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Murat Miraç Gedik muratmiracg-dev

Statistics · Sales Expert · Data Analyst & BI Analyst Candidate · Risk Analyst · E-Commerce Founder

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muratmiracg-dev /README.md

Murat Miraç Gedik — Banking Analytics, Risk Analytics and Business Intelligence

LinkedIn Email GitHub Portfolio

Banking Analytics Risk Analytics Business Intelligence SEGEM Certified SPL Level 3 Candidate


About

I am a Statistics student at Süleyman Demirel University building my career around banking analytics, risk analytics, insurance analytics, and business intelligence.

My work focuses on turning financial and operational information into risk indicators, explainable models, executive dashboards, scoring systems, scenario analyses, and practical decision-support tools. My strongest portfolio areas are Credit Risk, AML/KYC & Financial Crime, Treasury & ALM, IRRBB, Liquidity Risk, SME Relationship Management, and Banking Sales Intelligence.

I also bring hands-on commercial experience from founding and operating an e-commerce business, which helps me connect technical work with real questions around profitability, pricing, growth, customer experience, inventory, marketing efficiency, and operational constraints.

Portfolio transparency: Unless a repository explicitly states otherwise, portfolio datasets and business outputs are controlled or synthetic. They are designed to demonstrate analytical methodology, engineering quality, validation, business interpretation, and decision-support design rather than represent real customer or institutional data.

🏦 Banking & Risk
Credit Risk · AML/KYC · ALM/IRRBB 📊 BI & Reporting
Power BI · DAX · Excel · KPI Design 🧠 Analytics
Python · ML · Forecasting · SHAP ⚙️ Delivery
FastAPI · PostgreSQL · Docker · CI/CD

GitHub Stats

GitHub Stats Top Languages

GitHub Streak and Total Contributions


Featured Projects

SME Relationship and Sales Intelligence Control Tower SME Relationship & Sales Intelligence
3,200 synthetic SME customers · 18,556 opportunities · 661 next-best conversations · 2.07x top-decile lift. Treasury and ALM Risk Control Tower Treasury & ALM Risk
TRY 180B synthetic balance sheet · 19 maturity buckets · 6 EVE scenarios · 5 liquidity stresses.
Credit Risk and Explainable Loan Decisioning Platform Credit Risk & Explainable Loan Decisioning
48,000 applications · 0.738 ROC AUC · 0.475 Gini · PD-to-score conversion · SHAP explanations. Financial Crime and AML Intelligence Control Tower Financial Crime & AML Intelligence
48,412 transactions · 134 explainable alerts · 98.91% recall · graph analytics · KYC & transaction monitoring.

More Portfolio

Project Primary focus
CRM Sales Analytics & BI Dashboard Executive BI, funnel, pipeline, churn, sales performance
Customer Intelligence, CLV & Churn Prediction Segmentation, CLV, churn, retention analytics
E-Commerce Demand Forecasting & Inventory Optimization Forecasting, replenishment, inventory planning
Integrated FP&A, Budgeting & Scenario Planning Budgeting, rolling forecasts, scenarios, Monte Carlo
Enterprise Process Mining & Workflow Optimization Process mining, conformance, SLA risk, capacity simulation
Manufacturing Quality, OEE & Predictive Maintenance OEE, SPC, quality, reliability, predictive maintenance
Geospatial Site Selection & Market Expansion Geospatial scoring and expansion decision support
Huawei Cloud DevSecOps CI/CD Platform DevSecOps, CI/CD, testing and deployment
Huawei Cloud FinOps Capacity Optimization Cloud cost and capacity optimization
Huawei Cloud Native AIOps & Observability Observability and automated incident response

Skills and Toolkit

Core Analytics & BI

Python PostgreSQL Power BI Excel pandas scikit-learn Tableau

Engineering & Delivery

FastAPI Docker Kubernetes Git GitHub Actions

Banking & Risk Domains

Credit Risk AML KYC ALM IRRBB Liquidity Risk Financial Crime Banking Analytics


Experience

Organization Role / Program Period Focus
TNC Group Companies / Social Office Sales & Marketing Intern Jun–Sep 2026 Customer needs, positioning, market analysis, commercial recommendations
Arch of Sigma Information Technology Intern Jun–Jul 2026 IT workflows, data management, access control, information security
Alignerr E-Commerce Data Analyst Mar–Aug 2026 AI shopping datasets, taxonomy, quality review, data consistency
Monaco Luxe Clothing Founder & E-Commerce Operations Manager 2020–Aug 2026 TRY 100K+ annual revenue, pricing, inventory, suppliers, CAC/ROAS
Albaraka Türk / Albaraka Garaj Banking & FinTech Intern / Development Program Oct 2025–Jan 2026 Participation banking, payments, open banking, AI, internal control
HSBC StepUp Banking Intern Dec 2025 Banking, treasury, capital markets, trade finance, compliance
HUAWEI Student Developers Türkiye Huawei Cloud DevOps Bootcamp Apr–Aug 2025 CI/CD, Docker, Git/GitHub, testing, deployment
DenizBank Overseas Intern May–Jun 2023 Retail, SME, agricultural & commercial banking, digital transformation

Education and Certifications

🎓 Education

B.Sc. Statistics
Süleyman Demirel University
Expected Jun 2027

Financial Reporting Specialization
University of Illinois Urbana-Champaign

Entrepreneurship Strategy
HEC Paris

🏅 Certifications & Development

SEGEM Insurance Technical Personnel Qualification — Obtained
SPL Level 3 — 2 modules passed; preparation continues
SPL Financial Literacy Level 3
Derivatives Instruments License — Preparation in progress
Private Pension System (BES) — Preparation in progress

Türkiye İş Bankası Data & AI Class · DenizBank Data Science & AI Bootcamp · Borusan Technology School · KOSGEB Entrepreneurship · BAT Türkiye Leadership Program · Vodafone Summer Campus

Languages & Volunteering

Turkish: Native · English: B2 · Russian: A2
Volunteering: TurkStat Volunteer · Statistics & Data Science Society involvement · Public Statistics Department Student Representative


Contact

Interested in banking analytics, risk, insurance analytics, BI, or decision-support opportunities.

Email LinkedIn

Pinned Loading

  1. crm-sales-analytics-bi-dashboard crm-sales-analytics-bi-dashboard Public

    End-to-end CRM Sales Analytics and Business Intelligence portfolio project built with Power BI, DAX, Power Query, Tableau and Excel. Analyzes 36 months of synthetic data across lead generation, fun...

  2. ecommerce-demand-forecasting-inventory-optimization ecommerce-demand-forecasting-inventory-optimization Public

    End-to-end e-commerce demand forecasting and inventory optimization platform built with Python, SQL, Power BI and Excel.

    Python

  3. integrated-fpa-budgeting-forecasting-scenario-planning integrated-fpa-budgeting-forecasting-scenario-planning Public

    End-to-end FP&A planning system combining budgeting, rolling forecasts, P&L, cash flow, scenario analysis, Monte Carlo risk, Power BI, Excel, SQL and Python.

    Python

  4. customer-intelligence-clv-churn-prediction-platform customer-intelligence-clv-churn-prediction-platform Public

    End-to-end customer intelligence platform featuring RFM segmentation, cohort retention, predictive CLV, calibrated churn modeling, SHAP explainability and campaign optimization, delivered through P...

    Python

  5. aurelia-bank-financial-crime-aml-intelligence-control-tower aurelia-bank-financial-crime-aml-intelligence-control-tower Public

    End-to-end AML and financial crime decision-support platform for KYC risk scoring, transaction monitoring, graph analytics, alert triage and MASAK-aligned case governance.

    Python

  6. Banking-Credit-Risk-Explainable-Loan-Decisioning-Platform Banking-Credit-Risk-Explainable-Loan-Decisioning-Platform Public

    Production-style synthetic credit risk decision-support platform with calibrated PD scoring, A-F risk bands, exact Linear SHAP, fairness audits, policy simulation, model monitoring, FastAPI, Postgr...

    Python

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