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nelima22/README.md

Hello! 👋

I turn raw data into actionable insights, optimizing business workflows, improving healthcare outcomes, predicting crop yields, or uncovering hidden patterns in customer behavior.

Domains I Work In:

  • Healthcare: EHR analytics, clinical NLP, precision medicine
  • Agriculture: Predictive modeling for crop/soil health, satellite imagery analysis
  • Business Analytics: Customer segmentation, churn prediction, revenue optimization
  • Martech (Marketing Technology): Attribution modeling, campaign analytics, CDP integration
  • General Data Science: From exploratory analysis to ML pipelines

Skills & Tools

Data Wrangling & Analysis

  • Python (Pandas, NumPy), R, SQL, Spark
  • Cleaning messy data (because real-world data is never tidy!)

Machine Learning & AI

  • Supervised/unsupervised learning, time-series forecasting
  • NLP: Traditional methods → LLMs (fine-tuning, RAG pipelines)
  • Frameworks: PyTorch, TensorFlow, Scikit-learn, MLflow

Marketing Technology (Martech)

  • Tracking & Analytics: Google Analytics 4 (GA4), Meta Pixel, SDKs (iOS/Android)
  • Tag Management: Google Tag Manager (GTM), server-side tagging
  • CDP/ETL: Segment, Snowflake, BigQuery
  • Attribution: Multi-touch modeling (MMM, MTA), Lift studies

Visualization & Storytelling

  • Tableau, Power BI, Looker Studio, Matplotlib/Seaborn

🤝 Let's Work Together!

Pinned Loading

  1. mychatbot1 mychatbot1 Public

    My first app, designed to allow you to ask questions about your uploaded document deployed on streamlit

    Python

  2. fraud_detection fraud_detection Public

    Fraud detection

    Jupyter Notebook

  3. bioinformatics_genomics_001 bioinformatics_genomics_001 Public

    Analysis of genomic data, exploring SNP linked traits

    Jupyter Notebook

  4. hybrid_search_rag_pipeline hybrid_search_rag_pipeline Public

    Hybrid Search RAG Pipeline integrating BM25 and vector search techniques using LangChain

    Jupyter Notebook

  5. beyondllm_rag_fine_tuning beyondllm_rag_fine_tuning Public

    Fine-tune embeddings on a resume PDF to enhance the accuracy and relevance of a Retrieval-Augmented Generation (RAG) pipeline for information retrieval.

    Jupyter Notebook 2

  6. claims_audit claims_audit Public

    Analysis and audit of healthacare insurance claims

    Jupyter Notebook