Bradley Coughlin

Pre-Launch Startup

• Context Window Management Agent - Architected sophisticated conversational AI system with primary agent (FastAPI/LangChain) and proactive MCP memory management tool utilizing Milvus vector database and Ollama to reduce context overhead by up to 90%.
• Computer Vision & AI Integration - Developed MCP vision server combining Google Gemini API with OpenCV for automated image/video analysis, achieving 95% accuracy in real-time game content recognition using ORB feature matching.
• Advanced AI Workflows - Created langchain agents with telephony capabilities (ElevenLabs) and MCP tools for managing calendars, email, and ChatGPT chat and reasoning models.

Goldman Sachs

• Designed and developed AI-powered incident bot using Python and Microsoft Bot Framework to collect and analyze SEV tickets and knowledge base articles. Implemented NLP processing with 85% accuracy, achieving 10% reduction in response times across 8k engineers.
• Built automation scripts and APIs for Active Directory to Azure Cloud AD migration affecting 50k chat users. Developed PowerShell and REST API integrations improving user management efficiency by 50%.
• Architected group management system for information barrier compliance governing buy-side and sell-side communication. Analyzed complex Azure AD Graph API queries and built Python analysis scripts to determine impact on 100k+ chat rooms.
• Developed mobile application integration with Microsoft Intune, implementing SSO authentication flows and MDM policies. Coordinated with engineering teams on React Native implementation increasing adoption by 200%.
• Led technical integration of financial chat application on iOS and Android to Microsoft Intune. Coordinated deep-dive engineering sprints with networking, mobile engineering, auth, and vendor teams.

Perceptyx

• Spearheaded redesign and development of 100% accessible version (WCAG compliant) of Hierarchy Report for Microsoft, serving 150,000+ employees with 99.8% accessibility score validation.
• Led development sprints shipping 30+ accessibility tickets for Microsoft in under a week, implementing React components with full keyboard navigation and screen reader support.
• Built accessibility-first design system with 50+ reusable components addressing tab navigation, screen reader compatibility, and visual adaptations meeting WCAG AA standards.
• Collaborated with Apple's People Analytics team on React-based survey platform, exceeding stringent accessibility standards for company-wide employee survey serving 100k+ employees.

Mattermost

• Wrote high quality, peer-reviewed, self-testing code for production app used by Uber, SpaceX, Tesla, Samsung, Daimler, the DoD, Bungie and more.
• Enhanced UI component architecture based on UX design system specifications and collaborated with designers on interactions, animations, and form validation.
• Core Committer: reviewed pull requests from community developers around the globe specific to React, JavaScript, Redux, TypeScript, and CSS.
• Contributed to TypeScript migration and SaSS integration and theming specification. Built unit tests (Enzyme, Jest) and e2e tests (Cypress) for critical path components.

Symphony Communication Services, LLC

• Built comprehensive marketing website ecosystem for $1B valuation fintech startup backed by Goldman Sachs using Laravel backend with Vanilla JavaScript and SaSS frontend, serving 99.998% uptime.
• Architected event-driven analytics pipeline capturing 100k+ monthly interactions and feeding data to ELK/Kibana stack for real-time insights. Identified user behavior patterns reducing customer churn by 25%.
• Increased organic page views by 75% through technical SEO implementation and content optimization, while improving signup conversion rates by 2x through A/B testing and UX improvements.
• Maintained enterprise-grade AWS infrastructure leveraging EC2, EBS, Route 53, VPC, CloudFront, and ELB for high-availability deployment supporting global financial services clients.