Bit Adventure

Zima: Custom Voice Assistant for Smart Homes The Zima custom smart voice assistant offers a solution for seamless smart home integration and control. Our client initially sought to implement a smart home system using Siri but encountered limitations in integration with devices outside of the Apple ecosystem.   To address these limitations, we have developed Zima using a Raspberry Pi and a 4-microphone Respeaker for optimal voice recognition and command processing. The system utilizes the K-nearest neighbors algorithm and Vord to Vec library for advanced voice command understanding and intention detection.   The Zima voice assistant offers a wide range of capabilities, including integration with messaging apps, Spotify, calendar and task management, and control of smart devices. Additionally, Zima can handle complex home scenarios such as playing music on TV upon arrival, clearing the hallway during inclement weather, and tracking the user's state in the home.   Overall, Zima offers a customizable and advanced solution for smart home voice control, surpassing the limitations of existing options such as Siri.   Technical Stack we used: Python, Pytorch, Whisper.ai, WordToVec, Grpc Read More

AI-Powered Personalized Media Suggestion System The AI-based suggestion system is a revolutionary new way to personalize the media consumption experience for users. Our client approached us with the challenge of developing a system that goes beyond traditional methods of recommending content based on past views. They wanted a system that could take into account external factors such as time, day of the week, events in the user's calendar, and feedback from the user. Our team rose to the challenge and developed a system that continuously gathers information from all of the user's Apple devices about the media they are currently consuming, including music, podcasts, films, and series. The system then builds vectors based on this information and user preferences added during the initial setup, allowing for highly personalized and accurate content suggestions. Additionally, by comparing vectors of different users, the system can find matches and suggest content that people with similar tastes are likely to enjoy. To achieve this, we used advanced data manipulation tools such as pandas and machine learning techniques like scikit-learn's cosine similarity to train the suggestion mechanism. We also leveraged the Pyatv library to facilitate communication with Apple devices. The system also incorporates user feedback, allowing it to adapt and improve over time. This AI-based suggestion system offers users a new and exciting way to discover and consume media, providing a truly personalized and dynamic experience. It can be integrated into any streaming or media platform and customized to meet any client's specific needs. Read More

Intelligent Safety Tracking Trackable Safety is an App and IT system that provides quick and easy access to project and staff documents. The App tracks all activities and provides a training platform for the team to complete inductions, training, and delegated project tasks. Additional benefits include a communication forum built for decisions and discussions between staff.  We joined the project on the concept stage. The very first goal was identifying key features, writing documentation, and designing a technical solution. The next goal was delivering proof of concept, so our partners could demo and discuss it with potential clients. Clients were interested in the product, so we started the MVP stage. We've implemented MVP in 3 months and brought our first real users on board. It was a success, and users were in love with the product we delivered. After that, we started adding new features and adjusting the product based on users' feedback. As a result, we did a great job together with our partner, revolutionizing and digitalizing the Public safety industry. Read More

SidekickNetwork - the ultimate collaboration tool SideKickNetwork is a platform for a creative agency that provides a quick and easy way for the agency to establish communication with freelancers and contractors. Inviting them to the projects within different categories and budgets and establishing communication between a freelancer and customer(agency or any other customer) is possible. The service gives the ability for the project owner to create and then invite whole teams or invite individual freelancers within and outside of the Sidekick Network to their projects/ideas. Our team joined the project at the pivot stage. The system went through a pivot from a tool for establishing communication between people within the same co-working space to the freelance market as it is now. We’ve rewritten the old codebase, optimized the existing code, and changed the UI to enhance one. We've implemented MVP after agreeing on the scope in 3 months and are continuing to do various enhancements to the platform. As a result, we created a product already used by the creative agency and freelancers and helps save time, money, and resources. Read More

The Construction Management tool for everyone BuildPlanner is a tool for tracking your projects and your team. Easy-to-use scheduling, timesheets, drawings, team chat, and more. We joined the project in the early MVP development stage. Another vendor partially developed the system. The goal was to deliver MVP for entering the market in time. We started by analyzing key features that should be delivered and their state. Then we did bug fixing, refactoring, UI/UX improvements, and implementations of the parts left. As a result, our partner got a stable, user-friendly product to conquer the market. Key features of the system: ?? Project board that makes organizing your business easy and getting on top of your construction projects. ?? Timesheets to let your crew report time with their smartphones. The app is easy to use for everyone, regardless of previous experience. ?? Expenses tracker to set estimates on task level and get an overview with just a glance at the board. ?? Map view shows you all your jobs on an interactive map. This helps planning project logistics and find synergies between job sites. Read More

Holidog is the #1 European digital brand for pet care services, currently operating in 12 countries. They wanted to help people meet with their new pets. Our partner needed fast and professional help in delivering the product to the market. Pet Adoption - a platform for people who want to buy or adopt a pet and people who have pets ready for adoption or sale. Platform functionality includes advanced search with a lot of params, search based on location, direct messages between members of the platform, and payment integration and arbitrage. Results of partnership: ?? Fully functioning commercial and non-commercial pets adoption platform ?? Connecting people and pets within one app ?? Built-in real-time messenger ?? Localization ?? Payments integration Read More

SmartChef - mobile ordering platform Smart Chef wanted to revolutionize the way customers order and pay at cafes, bars, restaurants. Not only provide a brand new experience for guests but create a safe environment during the COVID pandemic as well. The crucial factor that was all around the project was time. Our partner needed fast and professional help in delivering the product to the market. We analyzed and selected the list of the most important functionality which meet the needs of the targeted audience and enable the client to launch the platform and start operating. As the next step, we developed MVP within 2 months and enter the market. Read More

LassoERP: Delivering Digital Solutions for Retail LassoERP is a strategic initiative that was launched for a prominent US-based retail company, aimed at delivering cutting-edge digital solutions to retail outlets in North America. The project was designed to lay the groundwork for the company's cloud-based services and entailed seamless integration of third-party services and Stripe payment gateway, which was successfully accomplished. The project's primary objective was to develop a multi-page website, including an enticing landing page, while adhering to the company's branding guidelines and incorporating mockups, UI elements, and other design features. The technical stack employed Vue, Uikit, Stripe integration, ExpressJs for backend, and ArrangoDB, which was chosen for its reliability and efficiency. LassoERP has been instrumental in driving the company's business growth, helping them meet their customers' digital needs and stay ahead of their competitors. The project has delivered outstanding results, setting a benchmark for digital solutions in the retail industry, and continues to be a source of pride for the company. Read More