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Projects

Here you can find information about my various projects and consultancy work — from AI agents and RAG systems to production computer vision.

Recent Projects

Krifa RAG: Norwegian Legal Text Retrieval Chatbot

March 2026 - Production RAG system for Norwegian labor law (Arbeidsmiljøloven) built for Krifa, one of Norway's largest unions. Features legal-aware chunking, FAISS retrieval, lawyer-validated gold dataset, and deployed as an embeddable chat widget.

Multi-Agent System for Media Asset Management

2025 – 2026 - ADK-based multi-agent system automating video-production workflows at Forzasys: agents orchestrated over tool-calling handle media search, editing, clip export and social-media publishing, reducing manual editing effort in the content pipeline.

HITAI: AI-Powered Combat Sports Intelligence Platform

January 2025 - As Co-founder & Head of AI, I launched HITAI, the first all-in-one combat sports analytics platform. Our AI-powered solution turns raw fight footage into real-time insights using only video and computer vision - no sensors or wearables required. Delivered live analytics during a broadcast watched by hundreds of thousands of viewers.

VR Soccer: XR + AI Fan Engagement Platform

January 2025 - Innovative XR + AI application designed to revolutionize fan engagement during live soccer games. Combines computer vision, AI-powered player detection, and 3D visualization to show real-time player positions on an interactive 3D map.

SmartCrop: AI-Based Cropping of Soccer Videos

September 2024 - AI-based system designed to enhance the presentation of soccer videos by intelligently identifying points of interest within each frame. Now in production with Forzasys, actively used by Swedish and Norwegian soccer clubs.

SmartCrop-H: AI-Based Cropping for Ice Hockey

October 2024 - Advanced AI-based video cropping solution tailored specifically for ice hockey. Now in production with Forzasys and used by the Swedish Hockey League (SHL).

Focus Areas

My work focuses on:

  • AI Agents & LLM Systems: Production agentic systems with tool-calling, RAG, LangChain and ADK
  • Computer Vision and Video AI: Object detection, tracking, video analytics and content-aware processing
  • Real-time Analytics: Scalable solutions for live data processing and broadcast
  • Cloud & MLOps: Production deployment on Google Cloud and AWS

💼 Consultancy

I'm available for consultancy work in AI in general — especially AI agents and computer vision. Whether you need an agentic system designed from scratch, a RAG assistant taken to production, or a vision pipeline for video at scale: sa.shafiee.sabet@gmail.com