David Sancho Marco - Data Analytics & Financial Analysis

PROJECT HIGHLIGHTS FEATURED

Asset Screener

                                                Asset Classes:
                                                9
                                            
                                                Analysis Pipeline:
                                                5-Stage
                                            
                                                Time Saved:
                                                25hrs/week

Portfolio Optimizer

                                                ROI:
                                                TBD
                                            
                                                Risk Reduction:
                                                TBD
                                            
                                                Time Saved:
                                                40hrs/week

Market Forecasting

                                                Accuracy:
                                                TBD
                                            
                                                Predictions:
                                                500+ weekly
                                            
                                                Asset Classes:
                                                9

Business Analyzer

                                                Forecast Accuracy:
                                                TBD
                                            
                                                Dimension Scores:
                                                10
                                            
                                                Time Saved:
                                                60hrs/week

Business Intelligencer

                                                Accuracy:
                                                TBD
                                            
                                                Analysis Modules:
                                                72
                                            
                                                ROI:
                                                TBD

Project Evaluator

                                                Accuracy:
                                                TBD
                                            
                                                Cost Savings:
                                                TBD
                                            
                                                Time Saved:
                                                50hrs/week

PORTFOLIO TERMINAL

├── Finance/

│ ├── Asset_Screener ML Filter

│ ├── Portfolio_Analyzer Risk-Reward Optimizer

│ └── Forecasting_Suite Market Forecasting

├── Business/

│ ├── Business_Analyzer Financial Modeling

│ ├── Business_Intelligencer KPI BI

│ └── Project_Evaluator Planner, CBA

└── Other/

Samos (Coming Soon)

PERFORMANCE METRICS UPDATED

Overall Performance

Projects Completed: 6

Success Rate: TBA

Client Satisfaction: TBA

Repeat Business: TBA

Total Business Impact

Revenue Generated: TBA

Cost Savings: TBD

Efficiency Gains: TBA

ROI Multiple: TBA

Delivery Metrics

Avg Project Duration: TBA

On-Time Delivery: TBA

Budget Adherence: TBA

Scope Creep: TBA

Technical Metrics

Data Accuracy: TBA

Model Precision: TBA

Prediction Accuracy: TBA

System Uptime: TBA

Recognitions

Client Testimonials: TBA

Certification Status: ISO 27001 CERTIFIED

Current Role: FREELANCER

Client Success Stories

Client ROI Stories: TBA

Success Rate: TBA

Reference Clients: TBA

PROJECT KEY FEATURES FLAGSHIP

Asset Screener

                                                Main Filter:
                                                HQM Framework
                                            
                                                Asset Selection:
                                                Multi-Criteria
                                            
                                                Risk Management:
                                                Systematic

Portfolio Analyzer

                                                Risk Assessment:
                                                Multi-Factor
                                            
                                                Benchmarks:
                                                27
                                            
                                                Quantitative Analysis:
                                                Multi-Module
                                            
                                                Correlation Analysis:
                                                ✓

Forecast Suite

                                                Multi-Model Ensemble:
                                                10+ Models
                                            
                                                Technical Indicators:
                                                200+
                                            
                                                Further Sources:
                                                Sentiment+Macro

Business Analyzer

                                                Forecast Accuracy:
                                                TBD
                                            
                                                3-Statement Model:
                                                Automated
                                            
                                                Key Dashboards:
                                                10 Dimensions

Business Intelligencer

                                                KPI/KRI Analytics:
                                                HITL Agentic Workflow
                                            
                                                Synthetic Data:
                                                Enriched
                                            
                                                Metrics Analysis:
                                                72 Types

Project Evaluator

                                                Integrated Deep Research:
                                                ✓
                                            
                                                Cost-Benefit Analysis:
                                                NPV+IRR
                                            
                                                Risk Assessment:
                                                Multi-Factor

3D PROJECT EXPLORER INTERACTIVE

Project Explorer

Hover over spheres to explore projects. Drag to rotate, scroll to zoom.

Axes

X: Complexity

Y: Impact

Z: Scale

DOCUMENTATION & DEMOS PROGRESS

Domain:

Project:

INFRASTRUCTURE MONITORING

CLUSTERS: 1

NODES: 1 (local)

UPTIME: local

CPU UTIL: 42%

MEMORY: 6.2/16GB

STORAGE: 180/512GB

NETWORK I/O: ~8 MB/s

LOAD AVG: 1.1

DISK I/O: ~35 MB/s

PROCESSES: ~240

DATA PIPELINE STREAMING

├── Sources/

│ ├── Market_Feeds Yahoo / APIs

│ ├── News_Streams Optional

│ └── Social_Signals Optional

├── Processing/

│ ├── ETL_Pipeline Python/pandas

│ └── Data_Validation Checks

└── Storage/

├── Time_Series SQLite / CSV

└── Outputs Local / Parquet

NETWORK TELEMETRY REALTIME

THROUGHPUT: 72%

PACKETS/SEC: ~120

LATENCY: ~45ms

ERROR RATE: <0.1%

UPTIME: local

LOCAL ✓

DEV_MACHINE

METHODOLOGY FRAMEWORK

APPROACH: Data-Driven Analytics

FRAMEWORK: CRISP-DM + Agile

DATA SOURCES: APIs, Web Scraping, DBs

VALIDATION: Cross-Validation, A/B Testing

ML TECHNIQUES: Ensemble, classical ML

QUALITY CONTROL: Tests + automation

BUSINESS IMPACT: ROI Analysis, NPV/IRR

DEPLOYMENT: Local / single-node

MONITORING: Scripts + logs

ETHICS & COMPLIANCE: GDPR, Data Privacy

ANALYTICS ENGINE CORE

MACHINE: Single dev box

MEMORY: 16–32GB

STORAGE: Local SSD

GPU: Optional / integrated

OS: Linux / macOS

PYTHON: 3.11 + Conda

ML: Scikit, XGBoost, etc.

DATA: Pandas, NumPy

VERSION CONTROL: Git

SYSTEM STATUS NOMINAL

SYSTEM HEALTH: OK

LAST RUN: On demand

ALERTS: —

BACKUP: Manual / external