# Software Sushi

> Software Sushi delivers custom software development, machine learning, and digital transformation solutions for businesses worldwide. We help startups by building out complete solutions including identifying and developing their IP in the Machine Learning/Artificial Intelligence space.

## Main Pages

- [Home](https://softwaresushi.com): Company homepage with overview of services and expertise
- [About Us](https://softwaresushi.com/about): Company background, history, and certifications
- [Services](https://softwaresushi.com/service): Overview of all services offered
- [AWS Marketplace](https://softwaresushi.com/aws-marketplace): Software Sushi AMIs and professional services available through AWS Marketplace
- [Case Studies](https://softwaresushi.com/use-case): Portfolio of client projects and case studies
- [Blog](https://softwaresushi.com/blog): Technical articles on software development, ML, and AI
- [Contact](https://softwaresushi.com/contact): Contact form and company information
- [Our Clients](https://softwaresushi.com/clients): Companies that trust Software Sushi for their technology solutions

## Services

- [AI & ML Consulting](https://softwaresushi.com/service-details/ai-ml-consulting): Engineering-led feasibility, architecture, and build planning before you commit a serious budget to AI or machine learning.
- [AI Automation](https://softwaresushi.com/service-details/ai-automation): Custom AI automation that connects your workflows, data, and systems - engineered to hold up in production.
- [AI Integration](https://softwaresushi.com/service-details/ai-integration): Connect AI to the CRM, data, workflows, and products your team already uses without replacing what already works.
- [Backend Development](https://softwaresushi.com/service-details/backend-development): Build a reliable backend with experienced developers, fewer operational headaches, and a foundation that supports product growth.
- [Cloud Cost Optimization](https://softwaresushi.com/service-details/cloud-cost-optimization): Reduce cloud spend by identifying waste, right-sizing infrastructure, and optimizing performance across AWS, GCP, and Azure.
- [Cloud Services](https://softwaresushi.com/service-details/cloud-services): We eliminate scaling obstacles, ensuring reliability, security, and seamless growth so you can focus on winning customers and investors.
- [Custom AI Development](https://softwaresushi.com/service-details/custom-ai-development): Custom AI systems engineered around your data, workflows, product, and infrastructure from architecture through production.
- [Custom Machine Learning Development](https://softwaresushi.com/service-details/custom-machine-learning-development): Predictive models, causal inference, and production ML pipelines built and optimized for real-world data.
- [Data Analysis](https://softwaresushi.com/service-details/data-analysis): Support your vision hassle-free with the support of our data experts, turn data into your strategic advantage and make smarter business decisions.
- [Frontend Development](https://softwaresushi.com/service-details/frontend-development): Boost conversion rates by getting to market fast with a flawless, intuitive UI designed for scalability and long-term success.
- [LLM Development](https://softwaresushi.com/service-details/llm-development): Custom LLM applications, RAG systems, integrations, and model adaptation grounded in your data and built for production.
- [Mobile Development](https://softwaresushi.com/service-details/mobile-development): Build high-performance mobile apps with native (Swift, Kotlin) or hybrid (React Native, Flutter) technologies.
- [PoC Development](https://softwaresushi.com/service-details/poc-development): Demonstrate viability and attract investors before committing major resources with a proof of concept (PoC) guided by our experienced specialists.

## Case Studies

- [Cloud Cost Optimization — AWS](https://softwaresushi.com/use-case-details/cloud-cost-optimization-aws)
- [Scheduling Automation — Alarm Inspection Company](https://softwaresushi.com/use-case-details/scheduling-automation-alarm-inspection)
- [Production Forecasting — Ice Cream Manufacturer](https://softwaresushi.com/use-case-details/production-forecasting-ice-cream-manufacturer)

## Blog Posts

- [Can We Send PHI to an LLM?](https://softwaresushi.com/blog-details/can-we-send-phi-to-an-llm): Can healthcare teams send PHI to an LLM? Learn how to evaluate BAAs, retention, training, access, regions, vendors, and controls before use.
- [How to Evaluate RAG Retrieval Quality Before You Tune the Model](https://softwaresushi.com/blog-details/evaluate-rag-retrieval-quality): How can teams evaluate RAG retrieval quality? Use a versioned test set, retrieval metrics, ranking checks, citations, and release gates.
- [When Is Your Application Ready to Handle PHI?](https://softwaresushi.com/blog-details/when-is-your-application-ready-to-handle-phi): A practical healthcare AI and PHI readiness guide covering data flows, BAAs, controls, AI behavior testing, and operations before launch.
- [RAG vs. Fine-Tuning: How to Actually Choose](https://softwaresushi.com/blog-details/rag-vs-fine-tuning-how-to-actually-choose): RAG or fine-tuning for your LLM project? See what the data says enterprises actually use, the real cost trade-offs, and how to decide.
- [Why Machine Learning Models Quietly Get Worse After Launch](https://softwaresushi.com/blog-details/why-machine-learning-models-quietly-get-worse-after-launch): A model that performs well at launch will not stay that way. Learn why ML models degrade over time, a real case study, and how to catch it early.
- [Why Most AI Pilots Never Reach Production (And What Separates the Ones That Do)](https://softwaresushi.com/blog-details/why-most-ai-pilots-never-reach-production): Why do AI pilots fail? Learn what separates successful AI deployments from stalled experiments, and how companies move AI into production.
- [How to Plan Your First AI/Tech Project (Without Wasting Time or Money)](https://softwaresushi.com/blog-details/how-to-plan-your-first-ai-tech-project): A practical guide to scoping an AI project, avoiding common delivery mistakes, validating an MVP, and building a foundation for measurable results.
- [AI Forecasting Mistakes: The $10K AI Project That Almost Cost $40K](https://softwaresushi.com/blog-details/ai-forecasting-mistakes-the-10k-ai-project-that-almost-cost-40k): See how data leakage undermines AI forecasting, why random splits fail on time-series data, and how walk-forward validation produces trustworthy predictions.
- [Designing a Browser Extension using AI and Machine Learning; A Guide](https://softwaresushi.com/blog-details/designing-a-browser-extension-using-ai-and-machine-learning-a-guide): Learn the core architecture of an AI browser extension, including content scripts, service workers, Chrome storage, and an OpenAI API integration.
- [Object Detection using YOLO](https://softwaresushi.com/blog-details/object-detection-using-yolo): Learn how to train and run a custom YOLO object detector, from dataset preparation and model configuration to inference and practical OpenCV workflows.
- [Building a Powerful Content Moderation Classifier with Scikit-Learn and LightGBM](https://softwaresushi.com/blog-details/building-a-powerful-content-moderation-classifier-with-scikit-learn-and-light-gbm): Build a multi-label content moderation classifier with Scikit-Learn, LightGBM, TF-IDF, contextual features, and a clean inference pipeline.
- [Building a Recipe Assistant with AI](https://softwaresushi.com/blog-details/building-a-recipe-assistant-with-ai): Build an AI recipe assistant with the OpenAI API, LangChain, retrieval-augmented generation, and contextual responses tailored to user preferences.
- [Face Detection with OpenCV](https://softwaresushi.com/blog-details/face-detection-with-open-cv): Learn the fundamentals of face detection with OpenCV, including Haar cascades, image preprocessing, detection parameters, and practical Python examples.
- [Pattern Recognition & Feature Extraction with OpenCV](https://softwaresushi.com/blog-details/pattern-recognition-and-feature-extraction-with-open-cv): Explore template matching, Fourier transforms, Hough detection, and histogram equalization for pattern recognition and feature extraction in OpenCV.
- [From Edges to Objects: Detecting Shapes and Structures with OpenCV](https://softwaresushi.com/blog-details/from-edges-to-objects-detecting-shapes-and-structures-with-open-cv): Learn edge detection, contours, shape analysis, and image preprocessing techniques for finding useful structures in images with OpenCV.
- [Mastering Thresholding and Image Segmentation](https://softwaresushi.com/blog-details/mastering-thresholding-and-image-segmentation): Learn thresholding, adaptive segmentation, and the watershed algorithm in OpenCV, with practical techniques for separating regions and objects in images.
- [Advanced Filtering & Blurring Techniques](https://softwaresushi.com/blog-details/advanced-filtering-and-blurring-techniques): Explore mean, Gaussian, median, and bilateral filtering in OpenCV, with practical comparisons for image preprocessing and computer vision workflows.
- [Fundamentals of Image Manipulation with OpenCV](https://softwaresushi.com/blog-details/fundamentals-of-image-manipulation-with-open-cv): Learn foundational OpenCV image manipulation techniques, from reading and transforming images to preparing data for computer vision workflows.
- [Pixel-Level Control: Brightness, Blending, and Bitwise Operations](https://softwaresushi.com/blog-details/pixel-level-control-brightness-blending-and-bitwise-operations): Learn brightness, contrast, blending, masking, and bitwise image operations in OpenCV for precise preprocessing and pixel-level control.

## Optional

- [Terms of Use](https://softwaresushi.com/terms-of-use)
- [Privacy Policy](https://softwaresushi.com/privacy-policy)