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namikazi25/README.md

πŸ‘‹ Hi, I'm Mir Nafis Sharear Shopnil

I'm an AI Engineer and Research Fellow building intelligent systems that are interpretable, coordinated, and grounded in real-world applications.

πŸ”¬ Research Interests

  • πŸ€– Multi-agent LLMs and emergent coordination behaviors
  • 🧠 Mechanistic interpretability and understanding model reasoning
  • 🎯 Reinforcement learning with bounded rationality and cognitive constraints
  • πŸ” Graph neural networks for structured reasoning and knowledge representation
  • 🌍 Applied AI for climate adaptation, misinformation detection, and policy evaluation

πŸ› οΈ What I Build

  • Agentic AI systems orchestrating LLMs with tools, search, and reasoning loops
  • Multimodal AI combining vision-language models with graph-based evidence verification
  • Foundation models fine-tuned for geospatial analysis, circular economy, and real-world deployment
  • Production ML systems with RAG, vector databases, and MLOps pipelines

πŸ“š Recent Work

  • Misinformation Detection: Agentic framework using LVLMs + GNNs achieving 93.05% accuracy
  • Climate AI: Leading EU projects (CLIMATEAdaptEOSC, EcoPlast) with geospatial foundation models
  • Supply Chain ML: Production forecasting systems deployed as FastAPI microservices

πŸŽ“ Background

  • MSc Artificial Intelligence @ Queen Mary University of London
  • BSc Computer Science @ BRAC University
  • Research Fellow @ Fatima Fellowship
  • AI Engineer @ Technovative Solutions

πŸ”— Connect

🀝 Open to Collaboration

Interested in research collaborations on multi-agent systems, interpretability, or responsible AI. Always excited to discuss PhD opportunities and impactful AI projects.

Pinned Loading

  1. MERIT-A-Modular-Framework-for-Multimodal-Misinformation-Detection-with-Web-Grounded-Reasoning MERIT-A-Modular-Framework-for-Multimodal-Misinformation-Detection-with-Web-Grounded-Reasoning Public

    Inference-time agentic framework that decomposes multimodal misinformation detection into four modules: visual veracity, cross-modal consistency, retrieval-augmented checking, calibrated judgment. …

    Python

  2. Ecobot Ecobot Public

    EcoBot is a chatbot built to empower ecological exploration and species identification. It leverages GPT-4o Mini for intelligent responses, supports chat history persistence, and can analyze images…

    Python 1

  3. financial-qa-benchmark financial-qa-benchmark Public

    Benchmarking LLMs for grounded financial question answering on 10-K filings

    Python

  4. AIChatApp AIChatApp Public

    A powerful Discord bot that supports conversations with multiple AI models (GPT-4o, Gemini 2.0 Flash, Gemini 2.5 Pro Experimental, DeepSeek V3), accepts image and document inputs, and maintains per…

    Python

  5. Supplier-Reliability-Indicator Supplier-Reliability-Indicator Public

    A repo containing files for creating Supplier Reliability Indicator

    Python

  6. Codes-for-Demystifying-Black-box-Learning-Models-of-Rumor-Detection-from-Social-Media-Posts Codes-for-Demystifying-Black-box-Learning-Models-of-Rumor-Detection-from-Social-Media-Posts Public

    Here are the codes we did for Demystifying Black box Learning Models of Rumor Detection from Social Media Posts

    Jupyter Notebook