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Metaflow is an open-source, human-centric framework designed to streamline the development and management of real-world machine learning (ML, artificial intelligence (AI, and data science projects. Originally developed at Netflix, Metaflow addresses the complexities faced by data scientists and engineers by providing a unified API that simplifies the entire project lifecycle—from rapid prototyping to scalable production deployments. By integrating code, data, and compute resources seamlessly, Metaflow enhances productivity and ensures reproducibility across diverse projects, ranging from classical statistics to cutting-edge deep learning models. Key Features and Functionality: - Modeling: Supports the use of any Python libraries for model development and business logic, managing dependencies both locally and in cloud environments. - Deployment: Enables one-command deployment of workflows to production, with integration capabilities for event-driven architectures. - Versioning: Automatically tracks and stores variables within the workflow, facilitating easy experiment tracking and debugging. - Orchestration: Allows the creation of robust workflows using plain Python, supporting local development and debugging with seamless transition to production. - Compute: Leverages cloud resources to execute functions at scale, utilizing GPUs, multiple cores, and large memory capacities as needed. - Data Access: Manages data flow across various steps, ensuring versioning and providing access to data from data warehouses. - Visualization: Facilitates the creation of custom report cards compatible with libraries like Plotly and Matplotlib, which are automatically versioned and stored. - Collaboration: Designed to enhance team collaboration by enabling scalable efforts in the cloud, utilizing multiple cores and instances in parallel. Primary Value and Problem Solved: Metaflow addresses the challenges of building and managing complex ML and AI systems by providing a user-friendly framework that abstracts away the intricacies of infrastructure management. It enables data scientists and engineers to focus on developing and iterating on models without being bogged down by concerns related to scalability, reproducibility, and deployment. By offering a seamless transition from local development to cloud-scale production, Metaflow ensures that projects are both efficient and maintainable, ultimately accelerating the delivery of robust AI and ML solutions.

Formula Foundry is a powerful add-on that transforms how you build, edit, and manage formulas in both Google Sheets and Microsoft Excel. Designed for analysts, finance professionals, marketers, and anyone working with complex spreadsheets, it combines a rich code-like editor, AI-powered assistance, no-code visual builders, and smart productivity tools to make formula creation faster, more accurate, and less error-prone, across both platforms. Key Features: Rich Formula Editor — Multi-line editing with syntax highlighting, auto-completion, bracket matching, smart indentation, find & replace, dark mode, and customizable fonts for readable, error-free formulas, even the longest ones. AI Assistant — Describe what you need in plain English to generate formulas instantly. Get step-by-step explanations for existing formulas or debug errors with smart suggestions. Visual Formula Builder — Build complex functions like IF, QUERY, VLOOKUP, XLOOKUP, and more via point-and-click interfaces. Real-time previews, validation, and nested logic support without writing a single line of syntax. Cross-Platform Formula Translator — Seamlessly convert formulas between Microsoft Excel and Google Sheets (and vice versa), handling differences like XLOOKUP, SUMIFS, ARRAYFORMULA, and date functions, perfect for migrations or multi-platform workflows. Reusable Snippets Library — Save, search, and insert frequently used formula pieces or full formulas. Syncs across devices with your account. Global Variables — Define constants (e.g., @@TaxRate, @@InterestRate) once in a dedicated sidebar and use them across sheets or workbooks—update in one place for instant consistency and easy scenario analysis. Whether you're debugging a tricky array formula, switching between Excel and Sheets, or building nested logic without memorizing syntax, Formula Foundry puts expert-level tools right in your sidebar. Enjoy a 14-day free trial, no credit card required. Elevate your spreadsheet workflow in Google Sheets and Microsoft Excel today with Formula Foundry.

Azan AI is a productivity platform that combines image editing, PDF management, QR code generation, and marketplace listing creation in a unified workspace. The platform organizes its tools across six studios, each designed for specific creative and business tasks. The Image Studio includes background removal with fine detail preservation, image enhancement, and resizing for marketplace dimensions. The PDF Studio handles editing, conversion, signing, and organization across multiple formats. The QR Studio generates branded QR codes suitable for packaging and print materials. The Seller Studio produces marketplace-ready listings with AI-powered copywriting and translation capabilities. The Create Studio drafts emails, articles, social media posts, and advertising copy. As a no-code platform, Azan AI enables workflows from initial concept to final asset without requiring users to switch between applications, maintaining file privacy throughout the process.

IS Pro is a survey software platform purpose-built for research operations with a focus on collaboration, speed, and customization. This all-in-one platform covers scripting (code or drag-and-drop tool), real-time field management (quotas, field metrics, and reports), data exports, live reporting portal (tables, charts), and analytics (weighting, utility modeling, TURF, etc.). Key IS Pro features: - Concurrent editing (multiple programmers in the same survey) - Customizable (HTML, jQuery, CSS, Perl, and more) - Dozens of integrations with panel and technology partners - CheatSweep™ fraud prevention (Integrated Bayesian algorithmic cheating detection) - Global live chat support with extended hours - Robust documentation with code examples, video walkthroughs, and FAQs - Unlimited full-access user seats Our US-based development teams actively work to refine and extend the platform, leveraging the power of transformational technologies (e.g., AI) and adding new functionalities on a regular cadence.

Payara Cloud is the next generation of cloud native application runtime. It offers a flexible and powerful way to easily run your Jakarta EE apps on the cloud. Simply select your WAR, click deploy, and watch your apps run on the cloud – automatically, like magic. Any web application following the Jakarta Web Profile specification can be uploaded and it will run in a containerized Payara Micro instance. As an app developer we know you’re expected to do everything from writing the code to deploying the application. We also know the potential problems you face when provisioning the Jakarta EE runtime, TLS and SSL certificates, the Pod, setting up your containers, and the nightmare of making it all work with Kubernetes… And so we’re creating an easier way to run your apps on the cloud. Payara Cloud is a “serverless” runtime that runs and scales Jakarta EE/MicroProfile applications seamlessly. Unlike building an application server deployment on a Cloud Infrastructure as a Service or on raw Kubernetes, Payara Cloud takes care of provisioning infrastructure, installation, configuration, deployment and scaling of your application.

Frosty is a next-generation autonomous AI agent and multi-agent orchestration platform developed by Frostrek AI. Built specifically for mid-market and enterprise organizations, Frosty enables teams to deploy intelligent AI agents that reason, plan, execute complex multi-step tasks, and integrate seamlessly with existing enterprise systems (CRMs, ERPs, databases, and custom APIs). Unlike simple conversational chatbots, Frosty operates with true agentic autonomy—evaluating context, accessing live databases, executing code, running background tasks, and coordinating with sub-agents to solve intricate operational bottlenecks. Key Value Drivers: Multi-Agent Orchestration: Deploy specialized agents that collaborate autonomously to handle end-to-end business workflows. Enterprise Integration: Connect directly to legacy databases, modern APIs, cloud infrastructure, and internal knowledge bases. Built-in Guardrails & Compliance: Enterprise-grade security, RBAC (Role-Based Access Control), audit logging, and human-in-the-loop (HITL) approval gates. High Accuracy & Reliability: Advanced reasoning loops with dynamic tool selection to eliminate hallucination risks in technical environments.

Krazimo Studio is a workspace for building AI agents and workflows your team can rely on in production. Ground agents in your company documents: they navigate your library and cite the pages they use, with no vector database to maintain. Set guardrails on incoming requests and outgoing answers, share rules across agents, and see which ones were triggered. Turn real scenarios into evaluation suites, run them against your agent, review failures, and compare results as you make changes. Build repeatable workflows on a visual canvas with code, branches, and parallel paths, trigger them by API or schedule, and inspect each step of every run. Monitoring shows activity, response times, and recorded model costs, and lets you follow a response back to its sources and model calls. Studio runs on Krazimo Cloud or self-hosted on your own infrastructure. Plans are priced per agent run and start at $99 per month, with unlimited agents, no per-seat fees, and no markup on model spend: bring your own provider key or pay model costs at cost.

Software Composition Analysis (SCA) FossID Workbench enables precise identification of open source components and vulnerabilities. It integrates seamlessly into software development cycles, providing extensive license recognition, proactive security checks, and detailed compliance reporting. FossID Workbench is used by a wide range of industries, ensuring that organizations can confidently meet their legal, security, and operational needs in open source software management. Comprehensive Scanning Create a thorough and Complete Software Bill of Materials that catalogs all open source in use, regardless of how it made its way into your codebase. Detailed Reporting Ensure Distribution Compliance by easily generating reports, notices files, and copyright statements. Integration & Extensibility Build Custom Workflows, performing administrative tasks, generating reports, and more with the API. Governance & Administration Provide Granular Visibility and Access to different teams and roles with robust RBAC. Flexible Deployment Deploy FossID Workbench where you need it, either On-Prem or with Hybrid Deployment

We are 15+ years of experienced professionals in programming with: .NET React / React native Node.js Angular DevOps practice Among our customers, there are both world-famous hi-tech companies with 20,000 employees as well as fast-growing ambitious technological startups who want fast and bold implementation of their ideas. We help one of our clients to manage a business with dozens of thousands of subscriptions on Netflix, Spotify, Apple TV+, Disney, YouTube, etc. Why enjoy working with us? - Top Rated Plus on Upwork (https://www.upwork.com/agencies/vallettasoftware/ ) - ONLY Senior and Middle+ top-notch developers, NO freelancers - PERSONAL Project Manager on every project as a single communication point - TASK TRANSPARENCY and COMMUNICATION: we decompose huge tasks to feasible ones and communicate with customers at every step - 100% CODE REVIEW by tech lead - MORE THAN 700 completed projects: apps, websites, business intelligence products, cyber security solutions, fintech, crypto wallets, travel portals, IoT, complex medical/science hardware etc. Have a new project? Email us at sales@vallettasoftware.com

ClickRadar is a comprehensive link management and analytics platform designed for marketers, social media managers, and businesses. Our platform combines powerful link tracking with intuitive social media management, enabling data-driven decision-making across all digital channels. Key Features: Link Analytics & Tracking: Real-time click tracking and engagement metrics Geographic location tracking with interactive maps Device and browser analytics Custom date range reporting Click-through rate analysis Social Media Management: Customizable social media landing pages Branded link sharing Mobile-optimized link displays Multi-platform link management Social media performance tracking UTM Campaign Management: Automated UTM parameter generation Campaign performance tracking Channel attribution analysis Custom campaign tagging Cross-platform campaign monitoring Website Integration: Lightweight tracking script One-click installation Cross-domain tracking Event tracking capabilities Performance-optimized code Advanced Analytics: Custom dashboard creation Data export capabilities Comparative analysis tools Audience behavior insights Conversion tracking

DomainAdda is established in 2010 to provide a range of internet services to the users in a most friendly and economical way. Our profile includes services such as domain name registration, website hosting internet marketing etc. One can come with us to register the domain or transferring the domain at a very economical budget. We provide our customers both shared and reseller hosting on the Linux based server. Depending on the needs, you can choose either shared or reseller hosting. In addition to it we also provide email marketing service to our customers. Our service also includes different types of bulk SMS services such as Promotional SMS, Transactional SMS, Short Code, Long Code and Missed call services. You can choose a range of services from the variety which is perfect for your business to boom. Additionally, we also provide SEO services to our client. We welcome and wish our customers all the very best for their upcoming ventures.

Infracost is a cloud cost management tool designed to integrate seamlessly into engineering workflows, providing real-time cost estimates for infrastructure as code changes before deployment. By embedding cost visibility directly into the development process, Infracost enables teams to proactively manage cloud expenses, enforce FinOps best practices, and prevent budget overruns. Key Features and Functionality: - Real-Time Cost Estimation: Infracost analyzes Terraform configurations and offers immediate cost estimates, allowing developers to understand the financial impact of their code changes before deployment. - CI/CD Integration: The tool integrates directly into continuous integration and continuous deployment pipelines, automatically generating cost breakdowns and diffs within pull requests on platforms like GitHub, GitLab, and Azure Repos. - FinOps Policy Enforcement: Infracost checks code changes against best practices and organizational policies, ensuring compliance with tagging standards and recommending cost-effective resource configurations, such as transitioning from GP2 to GP3 volumes. - Budget Guardrails: The platform monitors cost impacts against predefined budgets, triggering approval workflows if proposed changes exceed financial thresholds, thereby preventing unexpected expenses. - Comprehensive Reporting: Infracost provides detailed reports on all infrastructure changes and their cost implications, offering visibility into both deployed and upcoming modifications. - Enterprise Pricing Support: The tool accommodates custom price books, including support for Enterprise Discount Programs and Enterprise Agreements , ensuring accurate cost estimations tailored to specific organizational agreements. Primary Value and Problem Solved: Infracost addresses the challenge of unforeseen cloud expenses by shifting cost awareness to the early stages of the development lifecycle. By providing immediate cost insights and enforcing financial policies within existing engineering workflows, it empowers teams to make informed decisions, optimize resource usage, and maintain budget control. This proactive approach fosters a cost-conscious engineering culture, reducing the risk of budget overruns and enhancing overall financial governance in cloud infrastructure management.

Twintag is a digital experience platform that bridges the gap between physical products and digital content, enabling businesses to enhance customer engagement and streamline information sharing. By utilizing 'twintags'—often in the form of QR codes—companies can seamlessly connect contextualized digital experiences to their physical products. This approach facilitates efficient customer communication, allowing businesses to tell their products' stories, better serve their customers, and gain insights into end-user interactions. Key Features and Functionality: - Zero App, Zero Account Access: Users can access content without the need for app installations or account setups, ensuring a frictionless experience. - Versatile Content Sharing: Supports sharing and collecting various types of content, including real and virtual files, across any device. - Scalable DataOps Platform: Built on a scalable DataOps platform, Twintag enables the development of innovative, reusable business applications that leverage existing data efficiently. - Customizable Editions: Offers different editions tailored to user needs, such as the Quartz Edition, which provides free access up to 1GB for six months, and the Diamond Edition, designed for B2B customers to trace food, track assets, or create file binders in the field. Primary Value and Solutions: Twintag addresses the challenge of connecting physical products with digital experiences, enabling businesses to: - Enhance Customer Engagement: By linking products to digital content, companies can provide customers with rich, contextual information, improving satisfaction and loyalty. - Streamline Content Sharing: The platform simplifies the process of sharing and collecting content, making it accessible to a wide audience without technical barriers. - Gain Consumer Insights: By facilitating direct interactions between products and end-users, businesses can gather valuable data to inform marketing strategies and product development. In summary, Twintag empowers businesses to transform their physical products into dynamic communication channels, fostering deeper connections with customers and optimizing content management processes.

Orderlina is a comprehensive digital ordering platform designed to streamline the dining experience for both restaurants and their patrons. By offering QR code-powered digital menus, Orderlina enables customers to effortlessly browse, order, and pay directly from their smartphones, enhancing efficiency and reducing wait times. This contactless solution not only improves service speed and accuracy but also provides features such as menu customization, real-time updates, and integration with existing restaurant systems. Ideal for various dining establishments, Orderlina helps increase table turnover and customer satisfaction while reducing operational costs. Key Features and Functionality: - Customizable Digital Menus: Restaurants can easily update their menus, including prices and descriptions, ensuring customers have access to the latest offerings. - QR Code Integration: Generate QR codes that link to digital menus, providing a seamless, contactless dining experience for customers. - Multiple Order Types: Supports takeaway, delivery, and dine-in orders, allowing businesses to cater to various customer preferences. - Payment Integration: Accepts all major payment methods, including commission-free options, to streamline the payment process. - Social Media Integration: Promote menus on platforms like Instagram, Facebook, and TikTok, making it easy for customers to order directly from these sites. - POS Integration: Seamlessly connects with popular POS systems such as Oracle MICROS and Square, simplifying order management and reducing staff workload. Primary Value and Solutions Provided: Orderlina enhances the efficiency and profitability of dining establishments by offering a modern, contactless solution for menu management and customer ordering. By automating the ordering process, it minimizes human error, frees up staff to focus on food preparation and service, and reduces wait times, thereby improving customer satisfaction. Additionally, the platform's integration capabilities with existing POS systems and social media channels enable businesses to streamline operations and expand their reach without incurring additional commission fees.

Dynamic Configs & Feature Flags Management Platform Transform the way you manage applications with ConfigBee, the top-tier platform for feature flags and dynamic configurations. Built for developers and product managers, ConfigBee streamlines feature deployment, configuration control, and more. Key Features: Feature Flags: Seamlessly enable or disable features to ensure safe rollouts and swiftly adapt to changing requirements. Dynamic Configurations: Manage settings across multiple projects and environments, offering unmatched flexibility and control. Instant Release & Rollback: Launch and revert features instantly without code commits or redeployments, reducing risks and ensuring stability. Contextual Targeting: Deliver personalized experiences by targeting specific user groups based on unique attributes and behaviors. Real-Time Updates: Implement changes on-the-fly without disrupting the user experience, maintaining consistent performance. Comprehensive SDKs: Fully compatible with React, NextJS, Angular, and more, with Flutter, native iOS, and Android support in development. Empower your development team with ConfigBee for a more agile, efficient, and responsive application management solution. Experience the future of configuration management today!

Terraform on Windows Server 2019 is a pre-configured Amazon Machine Image (AMI) that combines HashiCorp's Terraform with Microsoft's Windows Server 2019. This solution enables users to automate the provisioning and management of cloud infrastructure using Terraform's Infrastructure as Code (IaC capabilities within a familiar Windows environment. Key Features and Functionality: - Pre-Installed Terraform: The AMI comes with Terraform pre-installed, allowing immediate use without additional setup. - Windows Server 2019 Environment: Leverages the stability and security features of Windows Server 2019, providing a robust platform for infrastructure management. - Scalable Infrastructure Management: Facilitates the creation, modification, and versioning of infrastructure safely and efficiently. - Integration with AWS Services: Seamlessly integrates with various AWS services, enabling the management of AWS resources through Terraform scripts. Primary Value and User Solutions: This product addresses the need for efficient and automated infrastructure management by combining Terraform's powerful IaC capabilities with the reliability of Windows Server 2019. It simplifies the deployment and scaling of cloud resources, reduces manual configuration errors, and enhances operational efficiency for organizations utilizing AWS services.

Equibles is an AI-native financial data and research company. We started Equibles out of frustration. As retail investors, we kept running into the same wall: the information that moves markets exists, but it's locked behind expensive terminals or buried in thousands of pages of filings. Professionals have access. Everyone else has to dig. So we're building a better alternative. Equibles turns primary sources (company filings, earnings calls, institutional holdings, insider and government activity, alternative data) into structured, connected data. Every number is traceable back to the document it came from. We're built for how investing works now. Our data layer powers our own research platform and plugs directly into AI agents like Claude and ChatGPT, or into your own code. You ask in plain English and get sourced answers back. We serve both retail and institutional investors across global markets, not only U.S. equities. Our mission is to give every investor access to the same depth of information as the biggest funds. No black boxes. Every answer comes with its source. Based in Portugal, building for the world. equibles.com

Computer-Assisted Coding also known as medical coding software helps to boost productivity and make critical decisions faster while reducing denials, missed charges, and low-risk scores. The AGS Computer-Assisted Coding (CAC) module enables flexible and scalable coding of professional and facility operations to increase accuracy, efficiency, productivity, and flexibility. From group practices to multi-facility health systems, our Computer-Assisted Coding helps maximize the performance of your coding operations with improved throughput and quality. Integrated Encoder: CAC comes with a built-in ‘book-based’ encoder, helping you select the right code with full supporting guideline information and coding clinics Integrated References: An integrated reference guide provides detailed visuals and anatomical information for coders to reference during the coding process Integrated and 3M Grouper: DRG and MSDRG grouping is built-in, but for those who need the 3M APR Grouper, that is easily activated through an existing integration with 3M (separate 3M fees apply)

CipherScan by QuantumGenie is an AI-native cryptographic discovery platform that inventories cryptographic assets across source code, cloud infrastructure, certificates, keys, databases, and endpoints, generating a Cryptographic Bill of Materials (CBOM) to identify classical and quantum-vulnerable cryptography ahead of post-quantum migration. CipherScan performs one-time or continuous cryptographic discovery through QuantumGenie's numerous integrations across enterprise environments. QuantumGenie supports integration across Microsoft Azure, Amazon Web Services, Google Cloud, GitHub, Bitbucket, GitLab, MongoDB, PostgreSQL, MySQL, Jenkins, Thales, Splunk, CrowdStrike, IBM Cloud, ServiceNow, Datadog, Redis, and other infrastructure and data platforms. Therefore, CipherScan by QuantumGenie is a pioneer in post-quantum cryptography. CipherScan by QuantumGenie has also recently launched on Microsoft Marketplace, arriving alongside the validation by Google Cloud Marketplace Solution. CipherScan is also available on Visual Studio Code Marketplace and is soon coming on AWS Marketplace and Splunk Cloud Marketplace.

Ekaabo eliminates gate chaos at events. Every invited guest receives a unique QR code invitation. Ushers scan at the door for instant verification in under 2 seconds, no arguments, no party crashers. Built for events where offline mode matters. Venue Wi-Fi always fails at the worst moment. Ekaabo downloads the full guest list to every usher's device before the event. Check-in works with zero internet connection and syncs automatically when connectivity returns. Features include digital guest lists, QR code check-in, RSVP tracking, walk-in registration, table assignments, meal preferences, badge generation for conferences, multi-usher coordination, session tracking for multi-day events, and real-time attendance analytics with CSV and PDF export. Built for weddings, owambes, church programmes, concerts, and corporate events. Pricing available in NGN, USD, GBP, and EUR — built from day one for global use and the African diaspora. Free plan available — no credit card required.