09/27/2025 updated

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Quantitative Finance Developer | Algorithmic Trading Expert

Islamabad, Pakistan
Only remote
International A Levels in Math, Computer Science, Physics
Islamabad, Pakistan
Only remote
International A Levels in Math, Computer Science, Physics

Profile attachments

Ayaan Afridi QuantFi-1.pdf

Application Programming Interfaces (APIs)Algorithmic TradingCapital AllocationData VisualizationMathematical FinancePerformance ManagementFinancial SystemsFinancial ModelingPython (Programming Language)Portfolio ManagementBacktestingTrading StrategyWebSocketMetricsCrypto CurrencyRisk Management
Python Programming
Advanced Python development for financial applications, creating algorithmic trading bots that deliver 15% monthly ROI and implementing real-time trading systems.

Algorithmic Trading
Design and deployment of 30+ custom algorithmic trading bots for crypto and traditional markets with grid and trend-following strategies achieving significant returns.

Financial Modeling
Development of quantitative finance models and real-time dashboards for tracking positions, historical metrics, and performance analytics.

API Integration
Implementation of REST/WebSocket APIs and CCXT for seamless trading across multiple cryptocurrency exchanges.

Backtesting
Robust backtesting methodologies for trading strategies, ensuring reliable performance metrics before deployment.

Data Visualization
Creation of interactive dashboards using tools like Dash and Streamlit for monitoring trading performance.

Risk Management
Portfolio optimization with rebalancing and maximum drawdown controls for better capital allocation across strategies.

Experience

Professional experience0 - 5 years
Freelancer since2022

Languages

GermanBasic knowledgeEnglishFluent

Project history

Quantitative Developer

Freelance
Designed and deployed 30+ custom algorithmic trading bots for clients across crypto and traditional markets. Delivered profitable, production-grade systems with robust backtesting, signal execution, and portfolio management capabilities.

Developer

Project
Automated Crypto Trading Bot: Developed a crypto trading bot using Python, which streamlined trading processes and improved efficiency. Implemented a grid-based trading strategy, helping to achieve an average of 15% monthly profits for users. Integrated CCXT along with APIs from multiple cryptocurrency exchanges for seamless trading across various platforms.

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