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Achievement: Pull Sharkx2

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Achievement: Pull Sharkx2

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RidhanPar/README.md

Ridhan Parvendhan

Data Scientist building credit risk models, AML detection systems, and ML pipelines for fintech.

What I Build

  • Feature engineering pipelines and credit risk scoring systems
  • Large-scale data transformations with PySpark and SQL
  • End-to-end ML solutions from raw data to production deployment

Featured Projects

Project What it does Key tech
credit-risk-scorecard-engine WoE encoding, PDO credit scoring (Gini 0.636), PSI monitoring, GDPR explainability Python, optbinning, XGBoost, SQL, Docker
pyspark-aml-transaction-analysis PySpark feature pipelines, XGBoost, SHAP, MLflow, Azure ML SDK v2, Airflow 2.9 PySpark, XGBoost, SHAP, MLflow, Azure ML, Airflow
marketing-ai-automation-platform Statistical A/B testing — z-test, Welch's t-test, Fleiss 1981 sample size calculator Python, Streamlit, Pandas, Plotly
customer-support-intelligence-platform Random Forest SLA classifier, live Streamlit app scikit-learn, Streamlit
ai-ops-workflow-automation-platform LangGraph agent, pgvector RAG, Terraform GCP, Prometheus/Grafana monitoring LangGraph, pgvector, Terraform, Docker, Prometheus

Tech Stack

Python SQL PySpark XGBoost scikit-learn SHAP MLflow Azure ML Airflow BigQuery Docker Terraform GitHub Actions

ridhanparvendhan@gmail.com

Pinned Loading

  1. ai-automation-command-center ai-automation-command-center Public

    Operations decision-support dashboard for prioritizing AI and workflow automation opportunities across business teams.

    Python

  2. ai-ops-workflow-automation-platform ai-ops-workflow-automation-platform Public

    Traceable LangGraph operations agent with RAG, explicit tool orchestration, evaluation, tracing, and human approval controls.

    Python

  3. DataAnalysisProjects DataAnalysisProjects Public

    Archive of early data-analysis notebooks, SQL exercises, and visualization projects.

    Jupyter Notebook

  4. edupulse-platform edupulse-platform Public

    Synthetic-data student risk and model-evaluation prototype with Flask, scikit-learn, tests, CI, and Render.

    Python

  5. ridhan-portfolio ridhan-portfolio Public

    Data analytics, AI agents, machine learning, and workflow automation portfolio.

    JavaScript

  6. customer-support-intelligence-platform customer-support-intelligence-platform Public

    Support operations intelligence platform for SLA monitoring, breach prediction, risk scoring, and ticket prioritization.

    Python