G fill:#90CAF9,stroke:#1E88E5,color:#000000
style H fill:#90CAF9,stroke:#1E88E5,color:#000000
style I fill:#80DEEA,stroke:#00838F,color:#000000
style J fill:#80DEEA,stroke:#00838F,color:#000000
style K fill:#A5D6A7,stroke:#43A047,color:#000000
style L fill:#A5D6A7,stroke:#43A047,color:#000000
style M fill:#E1BEE7,stroke:#8E24AA,color:#000000
style N fill:#E1BEE7,stroke:#8E24AA,color:#000000
I'm always excited to work on innovative ML/AI projects and discuss cutting-edge research. Feel free to reach out!
"The only way to do great work is to love what you do" - Steve Jobs
Currently exploring: How Physics and AI can revoluionize the future World🧠🌎✨