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   ╔═══════════════════════════════════════════════════════════════════════╗
   ║         AI • ECONOMICS • QUANT  │  FOREIGN EXCHANGE TRADER           ║
   ║    Exploring the intersection of AI, Economics & Financial Markets    ║
   ╚═══════════════════════════════════════════════════════════════════════╝
Typing SVG

📊 REAL-TIME SYSTEM METRICS

@@                       IDENTITY VERIFICATION                        @@
+ LOCATION:        🇫🇷 Orléans, France
+ EDUCATION:       Double BS in Computer Science & Economics
+ INSTITUTION:     University of Orléans (One of 2 universities offering this program)
+ SPECIALIZATION:  Artificial Intelligence & Data Science for Economic Modeling
+ LANGUAGES:       English 🇬🇧 | French 🇫🇷 | Arabic 🇱🇧 (Trilingual)
@@                        CURRENT OPERATIONS                          @@
! ROLE:            Foreign Exchange Trader (2022 - Present)
! FOCUS:           Quantitative & Economic Based Trading
! STRATEGY:        Technical Analysis • Volume Patterns • AI-Driven Decisions
! SECONDARY:       MQL5 Tutor • Freelance AI & Web Developer
! PROJECTS:        50+ Published on GitHub
@@                         ACHIEVEMENTS                               @@
# SCHOLARSHIP:     France Excellence Major 🏆 (Prestigious)
# CERTIFICATIONS:  6 Professional Certifications (IBM, FreeCodeCamp, Khan Academy)
# FREELANCE:       Level 2 Seller • Dozens of 5-Star Reviews
# IMPACT:          Satisfied Clients Worldwide

⚡ PROFICIENCY MATRIX ⚡

Python         ████████████████████░░  90%  ▓▓▓▓▓▓▓▓▓▒░
Statistics     ████████████████████░░  87%  ▓▓▓▓▓▓▓▓▒░░
Financial Mkts ██████████████████░░░░  82%  ▓▓▓▓▓▓▓▓░░░
MQL5           █████████████████░░░░░  79%  ▓▓▓▓▓▓▓░░░░
Deep Learning  ████████████████░░░░░░  72%  ▓▓▓▓▓▓▒░░░░
AI/ML          ██████████████░░░░░░░░  70%  ▓▓▓▓▓▓░░░░░
Data Analysis  █████████████░░░░░░░░░  68%  ▓▓▓▓▓▒░░░░░
Economics      █████████████░░░░░░░░░  65%  ▓▓▓▓▓░░░░░░
SQL            ████████████░░░░░░░░░░  60%  ▓▓▓▓░░░░░░░
Kotlin         ███████████░░░░░░░░░░░  55%  ▓▓▓░░░░░░░░

🔷 TECH STACK ARCHITECTURE

⚙️ CORE TECHNOLOGIES

Python SQL Kotlin

🤖 AI & MACHINE LEARNING

AI/ML Deep Learning LSTM Networks NLP KNN Algorithms

📊 DATA SCIENCE & ANALYTICS

Data Analysis Statistics Statistical Models Time Series

💹 TRADING & FINANCE

MQL5 MetaTrader 5 Algorithmic Trading Quantitative Analysis

🎓 ECONOMICS & MANAGEMENT

Economics Econometrics Financial Markets Management


🚀 FEATURED PROJECTS // SYSTEM.INIT

╔══════════════════════════════════════════════════════════════════════════════╗
║                          ACTIVE DEPLOYMENTS                                  ║
╚══════════════════════════════════════════════════════════════════════════════╝

🔹 [01] AI SEQUENTIAL TRADING MODEL

Status: ████████████████████████ 100% OPERATIONAL

Description: A unique, proprietary AI trading model leveraging sequence mathematics and KNN algorithms for multi-variable market analysis.

Tech Stack: PythonKNN AlgorithmsSequence MathematicsMulti-Variable Analysis

Impact: Advanced pattern recognition in forex markets with real-time execution capabilities.

Key Features:

  • ⚡ Multi-dimensional data analysis
  • 📊 Temporal pattern recognition
  • 🎯 Predictive modeling engine
  • 🔄 Real-time market adaptation

🔹 [02] MARKET SEASONAL ANALYSIS SYSTEM

Status: ████████████████████████ 100% OPERATIONAL

Description: Quantitative analysis tool that identifies recurring seasonal patterns in financial markets, leveraging statistical models to forecast market behavior based on historical cycles and seasonal trends.

Tech Stack: PythonStatistical ModelsTime Series AnalysisMarket Forecasting

Impact: Historical cycle analysis for accurate market behavior prediction and strategic positioning.

Key Features:

  • 📈 Seasonal decomposition analysis
  • 🔍 Multi-year trend identification
  • 🌊 Cycle forecasting algorithms
  • 📉 Historical backtesting framework

🔹 [03] ECONOMIC NEWS ANALYZER (NLP)

Status: ████████████████████████ 100% OPERATIONAL

Description: Advanced AI tool that analyzes news data to extract actionable insights, sentiment trends, and market-relevant information in real-time.

Tech Stack: PythonNLPSentiment AnalysisData Mining

Impact: Real-time economic sentiment tracking and market impact assessment for informed trading decisions.

Key Features:

  • 🗞️ Sentiment extraction engine
  • 🎯 Market signal detection
  • ⚡ Real-time data processing
  • 🌐 Multi-source aggregation

🔹 [04] LSTM TRADING INDICATOR

Status: ████████████████████████ 100% OPERATIONAL

Description: AI-powered trading indicator built using Long Short-Term Memory networks to analyze temporal market patterns and predict price movements.

Tech Stack: PythonLSTM NetworksDeep LearningTime Series Analysis

Impact: Advanced temporal pattern analysis for short-term and medium-term market predictions.

Key Features:

  • 🧠 Sequential memory architecture
  • 📊 Pattern learning algorithms
  • 🎯 Adaptive predictions
  • ⚡ High-frequency analysis capability

📜 CERTIFICATIONS // CREDENTIAL.VERIFY

╔══════════════════════════════════════════════════════════════════════════════╗
║                         VERIFIED CREDENTIALS                                 ║
╚══════════════════════════════════════════════════════════════════════════════╝
🏆 Certification 🏢 Organization 📅 Year ✅ Verification
Enterprise Data Science in Practice IBM 2026 🔗 Verify
Machine Learning for Data Science IBM 2026 🔗 Verify
Python Developer Certification FreeCodeCamp 2026 🔗 Verify
AI Fundamentals IBM 2025 🔗 Verify
Introduction to Economics Khan Academy 2026 🔗 Verify
EF SET English Certificate (C2) EF SET 2025 🔗 Verify

💼 EXPERIENCE TIMELINE // CAREER.LOG

┌─────────────────────────────────────────────────────────────────┐
│ 2022 - PRESENT  │ Foreign Exchange Trader                       │
├─────────────────┼───────────────────────────────────────────────┤
│ TYPE            │ Quantitative & Economic Based Trading         │
│ FOCUS           │ Technical Analysis • Economic Modeling        │
│ STRATEGY        │ Volume-Based Market Strategies                │
│ TECH            │ AI-Driven Trading Decisions                   │
│ DESCRIPTION     │ Quantitative Trading specializing in          │
│                 │ technical analysis, economic modeling, and    │
│                 │ volume-based market strategies, leveraging    │
│                 │ artificial intelligence to drive data-driven  │
│                 │ trading decisions.                            │
└─────────────────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────────────────┐
│ MAY - OCT 2025  │ MQL5 Tutor                                    │
├─────────────────┼───────────────────────────────────────────────┤
│ TYPE            │ International Students • Coaching             │
│ FOCUS           │ Advanced MQL5 Expert Advisor Coding           │
│ SPECIALTY       │ Trading Mathematics • Financial Charts        │
│ TECH            │ Algorithms • Quantitative Models              │
│ DESCRIPTION     │ Teaching advanced MQL5 expert advisor coding, │
│                 │ empowering others to build intelligent,       │
│                 │ automated trading systems. Diving deep into   │
│                 │ the mathematics behind financial charts,      │
│                 │ exploring the algorithms, patterns, and       │
│                 │ quantitative models that drive market         │
│                 │ behavior and strategic decision-making.       │
└─────────────────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────────────────┐
│ MAY - OCT 2025  │ Freelance Programmer                          │
├─────────────────┼───────────────────────────────────────────────┤
│ TYPE            │ AI Development • Web Development              │
│ SERVICES        │ Custom AI Projects • Professional Websites    │
│ TECH            │ Python • Machine Learning • Full Stack        │
│ ACHIEVEMENT     │ Level 2 Seller • Dozens of 5-Star Reviews     │
│ DESCRIPTION     │ Developed AI-driven projects for clients,     │
│                 │ delivering intelligent, data-powered          │
│                 │ solutions tailored to real-world business     │
│                 │ challenges. Designed and developed            │
│                 │ professional websites, combining technical    │
│                 │ precision with user-focused design.           │
│                 │ Recognized for reliability, innovation, and   │
│                 │ outstanding client satisfaction.              │
└─────────────────────────────────────────────────────────────────┘


📈 GITHUB ANALYTICS // DATA.METRICS

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║                        PERFORMANCE ANALYTICS                                 ║
╚══════════════════════════════════════════════════════════════════════════════╝
GitHub Streak

🌐 NETWORK PROTOCOLS // CONNECT.SYS

┌───────────────────────────────────────────────────────────────────┐
│                    AVAILABLE CONNECTION PORTS                     │
└───────────────────────────────────────────────────────────────────┘

Email LinkedIn GitHub Kaggle X Portfolio LinkTree MT5 Marketplace SciTrade


🎯 CURRENT OBJECTIVES // MISSION.QUEUE

@@                         RESEARCH INITIATIVES                       @@
+ Advanced LSTM architectures for financial forecasting
+ Sentiment analysis integration with trading algorithms  
+ Economic modeling with AI-powered pattern recognition
+ Multi-variable time series analysis for market prediction
+ Statistical methods for seasonal market analysis
@@                       DEVELOPMENT PIPELINE                         @@
! Expanding AI trading model capabilities
! Real-time data pipeline optimization  
! Backtesting framework enhancement
! Algorithmic execution system refinement
! MQL5 Expert Advisor development
@@                        LEARNING OBJECTIVES                         @@
# Econometrics for advanced market modeling
# Deep Learning architectures in time series
# Advanced statistical methods for financial forecasting
# Machine Learning applications in economic research
# Quantitative finance and algorithmic trading strategies
@@                     COLLABORATION INTERESTS                        @@
- Open-source contributions to FinTech projects
- Research partnerships in AI/Economics intersection
- Knowledge sharing through technical tutorials
- Quantitative finance community engagement
- Economic data science initiatives

📊 CONTRIBUTION GRAPH // ACTIVITY.VIS

GitHub Activity Graph


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║                                                                              ║
║    "I believe that the future of finance and management belongs to those    ║
║     who can blend quantitative reasoning, economic understanding, and       ║
║     technological innovation."                                              ║
║                                                                              ║
║                              - Youssef Bechara                               ║
║                                                                              ║
╚══════════════════════════════════════════════════════════════════════════════╝

💫 SYSTEM STATUS: ONLINE & OPERATIONAL 💫

Profile Views
[████████████████████████████████████████] 100% LOADED
>>> READY FOR COLLABORATION
>>> ACCEPTING NEW CONNECTIONS  
>>> DATA STREAMS: ACTIVE
>>> AI MODELS: TRAINING
>>> TRADING SYSTEMS: OPERATIONAL

📅 Last Updated: February 2026 | ⚡ Version: 2.0.QUANTUM | 🔐 Status: VERIFIED

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