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Abdulrahman-S-Asiri/README.md
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Building data platforms, AI systems, and market-intelligence tools from Riyadh.


About Me · نبذة عني

"The goal is to turn data into information, and information into insight."

Coding

I'm Abdulrahman Saad Asiri — a Data Engineer at STC (Saudi Telecom Company), AI Engineer, and self-described learningholic based in Riyadh, Saudi Arabia 🇸🇦.

I build at the intersection of data engineering, data science, AI engineering, and financial markets. My current direction is building an AI company focused on practical agents, market-intelligence tools, and systems that turn messy data into useful decisions.

Data Engineering AI Systems Market Intelligence Quant Finance

🧭 Current Direction

  • 🔭 Building: An AI company focused on agents, ML systems, and market-intelligence products
  • 🧠 Core Work: LLMs · Embeddings · Agentic Systems · Data Engineering
  • 📈 Markets: Saudi Stock Market · Tadawul · Technical Analysis · Portfolio Intelligence

⚡ Learning & Mindset

  • 📚 Studying: CMT Program + production LLM architecture
  • 🌍 Base: Riyadh, Saudi Arabia
  • 🧩 Mindset: If it is new, useful, and hard, I am already studying it

📊 GitHub Analytics

GitHub Performance Most Used Languages



GitHub Streak



Contribution Activity Graph



🏆 Achievement Wall

GitHub Profile Trophies

🛠️ Tech Stack

🧠 Model Layer

Python PyTorch TensorFlow Hugging Face Scikit-Learn XGBoost OpenAI
LLMs · embeddings · ML pipelines · evaluation

🗄️ Data Layer

SQL PostgreSQL Redis Pandas NumPy Jupyter Tableau
data modeling · analytics notebooks · BI reporting

⚙️ API Layer

FastAPI Flask REST APIs WebSockets
service design · typed APIs · realtime channels

🖥️ Interface Layer

Next.js React TypeScript JavaScript Tailwind CSS
dashboards · responsive UI · product workflows

🚢 Delivery Layer

Docker Terraform Git
containers · infrastructure as code · clean version history

📈 Market Layer

Algo Trading Technical Analysis Market Data
Tadawul research · market intelligence · decision systems

🚀 Featured Projects

AI Agents Saudi Market Arabic First Production Systems

🤖 Stock Agents

CIO-Grade Investment Platform Powered by 11 Specialized AI Agents

Next.js TypeScript FastAPI PostgreSQL Redis Docker

  • 👥 11 specialized AI agents collaborating on institutional-quality investment analysis
  • 🌍 Dual-market coverage: US equities and Saudi Tadawul
  • ⚡ Real-time price streaming over WebSockets with Redis-backed caching
  • 📊 Portfolio analytics with automated multi-agent conviction logic
  • 🛠️ Dockerized microservices architecture: FastAPI + Next.js + PostgreSQL

View Stock Agents

⭐ Saudi Market Intelligence

Institutional-Grade Market Intelligence for Tadawul (TASI)

Python PyTorch FastAPI React Tailwind CSS

  • 🧠 BiLSTM + Multi-Head Attention architecture trained on 40+ technical features
  • 🎯 Monte Carlo Dropout for calibrated confidence scores: 25-95%
  • 📈 Real-time stock scanner ranking 200+ Saudi stocks by signal strength
  • 💼 Full portfolio tracking with P/L, risk metrics, and trade execution

View Saudi Market Intelligence

📚 Data Science Basics — From Zero to Hero

Comprehensive Bilingual Arabic / English Data Science Guide · ⭐ 50+ Stars

Python Jupyter Scikit-Learn Pandas

  • 🎓 End-to-end curriculum covering machine learning, deep learning, and practical Python
  • 🌐 Fully bilingual content for the Arabic-speaking community
  • 📓 Hands-on Jupyter notebooks from fundamentals through production-ready patterns
  • ✨ Most-starred repo in my public portfolio and a community-validated learning resource

View Data Science Basics

💼 Bidaya (بداية)

AI-Powered Interview Coach with Voice AI & Real-Time Feedback

React Flask OpenAI Vite

  • 🎙️ Voice AI pipeline: Speech-to-Text, Text-to-Speech, live recording
  • 🤖 Multi-AI support: GPT-4o, Grok, Llama 3.1, Gemini
  • 🎯 Smart interview modes with Behavioral, Technical, Mixed, and difficulty levels
  • 🌐 Bilingual support: Arabic & English with resume analysis
  • 📊 Analytics dashboard with performance tracking and 7-day action plans

View Bidaya

💬 Sentiment Insight

AI-Powered Sentiment Analysis Platform — Understand Feelings. Empower Decisions.

FastAPI PyTorch HTML5 JavaScript

  • 🧠 Transformer-based sentiment model served via a FastAPI inference layer
  • 🎨 Clean, branded web interface for real-time inference
  • ⚙️ Production-oriented packaging with clear request/response contracts
  • 📦 Ships with full branding guide and deployment documentation

View Sentiment Insight

🧠 Mindmaps Encyclopedia

Interactive, Deeply-Detailed Tech Mindmaps

Python HTML5 CSS3

  • 📚 30+ comprehensive interactive mindmaps covering major tech domains
  • 🔎 Detailed reference branches attached to every mindmap for deeper learning
  • ⚙️ Automated generation via Python, exported to HTML
  • 🌐 Centralized portal dashboard for easy navigation

View Mindmaps

🕌 Tasamuh VR (تسامح)

Interactive Arabic VR Experience on Tolerance, Justice, and Revenge

JavaScript WebXR HTML5

  • 🥽 Immersive VR storytelling exploring tolerance, justice, and revenge
  • 🌍 Arabic-first experience designed for cultural and educational contexts
  • 🎨 Interactive scenes built for web-based VR delivery

View Tasamuh VR

🛡️ Cyber-Awareness

Interactive Cybersecurity Awareness Training Platform

HTML5 CSS3 JavaScript

  • 💥 Shock splash animation simulating a breach scenario for awareness training
  • ✅ Step-by-step incident response checklist: disconnect, passwords, 2FA, scan
  • 📚 Preventive tips in Arabic RTL with responsive dark UI and glitch effects
  • 🔄 Replay control for demos and repeated training sessions

View Cyber-Awareness

🤝 Open-Source Contributions

🧠 SA-Retrieval Embeddings (0.2B)

Retrieval-Optimized Embedding Model for Saudi Arabic RAG Systems

Transformers PyTorch

  • 🔍 88% Top-1 Accuracy · 99.2% Recall@5
  • 🗣️ Optimized for Saudi dialect + MSA
  • 🔗 Hard negatives + triplet-based discrimination
  • 📚 MARBERTv2 → SA-BERT → SA-STS (768-dim)

View Model

🏆 SAFIR Leaderboard

Arabic AI Benchmark by NAMAA

Gradio Python

  • 📊 Ranks Arabic AI models across benchmarks
  • 🌐 Open-source platform for Arab AI research
  • 👥 Community-driven evaluation and collaboration
  • 🧩 Network for Advancing Modern Arabic AI

View Leaderboard

🔒 Private Projects

Selected Private Repositories Strategic Builds Limited Public Details

Private work I keep intentionally scoped here: important systems, limited details, clear engineering focus.

⚙️ CodeForge

Private full-stack development platform with infrastructure automation

Private Repo Priority Build Full Stack Terraform

Focus Developer workflows and platform tooling
Stack Full-stack app architecture + Terraform infrastructure
Purpose Make development, deployment, and infrastructure work more repeatable

📈 Stock_101

Private Python stock market research and analysis workspace

Private Repo Market Research Python Markets

Focus Stock market analysis, research, and technical review
Stack Python-based market analysis workflow
Purpose Organize trading ideas, signals, and market observations

🎓 Education & Certifications

💻 B.Sc. Computer Science

Majmaah University

Computer Science

🤖 Data Science & AI Bootcamp

Tuwaiq Academy

Data Science and AI

📈 CMT Candidate

Chartered Market Technician Program

Market Technician

📊 Data Scientist Associate

DataCamp

Data Scientist

🧠 Deep Learning Fundamentals

NVIDIA

Deep Learning

👑 Leadership & Experience

🏢 Data Engineer · stc (Saudi Telecom Company)

Building scalable data pipelines and AI systems for the region's leading digital enabler.

Data Engineering AI Systems Telecom

🏦 Head of Investment Committees

Investment Club

Leading strategic investment decisions and portfolio management initiatives.

Portfolio Leadership

📈 Head of Financial Analysis

Investment Club

Directing financial research and market analysis operations.

Financial Analysis

🤝 Let's Connect

I'm open to focused conversations around AI, data engineering, quant finance, and practical collaboration.


LinkedIn

Professional


Network & Career 		X

Thoughts


AI · Markets · Tech 		Hugging Face

Models


Research & Releases 		Email

Direct


Collab Inquiries

Collaborations Research Partnerships AI Projects Speaking

⭐ If you like my work, consider starring a repo — it means a lot!

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