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vithika-karan (Vithika Karan) · GitHub

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vithika-karan/README.md

Hi 👋, I'm Vithika Karan

AI Engineer | Building Production-Grade AI Systems

👩‍💻 About Me

I'm an AI Engineer with 4+ years of experience architecting, developing, and deploying enterprise AI systems powered by LLMs, Agentic AI, Retrieval-Augmented Generation (RAG), Text-to-SQL, and multimodal AI.

I enjoy solving complex business problems by designing scalable AI platforms that combine modern LLM architectures with cloud-native engineering and reliable software systems.

Working on:

  • 🧠 Agentic AI & Multi-Agent Systems
  • 📚 Enterprise RAG Architectures
  • ⚡ AI System Design & LLM Engineering
  • ☁️ Azure AI & AWS
  • 📈 AI Evaluation, Observability & LLMOps

🛠 Tech Stack

Languages & Backend

Python • SQL • FastAPI • REST APIs • Async Programming • Docker • Git

LLM & AI

OpenAI • Azure OpenAI • Claude • LangChain • LangGraph • CrewAI • AutoGen • MCP

RAG & Search

Azure AI Search • FAISS • Pinecone • Weaviate • Hybrid Search • GraphRAG • Semantic Search • Re-ranking

Cloud

Azure • Azure AI Foundry • Azure App Services • Azure Container Registry • Azure Blob Storage • AWS (Lambda • EC2 • RDS • S3)

AI Engineering

Agentic AI • Text-to-SQL • Multimodal AI • Prompt Engineering • LLM Evaluation • AI Observability • OpenTelemetry

🌱 Currently Exploring

  • Advanced AI System Design
  • GraphRAG & Knowledge Graphs
  • AI Security & Guardrails
  • LLM Evaluation Frameworks
  • Distributed AI Systems
  • Kubernetes & Production AI Infrastructure

📫 Connect with Me

⭐ I enjoy building AI systems that move beyond demos into scalable, reliable production applications.

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  1. Retail-Sales-Prediction Retail-Sales-Prediction Public

    Sales Prediction : Predicting sales of a major store chain Rossmann; Rossmann operates over 3,000 drug stores in 7 European countries. Currently, Rossmann store managers are tasked with predicting …

    Jupyter Notebook 9 4

  2. Zomato-Restaurant-Clustering-and-Sentiment-Analysis Zomato-Restaurant-Clustering-and-Sentiment-Analysis Public

    The Project focuses on Customers and Company, to analyze the sentiments of the reviews given by the customer in the data and makes some useful conclusions in the form of Visualizations. Also, clust…

    Jupyter Notebook

  3. Email-Campaign-Effectiveness-Prediction Email-Campaign-Effectiveness-Prediction Public

    Most of the small to medium business owners are making effective use of Gmail-based Email marketing Strategies for offline targeting of converting their prospective customers into leads so that the…

    Jupyter Notebook 3 1

  4. Face-Emotion-Recognition Face-Emotion-Recognition Public

    E-learning is a network-enabled transfer of skills and knowledge in which education is delivered to a large number of people at the same time or at different periods. This makes it highly difficult…

    Jupyter Notebook 8 1

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