Frederico F.

☆ Formula 1 ☆ Lancôme ☆ Adidas ☆ Hugo Boss ☆ Cirque du Soleil ☆ Cartier ☆ Hennessy ☆ Pandora ☆ Zenith ☆ Hogan Lovells ☆ Prudence ☆ Manulife ☆ Moet & Chandon ☆ Trinax ☆ 🚀 For 20+ years I've built production CV systems, real-time interactive installations, and generative AI experiences that run 24/7 in airports, malls and live global events, handling dozens of users simultaneously, in chaotic real-world conditions, where a crash is never an option. 🔥 Bridging domains most engineers can't: - Computer Vision + Generative AI + Real-Time Interactivity. Most engineers know Computer Vision. Others know Generative AI. Few have shipped both together in the same production interactive system, under live-event conditions, for global Fortune 500 brands. That's the gap I live in. 🎯 Spatial AI is the fusion of real-world interactivity with Generative AI and intelligent agents. In practice, it means I can build: - An interactive wall that tracks users and generates unique, on-brand visuals in real time, pipelines serving dynamic assets directly into Unity / Unreal at scale. - A context-aware AI character that sees you, hears you, remembers your interactions, and responds with personality, powered by RAG, MCP, and multimodal sensing. Need a ComfyUI pipeline feeding Unity visuals live? A multi-sensor agent that understands physical space? A face recognition system that works in any crowd, any lighting? That's where I thrive. ★★★★★CORE EXPERTISE★★★★★ ★ Interactive Installations & Gamified Experiences - Unity / Unreal Engine · Interactive walls (DLSS 4K+, 50+ users) · Projection mapping - Character-driven gamification · Custom hardware (Jetson, Arduino, ESP32) ★ Depth Camera & Spatial Vision - Kinect v1/v2/Azure · RealSense · Orbbec · Multi-camera sync - 3D reconstruction · Sensor fusion (LiDAR + depth + RGB + IMU) ★ Computer Vision & Deep Learning - Face recognition & anti-spoofing (iBeta Level 2 ready) - Real-time object & gesture tracking (MediaPipe, YOLO) - Custom PyTorch / TensorFlow training on GPU ★Generative AI & Synthetic Data - Stable Diffusion XL · Flux · ComfyUI · LoRA · ControlNet · Kohya - Automated synthetic dataset generation, Dockerized pipelines ★ AI Agents & Spatial Intelligence - RAG systems · MCP integration · Memory-enabled context-aware agents - Edge-deployed LLMs · Sub-100ms multimodal inference 🏆 NOTABLE ACHIEVEMENTS - Face Anti-Spoofing AI (2025): 99.6% accuracy, 1 in 67k false accepts, <100ms, iBeta Level 2 ready - Synthetic Dataset Pipeline (2025): 27K images, 99.2% F1, fully Dockerized - Formula 1 SGP: Live 3D projection mapping on a real F1 car, 4 projectors + 3 Kinects, zero failures - Lancôme AR: +20% audience engagement, real-time facial tracking at 120fps - Manulife LED Wall: 5 Kinects synced across PCs, 30+ concurrent users, 24/7 reliability - Hugo Boss, Changi Airport T1: Live multiplayer Kinect installation, high foot traffic - Adidas Interactive Wall: Motion-reactive 8K wall with Unity DLSS shaders - Cirque du Soleil AR: Real-time AR masks with instant Polaroid print and email share 🔥 TESTIMONIALS ⭐⭐⭐⭐⭐ "Fred is the best freelancer I've worked with, extremely competent and passionate. We've worked together for over 6 years!"- Joel Goh, Creative Director, Trinax Sg ⭐⭐⭐⭐⭐"World-class engineer who delivers incredible products. Excels at suggesting modifications that result in better outcomes."- Zach ⭐⭐⭐⭐⭐ "Outstanding work. Great communication. Very pleased with creative input and visual aesthetics on our VR app. Will hire again."- Michael Jenkins, Harmony Media ⭐⭐⭐⭐⭐"Fred's technical expertise is unmatched. His research-driven approach led to an outstanding result. Highly recommended!"- Iman Shirali, Elitaz 🛠️ TECH STACK - Languages: Python · C++ · C# · JavaScript · HLSL - CV / ML: PyTorch · TensorFlow · OpenCV · MediaPipe · YOLO · SAM - Generative AI: LoRA - ControlNet · ComfyUI - Kohya - Stable Diffusion · Flux - LLM & Agents: Multi-Agent Orchestration · Parallel Workers · Persistent Memory - MCP - RAG - Depth & 3D: Lidar - Kinect · RealSense · Orbbec · PCL - Engines: Unity (XR Toolkit, Shader) · Unreal Engine · Blender · Houdini - Vector DBs: ChromaDB · Pinecone · FAISS - Infrastructure: AWS · Azure · Firebase · Supabase · Docker · MLflow · W&B 🎯 IDEAL PROJECTS ✅ Production-grade interactive installations, walls, projection mapping, gamification ✅ Computer vision that works in real crowds, any lighting, any hardware ✅ Spatial AI with memory and personality, retail, museums, brand experiences ✅ Generative AI pipelines for dynamic, personalized real-time content ✅ Biometric systems, face recognition, anti-spoofing, liveness detection ✅ Multi-sensor edge deployments, events, airports, malls, retail 📫 LET'S TALK I specialize in solving problems others say can't be done. Send me your technical challenge, timeline, budget, and success metrics. I'll respond within 24 hours with a clear plan and cost breakdown. Because I think like a founder, not just a developer.