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Focusing on My Goal 😔😔😔😔
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2000pawan/README.md

👨‍💻 Pawan Yadav

AI Engineer · Noida, India

Twitter LinkedIn Instagram HackerRank LeetCode Gmail Linktree Medium DEV Hugging Face GeeksforGeeks

🚀 About Me

  • 🌱 Currently learning Artificial Intelligence
  • 🔬 Passionate about LLMs · AI Agents · Tool Calling · Generative AI
  • 💬 Ask me about Python, Machine Learning, Java, Deep Learning, SQL, C
  • 📫 Reach me at yaduvanshi2000pawan@gmail.com

📄 Research Publication

Prompt-Driven Tool-Calling for Lightweight Open Source LLMs

Conference: 3rd International Conference on Artificial Intelligence and Sustainable Computing for Smart Cities (AIS2C2 2025)
Author: Pawan Yadav · Pages: 493–497 · ISBN: 978-93-94086-43-2

What problem does this research address?

As Large Language Models become more capable, one major challenge remains: how can smaller, open-source LLMs perform complex tasks without requiring massive computational resources?

This research explores a prompt-driven tool-calling framework that enables lightweight open-source LLMs to:

✅ Use external tools effectively
✅ Perform multi-step reasoning workflows
✅ Reduce dependence on large proprietary models
✅ Move us closer to practical, cost-efficient AI agents in resource-constrained environments

📖 Read the Proceedings →

LLMs Tool Calling Open Source AI Prompt Engineering AI Agents

🖥️ Languages

C C++ Python Java HTML5 CSS3

🤖 AI & Data Tools

NumPy Pandas Matplotlib Seaborn Machine Learning Data Science PyTorch TensorFlow Scikit-learn OpenCV

🧠 LLM & AI Frameworks

LangChain LangGraph MCP Agentic AI Generative AI LLM Prompt Engineering RAG Fine-Tuning LoRA PEFT FaissDB VectorDB FastAPI

🗄️ Databases

MySQL

🛠️ Other Tools

Git GitHub Linux Power BI

🖥️ Platforms

Linux iOS/macOS Windows AWS Docker TensorFlow Keras FastAPI PyTorch

📊 GitHub Stats

Pawan's GitHub Stats Top Languages

GitHub Streak

I strongly believe the future of AI is not just about bigger models — it's about making intelligence more accessible, efficient, and deployable in the real world.

#ArtificialIntelligence #LLM #AIAgents #ToolCalling #OpenSourceAI #PromptEngineering #GenerativeAI #MachineLearning #DeepLearning #AIResearch #AIEngineer

Pinned Loading

  1. Data_Science. Data_Science. Public

    Complete Data Science, NumPy, Pandas, Matplotlib, Seaborn, Statistics, Power Bi, Machine Learning.

    Jupyter Notebook 1

  2. Data-Science-2025 Data-Science-2025 Public

    W3Resource Full Exercise of Data Science & Python 2025.

    Jupyter Notebook 1

  3. Crop-Predictions Crop-Predictions Public

    "Excited to share my latest project on LinkedIn: a crop yield prediction ML model deployed with Streamlit! 🌱 Leveraging the power of Stochastic Gradient Descent regression(SGD) algorithm, this tech…

    Jupyter Notebook 5 1

  4. Cyber-Attack-Threat-Classification Cyber-Attack-Threat-Classification Public

    This project classifies network intrusions using machine learning models. It utilizes the CICIDS2017 dataset to detect various attack types. The model used in this project is implemented in a singl…

    Jupyter Notebook 4 1

  5. LeetCode LeetCode Public

    Leet Code Badges

    1

  6. Java-Programming-Solution Java-Programming-Solution Public

    All W3Resource Java Programming Solution here!

    Java 1