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things that i miss ~ awfultune
🎵
things that i miss ~ awfultune
  • Pakistan
  • 13:22 (UTC +05:00)

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kazimalizaidi/README.md

Hi, I'm Kazim Ali ⋆.°🌙⋆₊

🎯 A little info about me:

  • I'm basically a business major grad focused on turning data into actionable insights.
  • I like building things that add value, focusing on risk management, analytics, & automation.
  • Keen interest in policy, governance, and international relations.
  • Lately, I've been spending my time analyzing AI adoption trends, ML/DL and agentic frameworks.
  • When I'm off the clock, you can find me watching football, playing video games, or cracking a terrible joke lol.

🛠️ These days I'm focused on:

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📌 Featured Projects

  • Automated Financial Fraud & Anomaly Detection Pipeline An end-to-end MLOps pipeline for real-time fraud detection using XGBoost, SHAP explainability, and a live Streamlit dashboard, fully containerized with Docker and automated via GitHub Actions CI/CD.
  • Monte Carlo Portfolio Risk Simulator A python based quantitative finance engine to simulate 10,000 correlated portfolio paths, estimate VaR/CVaR, and backtest risk models using historical, Student-t, and EWMA volatility methods.
  • Automated Government Fiscal Budget Liquidity Monitor An automated fiscal monitoring system for Pakistan that integrates Python, SQL Server, and n8n to analyze government revenue, featuring automated data validation, fiscal early-warning indicators, historical data tracking, and Excel reporting to support data-driven financial risk analysis.
  • Interactive Financial Analytics Dashboard A fully formula-driven, interactive SaaS-style financial analytics dashboard built entirely in Microsoft Excel featuring dynamic fiscal-year switching, automated P&L reporting, budgeting gauges, and zero VBA.
  • Reverse Logistics Circular Economy Network Optimizer A reverse logistics decision system: a calibrated ensemble predicts whether each return will be restocked, refurbished or scrapped, a MILP routes returns across a multi-hub network, and a Streamlit Returns Control Tower monitors backlogs, SLA breaches and recaptured value.

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  1. fraud-detection-pipeline fraud-detection-pipeline Public

    End-to-end MLOps pipeline featuring an XGBoost champion model (0.828 PR-AUC), real-time SHAP explainability for audit-ready compliance, and a live Streamlit monitoring dashboard. Fully containerize…

    Jupyter Notebook 2

  2. mc-portfolio-sim mc-portfolio-sim Public

    Monte Carlo portfolio risk simulator using correlated Geometric Brownian Motion to estimate VaR/CVaR, backtest risk models, and analyze tail risk using Student-t and EWMA volatility methods.

    Python

  3. gov-fiscal-monitor gov-fiscal-monitor Public

    Automated Government Fiscal Budget Liquidity Monitor is an end-to-end data engineering and analytics pipeline built to track Pakistan's consolidated fiscal positions, flagging revenue shortfalls, e…

    Python

  4. financial-analytics-dashboard financial-analytics-dashboard Public

    HelmQuant is an advanced, formula-driven financial analytics dashboard designed to emulate a modern SaaS application entirely within Microsoft Excel. Powered by 973 synthetic ledger records spannin…

  5. reverse-logistics-optimizer reverse-logistics-optimizer Public

    Reverse logistics optimizer: a calibrated classifier predicts return outcomes (restock, refurbish, scrap), a MILP routes them across a multi-hub network, and a Streamlit Returns Control Tower track…

    Python

  6. apple-vs-samsung-stock-analysis apple-vs-samsung-stock-analysis Public

    Comparative Business Analytics project analyzing Apple and Samsung historical stock performance using Python.

    Jupyter Notebook