Anne Danielle V M.

AI Engineer | Computer Vision | Machine Learning Engineer

Hello! I’m an AI Engineer specializing in Computer Vision, OCR/Document AI, LLM integration, and AI evaluation. I help businesses turn AI ideas into practical applications, automated workflows, and reliable production systems. I’ve worked on AI solutions for healthcare, automation, computer vision, and generative AI, including projects involving real client requirements and production workflows. My specialties include: AI & LLM: - LLM API integrations and AI-powered workflows - Prompt engineering and output optimization - LLM evaluation and quality testing - AI automation and intelligent workflows Computer Vision: - Object detection and tracking - Image classification - Video analytics - Activity analysis (e.g. Traffic) - Real-time computer vision applications - YOLO, OpenCV, TensorFlow, and PyTorch solutions OCR & Document AI: - OCR pipelines - Intelligent document processing - Information extraction and validation - PDF/document automation - Human-in-the-loop review systems - TrOCR and PaddleOCR AI Deployment & Applications - AWS SageMaker, S3, Lambda, and API Gateway - REST API integrations - Gradio and Streamlit applications - Model optimization and inference deployment A few results from my work: • Built a healthcare OCR system that reduced document processing time from 30–40 seconds to 3–5 seconds per document (~90% reduction). • Developed real-time computer vision systems for vehicle detection, tracking, counting, direction analysis, congestion estimation, and event detection. • Optimized a computer vision model using ONNX, achieving approximately 11% faster CPU inference. • Built AI evaluation and testing workflows focused on accuracy, instruction following, failure analysis, regression testing, and model quality. _________________________________________________________________________ I don't just focus on getting an AI model to run. I care about accuracy, reliability, performance, and how the solution fits into your actual workflow. If you have an AI idea, an existing model that needs improvement, or a manual process you'd like to automate, send me a message and let's turn it into a working solution.