It-Jim

Production AI systems for real-world products We build production-ready AI systems, not research demos or isolated models. Our focus is on computer vision, edge AI, audio & music AI, and AI-powered iOS applications, where accuracy, latency, and real-world constraints matter. We design and deliver end-to-end AI pipelines, from data analysis and model development to optimization, deployment, and long-term support. Core Expertise • Computer Vision Systems Object detection, tracking, segmentation, 2D/3D reconstruction, geometry-aware pipelines • Edge AI & On-Device ML On-device inference, CoreML, TensorRT, model optimization for iOS and edge environments • Audio, Speech & Music AI Speech recognition, voice processing, phoneme segmentation, audio analysis, sound and vocal generation • AI-Powered iOS Applications Swift, ARKit, LiDAR, TrueDepth, RoomPlan, custom ML integration • ML Deployment & Optimization MLOps, model optimization, edge / cloud / hybrid deployment Industries We Serve • Manufacturing & industrial inspection • Healthcare & medical imaging • Real estate & construction (3D scanning, measurement) • Sports & fitness (tracking, pose estimation) • Retail & e-commerce (visual search, AR) • Media & entertainment (audio, generative AI) • Smart environments & safety monitoring Engagement Models • Technical consultation: quick validation and architecture review • Discovery & data evaluation (1–2 weeks) • Proof of concept (2–3 months) • MVP / production system development • Post-launch optimization & scaling We are a strong fit if you need: • AI systems integrated into real products • Reliable performance beyond demos and prototypes • Long-term technical ownership and scalability Let’s Talk If you’re building a product where AI must run reliably in production, we’re happy to review your use case and help define the right technical approach. Invite us to your job to start with a focused discovery discussion.