class MandritaDasgupta:
def __init__(self):
self.name = "Mandrita Dasgupta"
self.education = "Computer Science and Engineering @ Heritage Institute Of Technology"
self.interests = ["Artificial General Intelligence",
"Natural Language Processing",
"Neural Networks",
"Deep Learning"]
self.research_focus = "Creating intelligent systems that understand human cognition"
self.work_philosophy = "Building AI that augments human potential"
def current_ventures(self):
return "Exploring the frontiers of transformer architectures and multimodal models"
def life_mission(self):
return "Advancing the field of AI to create systems that benefit humanity"
- 🧠 Neural Networks Evolution: Pushing the boundaries of neural architecture design
- 🔮 Self-Supervised Learning: Exploring methods for learning without labeled data
- 🌐 Multimodal Deep Learning: Combining vision and language understanding
- 🤖 Reinforcement Learning: Training agents through innovative reward systems
- 🔍 Attention Mechanisms: Advancing context understanding in language models
graph TD
A[Classical ML] -->|Feature Engineering| B[Neural Networks]
B -->|Deep Learning| C[Advanced Architectures]
C -->|Attention Mechanism| D[Transformers]
D -->|Scale & Efficiency| E[Large Language Models]
E -->|Multimodality| F[Vision-Language Models]
F -->|Reasoning| G[AGI Research]
style A fill:#ff5f56,stroke:#ff5f56,color:white,stroke-width:2px
style B fill:#ffbd2e,stroke:#ffbd2e,color:white,stroke-width:2px
style C fill:#27c93f,stroke:#27c93f,color:white,stroke-width:2px
style D fill:#58a6ff,stroke:#58a6ff,color:white,stroke-width:2px
style E fill:#8957e5,stroke:#8957e5,color:white,stroke-width:2px
style F fill:#d2a8ff,stroke:#d2a8ff,color:white,stroke-width:2px
style G fill:#f97583,stroke:#f97583,color:white,stroke-width:2px
