Preqin ★ Featured Completed

Senior Software Engineer - II

Preqin Financial Analytics

Developed a unique, data-driven graph for benchmark comparison of funds, providing critical insights on attributes like Net IRR and Net Multiple.

📅 Jan 2019 - Jul 2021

📋 Project Overview

As a Senior Software Engineer - II at Preqin, I contributed to the development of cutting-edge financial analytics tools that serve the global private equity and alternative investment community. My work focused on creating sophisticated data visualization solutions and enhancing the financial analysis capabilities of the platform.

🎯 Key Responsibilities & Achievements

Data Visualization & Analytics

  • Developed unique, data-driven graphs for benchmark comparison of funds
  • Provided critical insights on attributes like Net IRR and Net Multiple
  • Created interactive visualization tools for complex financial data
  • Implemented advanced charting solutions for investment analysis

Advanced Filtering & Export Systems

  • Engineered advanced filtering functionalities for benchmark comparison pages
  • Enabled data analysis across various formats for comprehensive reporting
  • Created flexible export systems supporting multiple data formats
  • Implemented efficient data processing pipelines for large datasets

Custom Benchmark Solutions

  • Designed custom benchmark layout for unique insights
  • Facilitated real-time data comparison across multiple funds
  • Created intuitive user interfaces for complex financial analysis
  • Implemented responsive design for cross-platform accessibility

🚀 Technical Achievements

Financial Module Enhancement

  • Maintained and enhanced the Financial Module for improved functionality
  • Integrated AI tools for automated rendering of annual financial statements
  • Created intelligent data processing systems for financial report generation
  • Implemented validation mechanisms for data accuracy and integrity

Design System Contribution

  • Contributed to the company-wide Design System for consistent UI/UX
  • Established reusable component libraries for development efficiency
  • Created documentation and guidelines for component usage
  • Fostered consistency across multiple applications and platforms

Chrome Extension Development

  • Developed Chrome extension for extended functionality
  • Created browser-based tools for enhanced user productivity
  • Implemented secure data handling for sensitive financial information
  • Built intuitive user interfaces for browser-based interactions

✅ Impact & Results

The Preqin Financial Analytics project delivered significant value:

  • Enhanced fund comparison capabilities with unique data visualization
  • Improved data analysis efficiency through advanced filtering
  • Streamlined report generation with AI-powered automation
  • Increased user productivity through Chrome extension tools
  • Established consistent design patterns across the platform

🛠️ Technologies Used

  • Frontend: JavaScript, HTML5, CSS3, Modern ES6+ features
  • Data Visualization: D3.js, Chart.js, Custom charting libraries
  • AI/ML Integration: Python, Machine Learning APIs, Data Processing
  • Browser Extension: Chrome Extension APIs, Web APIs
  • Design System: Component libraries, CSS frameworks, UI guidelines
  • Version Control: Git, GitHub, Collaborative development

🧑‍🤝‍🧑 Team Collaboration

  • Collaborated with data scientists on AI integration projects
  • Worked with product managers to understand business requirements
  • Coordinated with design teams on UI/UX improvements
  • Supported QA teams in testing and validation processes
  • Mentored junior developers on best practices and technical standards

🏆 Key Projects

Benchmark Comparison Engine

  • Created sophisticated comparison algorithms for fund performance
  • Developed interactive charts for Net IRR and Net Multiple analysis
  • Implemented real-time data synchronization for accurate comparisons
  • Built responsive interfaces for various device types

AI-Powered Financial Statement Generator

  • Integrated machine learning models for automated report generation
  • Created intelligent data parsing and formatting systems
  • Implemented quality assurance mechanisms for generated reports
  • Developed user-friendly interfaces for AI tool interaction

Cross-Platform Design System

  • Established consistent design patterns across multiple applications
  • Created comprehensive component documentation and guidelines
  • Implemented automated testing for component reliability
  • Built design tokens system for consistent theming

🔧 Development Practices

  • Agile Development with sprint planning and iterative delivery
  • Code Review Process ensuring quality and knowledge sharing
  • Test-Driven Development with comprehensive testing strategies
  • Continuous Integration with automated testing and deployment
  • Documentation Standards for maintainable and scalable code

📈 Professional Growth

During my tenure at Preqin, I:

  • Developed expertise in financial data visualization and analytics
  • Enhanced skills in AI integration for automated report generation
  • Gained proficiency in browser extension development for productivity tools
  • Strengthened understanding of private equity and alternative investments
  • Improved system design capabilities for complex financial applications

🌟 Innovation & Problem Solving

  • Pioneered unique visualization approaches for complex financial data
  • Solved performance challenges in large dataset processing
  • Created innovative user interaction patterns for financial analysis
  • Developed efficient algorithms for real-time data comparison
  • Implemented creative solutions for cross-platform compatibility

🛣️ Legacy & Impact

The solutions and innovations I contributed at Preqin:

  • Advanced benchmark comparison tools still used by investment professionals
  • Design system components adopted across multiple product lines
  • AI integration patterns that influenced future development approaches
  • Chrome extension architecture that served as template for other tools
  • Performance optimization techniques that improved platform responsiveness

📊 Financial Domain Expertise

Through my work at Preqin, I gained deep understanding of:

  • Private equity fund analysis and performance metrics
  • Investment benchmarking methodologies and standards
  • Financial reporting requirements and compliance
  • Alternative investment data structures and relationships
  • Institutional investor needs and workflows

Technologies Used

JavaScript Data Visualization AI Integration Chrome Extension Design System