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IdoPeer14/README.md

Hi there 👋 I'm Ido Peer

🚀 Junior Full-Stack & Python Backend Developer | AI-Driven Automation & Data Engineering

I'm a Python developer specializing in scalable backend systems, AI-driven automation, and data pipelines. Currently building and running PeerX — a production-grade trading automation platform with real money on the line.

🔭 What I'm Working On

  • PeerX: Live AI-driven trading system managing real portfolio with multi-DB backend, OpenAI decision engine, and real-time execution
  • Building robust data pipelines processing 10,000+ tickers weekly
  • Engineering automated trading strategies with strict no-future-data guarantees

💡 What I Bring to the Table

  • Fast learner with strong initiative and high ownership mentality
  • End-to-end development experience from design to production
  • Strong analytical skills and systematic debugging approach
  • Experience with complex, long-term systems requiring engineering discipline
  • Leadership background (IDF: Led 350+ soldiers, managed 20-30 instructors)

🛠️ Tech Stack

Languages

Python SQL JavaScript TypeScript C#

Backend & APIs

FastAPI REST Streamlit

AI & Automation

OpenAI Pydantic

Data Engineering

Pandas NumPy

Databases

PostgreSQL TimescaleDB

DevOps & Tools

Git Docker Linux AWS

🎯 Featured Project: PeerX

AI-Driven Trading Automation System | [View Details]

A production-grade trading platform I designed and built from scratch, currently managing live investments:

Key Features

  • 🗄️ Multi-database backend handling 10,000+ tickers weekly and 1,500 stocks daily
  • 🤖 AI decision engine using OpenAI with schema validation and deterministic guardrails
  • 📊 High-performance market scanning analyzing thousands of datapoints per cycle
  • ⚡ Real-time trading execution via IBKR API with bracket orders and position sync
  • 🔄 Automated ETL workflows with NYSE-aware timing and data integrity guarantees
  • 🧪 Robust backtesting engine with strict no-future-data policy
  • 📈 Streamlit operations dashboard with live monitoring and Slack alerts

Tech Stack

Python FastAPI PostgreSQL TimescaleDB OpenAI API IBKR API Pandas TA-Lib Streamlit

💼 Professional Background

Freelance Web Development (2021-2022)

  • Built client websites with Angular, JavaScript, and Wix
  • Improved site performance by 30-50%
  • Delivered responsive UI and SEO optimizations

🎓 Education

HAKLAI SCHOOL (2019-2022)
Graduated with Honors - 10 units Computer Science

📫 Let's Connect

Email LinkedIn Phone

💬 About Me

  • 🔍 Strong debugging and analytical problem-solving skills
  • 🚀 High ownership of complex, long-term systems
  • 🧠 Curious, self-driven, and highly adaptable
  • 😎 Calm and pragmatic approach under pressure
  • 🎯 Seeking backend/automation/AI roles in modern engineering teams

⭐️ From IdoPeer14

Pinned Loading

  1. IBKR_API IBKR_API Public

    Clean REST API for Interactive Brokers trading automation. Place orders, track positions, monitor executions - built with FastAPI for high-performance algorithmic trading systems.

    Python 1