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kukunarapulikitha/README.md

Hi there, I'm Likitha Kukunarapu! πŸ‘‹

Typing SVG

πŸš€ About Me

I'm a Master's student in Data Analytics Engineering at Northeastern University, passionate about building scalable data infrastructure and deploying intelligent systems. Currently seeking full-time opportunities in Data Engineering, Analytics, or MLOps (Available August 2025).

  • πŸ”­ Currently working on GenAI applications and MLOps pipelines
  • 🌱 Learning advanced cloud architectures and real-time data processing
  • πŸ‘― Looking to collaborate on open-source data engineering projects
  • πŸ’¬ Ask me about data pipelines, ML deployment, and cloud infrastructure
  • πŸ“ Based in Boston, MA | Open to relocate
  • ⚑ Fun fact: I reduced documentation failures by 70% with a single API integration!

πŸ› οΈ Tech Stack

Languages

Python SQL Go R

Data Engineering & MLOps

Apache Airflow Prefect MLflow Docker Kubernetes

Cloud Platforms

AWS Google Cloud Snowflake

AI & Machine Learning

LangChain Transformers Scikit Learn

Databases

MySQL MongoDB BigQuery

Visualization & Analytics

Tableau Power BI Streamlit

πŸ† Featured Projects

GenAI Chatbot with RAG Architecture

  • Built using Mistral AI, LangChain, FAISS for intelligent document retrieval
  • Orchestrated with Prefect, tracked with MLFlow, deployed on GCP Cloud Run
  • Complete CI/CD pipeline with GitHub Actions and Docker
  • Tech Stack: Python, Flask, Streamlit, GCP, Docker, MLflow

πŸ“Š Customer Segmentation using RFM Analysis

Advanced Analytics & Machine Learning

  • Improved model accuracy by 80% through comprehensive data cleaning
  • Implemented K-Means clustering for customer segmentation
  • Delivered actionable marketing insights for targeted campaigns
  • Tech Stack: Python, Pandas, Scikit-learn, Matplotlib

🌾 E-Agribusiness Supply Chain Database

Database Design & Big Data Processing

  • Designed scalable ERD models for complex supply chain management
  • Implemented MongoDB MapReduce for large-scale data aggregation
  • Created interactive crop visualization dashboards
  • Tech Stack: MySQL, MongoDB, Python, Data Modeling

πŸ’Ό Professional Experience

πŸ”§ Data Engineer Co-op @ Bayer (June 2024 – Dec 2024)

  • Developed centralized API for 50+ gRPC services using GoLang
  • Reduced documentation failures by 70% through automation
  • Deployed on GKE with Helm and implemented CI/CD with GitHub Actions

πŸ“ˆ Data Analytics Intern @ Brane Enterprises (Dec 2022 – June 2023)

  • Built heart disease detection model with 90% accuracy
  • Processed 10K+ ECG records with real-time data analysis
  • Collaborated in Agile environments with cross-functional teams

🎯 Current Focus

  • πŸš€ Building scalable data pipelines for real-time processing
  • πŸ€– Exploring advanced GenAI applications and LLM optimization
  • ☁️ Mastering cloud-native architectures and serverless computing
  • πŸ”„ Contributing to open-source data engineering tools

🌟 Achievements

  • πŸ† Reduced manual processes by 60% through intelligent automation
  • πŸ“Š Improved model performance by 25% with advanced analytics
  • πŸ”§ Successfully deployed production-ready MLOps pipelines
  • πŸ“ˆ Built dashboards serving enterprise-level data insights

πŸ“« Let's Connect!

LinkedIn Email GitHub


"Data is the new oil, but insights are the refined fuel that drives innovation."

⭐ Star my repositories if you find them helpful!

Profile Views

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  1. Customer-segmentation-using-RFM Customer-segmentation-using-RFM Public

    Jupyter Notebook

  2. E-agribusiness-management-system E-agribusiness-management-system Public

  3. NUBot NUBot Public

    Forked from udishadc/NUBot

    Python

  4. FINSIGHT FINSIGHT Public

    Python