--- title: "Lamar Giggetts" description: "Software Architect Lid Vizion: practical AI implementation, connected tools and custom software." url: https://lidvizion.ai/author/lamar-giggetts/ site: Lid Vizion index: https://lidvizion.ai/llms.txt --- [Insights](https://lidvizion.ai/blogs/) · Author # Lamar Giggetts Software Architect [Let’s map your workflow](https://lidvizion.ai/contact/) · [All insights](https://lidvizion.ai/blogs/) ![Lamar Giggetts](https://rcicvvtcawdbfiuzwexb.supabase.co/storage/v1/object/public/webflow-media/webflow/media/cms/68abfcb127671aca11779bf9/lamar-1.svg) ## About Lamar Giggetts Lamar Giggetts is a dynamic writer and educator who specializes in creative writing and literature. With a background in English literature, Lamar has dedicated his career to nurturing the next generation of writers through workshops and mentorship programs. ## Achievements - Author of 10 acclaimed novels - Regular contributor to literary journals - Facilitator of community writing events His commitment to fostering creativity in others is matched only by his own passion for writing, making him a beloved figure in the literary community. ## Articles by Lamar Giggetts - [Basketball Performance AI: Lightweight Video Analytics (with the Right Resources)](https://lidvizion.ai/blog/basketball-performance-ai-lightweight-video-analytics-with-the-right-resources/): A B2B playbook for basketball clubs, academies, leagues, and apps: build player/ball tracking, event tagging, and coach-ready insights with lightweight… - [Why Pose Estimation Is the Next Fitness Feature Moat (B2B Guide + Resources)](https://lidvizion.ai/blog/why-pose-estimation-is-the-next-fitness-feature-moat-b2b-guide-resources/): A resource-backed B2B playbook for fitness app owners, gyms, and training businesses: ship MediaPipe Pose form feedback (rep counting, scoring, coach reports)… - [On-Device Photo Intelligence Engines (Privacy-First Clustering and Personalization)](https://lidvizion.ai/blog/on-device-photo-intelligence-engines-privacy-first-clustering-and-personalization/): On August 7th, 2025, OpenAI released GPT-5, the newest model in their GPT series. GPT-5 has advanced reasoning capabilities and, like many recent models by… - [Designing a Multi-Model Inference Routing System for Vision + LLM Workloads](https://lidvizion.ai/blog/designing-a-multi-model-inference-routing-system-for-vision-llm-workloads/): This blog explains how modern AI applications can intelligently route tasks across multiple models such as sending images to YOLOv8 and text to LLMs like GPT… - [Monitoring, Logging, and Analytics for Vision Systems](https://lidvizion.ai/blog/monitoring-logging-and-analytics-for-vision-systems/): Modern computer-vision workflows often involve multiple specialized agents (image classifiers, annotation tools, QA reviewers, billing trackers) working… - [From Pixels to People: The Evolution of 3D Avatars from Research Labs to Your Browser](https://lidvizion.ai/blog/from-pixels-to-people-the-evolution-of-3davatars-from-research-labs-to-your-browser/): Learn how to use and train the three new state-of-the-art RF-DETR object detection model sizes. - [Scalable MongoDB Design for Vision Metadata](https://lidvizion.ai/blog/scalable-mongodb-design-for-vision-metadata/): Learn MongoDB schema patterns, sharding, and vector storage strategies to manage large-scale computer vision metadata cost-effectively. - [Modern Full-Stack Architectures for Computer Vision Apps](https://lidvizion.ai/blog/modern-full-stack-architectures-for-computer-vision-apps/): Learn how to build scalable computer vision apps with React, AWS, and MongoDB—covering pipelines, serverless, microservices, and best practices. - [Serverless Workflows and APIs for Computer Vision](https://lidvizion.ai/blog/serverless-workflows-and-apis-for-computer-vision/): On August 7th, 2025, OpenAI released GPT-5, the newest model in their GPT series. GPT-5 has advanced reasoning capabilities and, like many recent models by… - [Architecting Ultra-Realistic 3D Avatars with React, MongoDB, and AWS](https://lidvizion.ai/blog/architecting-ultra-realistic-3d-avatars-with-react-mongodb-and-aws/): This blog explains how to turn a single photo into a realistic, animatable 3D avatar using SMPL-X and PIFuHD models. It outlines a full-stack pipeline with… - [Multi-Agent Orchestration for Vision Systems (LangChain + AWS)](https://lidvizion.ai/blog/multi-agent-orchestration-for-vision-systems-langchain-aws/): Modern computer-vision workflows often involve multiple specialized agents (image classifiers, annotation tools, QA reviewers, billing trackers) working… - [Introduction: Semantic Video Retrieval and RAG](https://lidvizion.ai/blog/introduction-semantic-video-retrieval-and-rag/): This blog explains how Retrieval-Augmented Generation (RAG) can transform traditional video search by enabling users to query massive video libraries through… Bring the messy version ## One workflow. A better way to run it. Show us the tools, the handoffs, and the part that keeps slowing your team down. [Let’s map your workflow](https://lidvizion.ai/contact/) · [Read our approach](https://lidvizion.ai/approach/)