About Fotios Mpouris
Innovative full-stack developer and multimedia specialist combining technical expertise with creative design capabilities. Features 4+ years of Unity/C# development experience alongside advanced Python application development and Adobe Creative Suite mastery. Demonstrates exceptional ability in developing AI-integrated applications, interactive digital experiences, and automated solutions. Brings unique background in client relations and project coordination, enabling effective communication between technical and non-technical stakeholders.
My path includes leading technical initiatives for startups, nonprofits, and creative brands—always aiming to merge artistry with technical excellence. Passionate about empowering others through bespoke development services and community-driven projects like Pythos.
Below is a summary of my professional background, showcasing technical leadership, full-stack development, and creative media expertise:
Technical Artist & AI Developer
Massachusetts | March 2025 - Present (Continued Development)
- Architected and deployed Hard-E, a production multi-agent AI system cloning Sales Director expertise for a contracting company using OpenAI Agents SDK, AWS EC2, and hybrid orchestration architecture
- Engineered stateful conversation management enabling complex multi-turn workflows (script generation, customer creation) with custom dataclass-based state tracking across agent handoffs
- Implemented dual-environment AWS deployment strategy with independent systemd services, Nginx reverse proxy, SSL automation, and zero-downtime updates for production and streaming versions
- Built LLM-powered entity extraction pipeline handling speech-to-text artifacts (voice input normalization, synonym mapping, state validation) achieving 95%+ accuracy for natural language customer creation
- Integrated six external APIs (OpenAI, xAI Grok, Perplexity, Leap CRM, AWS S3, ElevenLabs) with comprehensive error handling, retry logic, and response validation
- Developed intelligent script generation analyzing 90+ distilled sales transcripts to create personalized video scripts using representative examples and client-specific CRM data
- Created automated video processing pipeline converting 300+ archived presentations into structured JSON training data for agent knowledge bases
- Designed seven specialized AI agents with focused responsibilities: routing, CRM operations, knowledge retrieval, web search, transcript analysis, and stateful workflow management
Technical Lead & Full-Stack Developer | Hybrid | Volunteer/Pro Bono
Startup Civic Engagement Project | Massachusetts | 2024 - Present
- Architected and deployed comprehensive websites using modern web technologies and responsive design principles
- Engineered data management system integrating Streamlit Cloud, AWS, and Palantir Foundry for scalable analytics
- Developed dynamic motion graphics and promotional content using Adobe Creative Suite
- Implemented community engagement platform using Mighty Networks with custom integration
- Designed and maintained technical documentation for system architecture and workflows
- Led technical decision-making processes and infrastructure planning
- Created automated data processing pipelines for enhanced operational efficiency
Technical Development Specialist | Remote | Pro Bono
Patriot Contracting Sales Dept | Massachusetts | 2024 - 2025
- Engineered AI-powered sales training assistant integrating 300+ video archive
- Developed automated video processing system using Microsoft Playwright/Python
- Created comprehensive promotional content utilizing Adobe Creative Suite
- Implemented web scraping functionality for real-time builder supplier product information
- Designed scalable architecture for AI agent integration and swarm AI implementation
- Managed complete development lifecycle from conception to testing and deployment