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usamaamjadvaival/README.md

πŸ’» About Me

Hi there! πŸ‘‹ I'm Usam Amjad, a passionate AI/ML/DL researcher and developer. I specialize in building intelligent systems using Generative AI and Natural Language Processing. I also work extensively with LangChain, LangGraph, and both conventional and vector databases to craft efficient, scalable solutions. My primary coding tool is Python, and I enjoy creating robust web applications using FastAPI and Flask.

πŸ”§ Tech Stack

  • Programming Languages: Python, SQL
  • AI/ML/DL Frameworks: TensorFlow, PyTorch, Scikit-Learn, Keras, LangChain, LangGraph
  • NLP: spaCy, NLTK, Hugging Face Transformers
  • Generative AI: OpenAI, GPT, DALL-E, Stable Diffusion, Llama3.1, Llama3.2, Ollama, Vllm
  • Tools for LangChain and LangGraph: LangChain, LangGraph, Retrieval-augmented generation (RAG)
  • Databases: MySQL, PostgreSQL, MongoDB, Pinecone, Milvus
  • Web Frameworks: FastAPI, Flask
  • Machine Learning Algorithms: Classification, Regression, Clustering, Reinforcement Learning, Neural Networks
  • Other Tools: Docker, Git, Jupyter Notebooks

πŸš€ Current Projects

  1. Generative AI for Creative Writing: Using GPT to generate short stories based on user inputs.
  2. LangChain and LangGraph Application: Developing a conversational AI system that leverages LangChain for multi-turn dialogue.
  3. Vector Database Search Engine: Creating a semantic search engine using vector databases like Pinecone and Milvus.

πŸ“š I’m currently learning

  • Advanced LangGraph techniques for enhancing conversation flow.
  • Exploring large-scale neural network deployment on cloud platforms.
  • Diving deeper into reinforcement learning for robotics.

🌍 Let's Connect

πŸ“ˆ GitHub Stats

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Thanks for stopping by! πŸ˜„ Feel free to check out my repositories and reach out if you’d like to collaborate.

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