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vithika-karan/README.md

Hi there, I'm Vithika Karan

AI Engineer | Data Scientist | ML Enthusiast

Building intelligent systems that transform businesses and enhance user experiences

  • MS in Data Science and Management from IIT Indore & IIM Indore | AI Engineer with 3+ years of experience
  • Currently designing and deploying production-ready ML systems
  • Building multimodal AI agents, RAG systems, and intelligent chatbots using LangChain/LangGraph
  • Developing agentic AI systems with autonomous decision-making capabilities using Langgraph, Autogen and CrewAI
  • I write articles on https://medium.com/@vithika16k
  • How to reach me vithika16k@gmail.com
  • Currently exploring: Advanced RAG Architectures, Multimodal AI Systems, AI Agent Frameworks, and MLOPs

Connect with me:

vithika-karan

Programming Languages & Databases:

[Python, SQL, MySQL, PostgreSQL]

python mysql postgresql

Machine Learning & Deep Learning:

[TensorFlow, PyTorch, Scikit-Learn, Keras, XGBoost, LightGBM, Pandas, NumPy]

tensorflow pytorch scikit_learn keras xgboost pandas numpy

Generative AI & LLMs:

[OpenAI, LangChain, LangGraph, Hugging Face, Transformers, Ollama]

openai langchain huggingface ollama

Agentic AI Frameworks:

[Autogen, CrewAI, LangGraph Agents]

autogen crewai

Vector Databases:

[Pinecone, Chroma, Weaviate, FAISS, Qdrant]

pinecone chroma weaviate qdrant

Big Data & Processing:

[Apache Spark, PySpark, Hadoop, Kafka]

spark hadoop kafka

Cloud Platforms & MLOps:

[AWS, Azure, GCP, MS Fabric, Databricks, MLflow, Docker, Kubernetes]

aws azure gcp databricks mlflow docker kubernetes

Development Tools & Frameworks:

[Jupyter, Google Colab, GitHub, VS Code, Flask, FastAPI, Streamlit, Gradio]

jupyter colab github vscode flask fastapi streamlit gradio

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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 7 1