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rajkraavi/README.md

AI Engineering

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About Me

class AIEngineer:
    def __init__(self):
        self.name        = "Raj Raavi"
        self.title       = "AI Engineer"
        self.location    = "Earth 🌍"
        self.languages   = ["Python", "SQL", "Bash", "TypeScript"]

        self.expertise   = {
            "LLMs"        : ["GPT-4o", "Claude 3.5", "Gemini", "LLaMA", "Mistral"],
            "RAG"         : ["LangChain", "LlamaIndex", "Pinecone", "Weaviate", "ChromaDB"],
            "MLOps"       : ["MLflow", "Weights & Biases", "DVC", "Airflow", "Kubeflow"],
            "Vision & NLP": ["Hugging Face", "YOLO", "OpenCV", "spaCy", "NLTK"],
            "Cloud"       : ["AWS SageMaker", "GCP Vertex AI", "Azure ML"],
        }

        self.currently   = "Building next-gen RAG pipelines πŸ”₯"
        self.learning    = "Agentic AI & Multi-agent systems πŸ€–"
        self.fun_fact    = "I think in embeddings and dream in tokens πŸ˜„"

    def say_hi(self):
        print("Thanks for stopping by! Let's build something incredible πŸš€")

me = AIEngineer()
me.say_hi()

⚑ What I Build

πŸ€– LLMs & Prompt Engineering πŸ” RAG & Vector DBs
Fine-tuning, RLHF, prompt chaining, agents Semantic search, embeddings, hybrid retrieval
πŸš€ MLOps & Pipelines πŸ‘οΈ Computer Vision & NLP
CI/CD for ML, model serving, monitoring Object detection, NER, text classification

πŸ› οΈ Tech Stack & Tools

🧠 AI / ML

Python PyTorch TensorFlow HuggingFace scikit-learn OpenCV

πŸ”— LLM & RAG Ecosystem

LangChain OpenAI Anthropic Pinecone ChromaDB Ollama

βš™οΈ MLOps & Cloud

Docker Kubernetes MLflow AWS GCP GitHub Actions

πŸ—„οΈ Data & Databases

PostgreSQL MongoDB Redis Apache Spark dbt FastAPI


πŸ”­ Currently Exploring

╔══════════════════════════════════════════════════════════════╗
β•‘  πŸ€–  Agentic AI & Multi-Agent Orchestration (LangGraph)      β•‘
β•‘  🧬  Fine-tuning LLMs with RLHF & DPO                        β•‘
β•‘  πŸ”  Advanced RAG: HyDE, Fusion, Reranking                   β•‘
β•‘  ⚑  Real-time ML inference optimization                      β•‘
β•‘  🌐  AI-native app architectures                             β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

🀝 Let's Connect

handshake gif



LinkedIn Twitter Email Portfolio



"The best way to predict the future is to build it β€” with AI."


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