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  • Vadodara , Gujarat,
  • 09:19 (UTC +05:30)
  • LinkedIn in/sumit45

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SumitdevelopAI/README.md

πŸ‘‹ Hi, I'm Sumit Sharma

Young Researcher in Cognitive Intelligence Systems | AI Safety | High-Performance Cognitive Computing

  • πŸ”­ I’m currently developing Cognitive Intelligence Systems that combine AI Safety, Cognitive Modeling, and Human-AI Reasoning Transparency.
  • 🧠 My ongoing work includes a Cognitive Assistant for Student Mental Health using architectures such as ACT-R and SOAR, and a Chain-of-Thought Monitorability Framework (CoT-MF) to ensure safe reasoning in AI systems.
  • βš™οΈ I specialize in High-Performance Computing (HPC) and CUDA programming for scalable deep learning, cognitive simulations, and reasoning analysis.
  • 🌱 Currently exploring Mechanistic Interpretability, Cognitive Transparency, and Alignment Theory in large reasoning models.
  • πŸ’¬ Ask me about Machine Learning, Deep Learning, NLP, Cognitive AI, or AI Safety Frameworks.
  • πŸ“« Reach me at [email protected]

🧩 Current Research & Projects

  • Cognitive Assistant for Student Mental Health (Under Development)
    Building an adaptive AI system that understands student intent, emotional tone, and cognitive states. The assistant recommends personalized contentβ€”music, books, and storiesβ€”to improve mental well-being.

πŸ’‘ Research Interests

  • 🧠 Cognitive Intelligence Systems & AI Cognition
  • 🧩 Technical AI Safety & Mechanistic Interpretability
  • πŸ€– Robotics Intelligence Systems (6-DOF, Cognitive Robotics, and Sensor Fusion)
  • βš™οΈ High-Performance Cognitive Computing (HPC, CUDA, and Parallel Simulation)
  • 🧬 Human-AI Reasoning, Ethical Oversight, and Cognitive Transparency
  • 🌍 AI for Mental Health, Education, and Cognitive Well-being

🀝 Connect with me

sumit45


βš™οΈ Languages and Tools

cuda python pytorch tensorflow scikit_learn huggingface pandas opencv linux


sumitdevelopai

sumitdevelopai


πŸš€ Advancing Safe, Transparent, and Cognitive AI through Research and Computation

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  1. Mental-Health-Emotional-Support Mental-Health-Emotional-Support Public

    Build an AI-powered chatbot or virtual assistant that leverages Gemini's natural language understanding and empathy to provide mental health and emotional support to students.