プロフィール詳細

プロジェクトを作成

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Dr. Sadi V.に依頼

Australia

Applied AI Scientist & AI Consultant | Face Recognition, Computer Vision, AI Agents | From Research to Production

プロフィール概要

I am an Applied AI Scientist, AI Architect, and Consultant with deep expertise in computer vision, face recognition, multimodal AI systems, and AI agents, focused on translating advanced research into production-grade, scalable AI solutions. My work spans the full lifecycle of AI development—from algorithm design and benchmarking to system architecture, optimization, and deployment—with a strong emphasis on accuracy, robustness, and real-world performance. I have extensive experience building AI systems that operate reliably at enterprise scale, including high-volume inference pipelines, large-scale identity matching, and AI-driven decision systems. Core Expertise & Skills Computer Vision & Face Recognition High-accuracy face detection, landmarking, alignment, and normalization 2D & 3D face modeling, pose correction, illumination normalization Large-scale 1:N face matching and identity search Occlusion handling, noise reduction, and image quality enhancement Multimodal AI & Biometrics Fusion of visual, contextual, and behavioral signals Face-based analysis combined with auxiliary modalities Robust feature extraction and similarity learning AI Models & Techniques Deep learning (CNNs, Transformers, hybrid architectures) Metric learning, embedding optimization, and similarity search Model evaluation, benchmarking, and error analysis ONNX Runtime optimization, FAISS-based vector search AI Agents & Intelligent Systems Agentic AI architectures for orchestration and decision-making LLM-integrated systems (RAG, tool-using agents, workflow AI) Voice- and vision-enabled AI assistants Engineering & Deployment Python, C/C++, OpenCV, PyTorch, ONNX GPU/CPU optimization (AVX, AVX-512) Docker, cloud deployment (AWS, Azure), scalable inference systems Production pipelines for high-availability AI services

専門分野

• ☆ Data Analysis
• ☆ Image Processing
• ☆ Social Network Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Data Security
• ☆ Adhesion Technology
• ☆ Knowledge Management
• ☆ Decision Science
• ☆ Information & Knowledge Management
• ☆ Data Storage
• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ Java
• ☆ SAS
• ☆ Tensorflow
• ☆ STATA
• ☆ R
• ☆ Tableau
• ☆ Oracle
• ☆ Hadoop
• ☆ Stability Testing
• ☆ Quality Assurance & Quality Control (QA/QC)
• ☆ Product Validation
• ☆ Software Development
• ☆ Software QA & Testing
• ☆ Mobile Application Development
• ☆ Desktop Application Development
• ☆ Web Application Development
• ☆ Cloud Application Development
• ☆ DevOps
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Meta-Research
• ☆ Feasibility Studies
• ☆ Technology Scouting
• ☆ Fact Checking
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Gray Literature Search

サービス

• Data & AI

Data & AI Big Data Analytics

職務経験

Data Science and Machine Learning Engineer

Circlace Co Ltd

7月 2025 - 1月 2026

AI Engineer

Intloop Co Ltd

6月 2023 - 1月 2026

AI Engineer

Cyber security Cloud Co ltd

5月 2024 - 7月 2025

CEO , Executive Director

Ayonix Pty ltd

2月 2020 - 12月 2022

Visiting Professor

Osaka University

4月 2011 - 10月 2020

CEO , Executive Director

Ayonix Japan Co Ltd

3月 2007 - 10月 2020

学歴

Ph. D Student (Arai labs)

Osaka University

4月 2010 - 3月 2011

認定資格

• 認定資格の詳細は未入力です。