Simranjit Kaur Gill

Founder @Stealth AI Startup

London, GB

Founded TIFF, a next-generation debate training platform leveraging AI and real-time interaction to build critical thinking and argumentation skills for learners of all levels.Spearheaded product development, technical architecture, and strategic direction. Engineered the platform from the ground up, prioritizing scalability, low-latency communication, and ethical AI integration.Key contributions:Designed and implemented a real-time debate system using SwiftUI, Firebase Firestore, and WebSockets with dynamic AI-powered matchmaking and moderationIntegrated OpenAI GPT-based models for argument evaluation, stance generation, and real-time feedback scoringArchitected modular back-end services for AI moderation, turn-taking logic, profanity filtering, and debate analyticsDeveloped a gamified user progression system (XP, badges, ranks) to boost engagement and retentionConducted agile development cycles with rapid prototyping and user feedback loops across student and educator cohortsBuilt secure infrastructure with authentication, user data protection, and cloud deployment pipelines via Firebase, GitHub Actions, and DockerCurrently preparing for private beta, refining LLM feedback alignment, and exploring grant funding, edtech partnerships, and accelerator entry.