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Project evidence

From raw data
to business outcomes.

Explore work across data preparation, analytics, dashboarding, reporting, ML/AI evaluation, and integration into real workflows.

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Data Science

Recruitment ATS Pro

Data scientist, NLP practitioner, and workflow-integration developer

A recruitment data workflow that structures CV information, applies semantic matching, and brings decision support directly into Odoo.

SentenceTransformersFAISS Vector SearchCV ExtractionMultilingual MatchingOdoo Analytics
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Data Science

FaultForge

Data scientist, model-evaluation designer, and solution developer

A model-evaluation workbench that measures how classification pipelines behave under missingness, noise, distribution shift, and other real-world stresses.

Robustness TestingBootstrap EvidenceCalibrationModel Reliability
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Financial Analytics

Casablanca Risk

Financial data analyst and solution developer

A Casablanca Stock Exchange risk-intelligence platform combining a 124,562-row historical panel, stock and portfolio risk analysis, volatility and regime models, simulation, and structured news context.

Web ScrapingFinancial RiskGARCH / HMMPortfolio AnalyticsNews Classification
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Data Analytics

Executive Performance Analytics

Data analyst, BI developer, and decision-support designer

A five-page Power BI decision system built from eight connected tables, combining revenue, customer health, product usage, billing, and support performance.

Power BIDAXPower QueryStar Schema
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Data Science

AutoValuate

Data scientist and ML/AI solution developer

A used-car decision tool combining prepared listing data, CatBoost price estimation, uncertainty ranges, prediction drivers, and a grounded local RAG consultant.

CatBoostUncertainty RangesExplainabilityGrounded RAG
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Financial Analytics

Credit Risk Prediction

Data scientist and analytical report author

An end-to-end classification and reporting project covering preparation, imbalance-aware comparison, threshold selection, and credit-default risk communication.

Imbalanced ClassificationXGBoostThreshold TuningPR-AUC / F1Analytical Reporting
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Data Science

Casting Defect Detection

Computer-vision practitioner

A CNN image-classification workflow for identifying defective industrial castings from visual inspection data.

TensorFlow / KerasCNNImage ClassificationModel Evaluation
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Data Analytics

Recruitment Analytics

BI developer and HR analytics designer

A Power BI reporting layer that transforms recruitment operations into pipeline, workload, progress, and performance indicators.

Power BIDAXPower QueryHR Analytics
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Data Analytics

Confidential Client Dashboards

Data analyst and dashboard developer

Private analytical dashboards built from client data, operational workflows, stakeholder questions, and recurring reporting needs.

Power BIExcelData ModellingReporting
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Business Integration

Billing & Quotation Automation

Billing operator and automation builder

An Excel-based data and automation workflow for invoices, quotations, validation, payment tracking, and document follow-up.

ExcelAutomationValidationOperations
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Business Integration

PortNet Live Trade Copilot

Business analytics contributor and prototype co-designer

A business-analytics-led copilot concept supporting users while preparing and submitting foreign-trade files.

Business AnalyticsKPI DesignPrototypingTeamwork
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