Pos tagging lstm keras jobs

...developed a restaurant POS using Javascript, but I'm experiencing some UI issues - particularly related to display alignment and button behavior. I need a skilled developer to edit the source code and resolve these specific problems. - The display alignment issues are mostly centered around misaligned menu items. This needs to be corrected to ensure a professional and user-friendly appearance. - There are also problems with the button functionality - specifically, inconsistent behavior. I need the buttons to respond correctly and consistently to user actions. An ideal candidate for this project should: - Have a strong command of Javascript and experience in UI development. - Be able to quickly identify and correct alignment and functionality issues. - Prior experience w...

I'm seeking a professional web developer, extremely proficient in PHP and MySQL who can upgrade sales and users modules in our POS system. - Abilities: You should have substantial experience and demonstrated proficiency in building complex, user-friendly websites. Your PHP and MySQL skills must be exemplary. - Preferred Framework: I don't have a particular PHP framework preference. You can use the one you're comfortable with.

I'm in need of a Point of Sale (POS) interface that works on both Android and iOS devices. The main functionality requirement for this interface is barcode scanning. Additionally, I need this POS interface to support multiple user profiles, each with their unique access levels. Key Project Requirements: - Develop a Point of Sale interface that functions on Android and iOS platforms. - Implement barcode scanning capabilities within the interface. - Create a multi-user system with different access levels for each user. I'm looking for a developer with experience in: - Android and iOS development - Barcode scanning integration - User management systems

I urgently need an expert in C# to integrate my Point of Sale/Enterprise Resource Planning (POS/ERP) system with QuickBooks Online. The goal is seamless syncing of different modules, including, but not limited to: - Customer Information - Inventory Status - Purchase History - Sales Records - Products, Categories, etc... Familiarity with QuickBooks Online APIs and proficiency in C# .net Core is imperative for this role. Past experience with similar projects will be highly valued. The timeline is urgent; I need this integration done ASAP. we already have a code we made integration with SAP Business One, we can share this code to have the fastest development, and also we have the code of a previous developer who made of Quickbooks so it would help to see how to integrate

I am seeking a Shopify expert to build a ...build a new e-commerce website from the ground up. Key Responsibilities: - Develop a full-fledged Shopify website, paying particular attention to proper category mapping. - Implement optimal tags and product mappings to each respective category. Key Requirements: - Extensive experience in creating Shopify websites, particularly with a focus on e-commerce. - Proficiency in category mapping and tagging on Shopify. - Ability to work independently and efficiently to complete the project within the stipulated time frame. I will provide all the product data, you just need to make sure that they are tagged and mapped into the right categories. This project doesn't involve product data entry. Let me know if you need any more details ...

I am considering purchasing Ultimate POS software, but it lacks a crucial feature for managing individual product serial numbers. Although it includes an IMEI/Serial number feature, it only allows you to add the serial number at the point of sale. However, I need to input the serial numbers when updating the stock. For instance, if I purchase 5 units of the GoPro 12 model, I want to update my inventory by entering the serial number for each of the 5 units. This way, I can track which specific serial numbers are currently in stock. Additionally, I need the capability to search for products by their serial number when making a sale. The ideal candidate should have prior experience in customizing POS software, particularly in adding new fields, and should be proficient in inve...

I am looking for a proficient web and app developer who can create a point of sale (POS) system for my retail business. I've identified integration with my existing accounting software as a key functionality. Therefore, proficiency in creating seamless software integrations will be crucial. The website and app should deliver: - Seamless integration with my current accounting software to ensure real-time and accurate financial transactions - A user-centric design which enables a smooth shopping experience - A mobile-responsive design to accommodate shoppers using various devices Although I did not select specific features via the questionnaire, I would be open to suggestions on components like inventory management, sales reporting, and customer management. The ideal cand...

...and must be able to ensure: - Product Titles, Descriptions, and Prices: It's crucial that all product information is accurately transferred to Shopify, ensuring consistency and accuracy. - Product Images and Stock Levels: Images play a key role in attracting customers and stock levels need to be correctly maintained for each product. - Categories, Tags, and SEO Data: Proper categorization and tagging are essential for a smooth shopping experience. Also, SEO data should be transferred to ensure my products maintain their visibility on search engines. Additionally, the migration should also include: - Variations and Attributes: Some of my products have variations and unique attributes, which should be meticulously transferred to Shopify. - Customer Reviews and Ratings: Mai...

I'm in need of an expert to assist with the following project. - My current POS system, an Ingenico, is frequently crashing and it's impacting the smooth operation of our sales process. - I need the POS system to be downloaded on my preferred Operating System, Windows - In addition, I need you to diagnose and resolve the frequent crashing issue The ideal candidate for this project should be experienced with POS systems, have a strong understanding of Windows OS, and the ability to troubleshoot and resolve system crashes.

...and installing a POS system on Ingenico iwl250 GPRS terminals. Details: - Programming: The system requires a set of specific programming requirements such as customisable user interface, integration with existing POS software, real-time inventory management, and OS download. - Installation: The installation could be a mix of fixed and remote installations, so you must have experience with both. Additionally, the system requires security features like encryption of sensitive data, secure remote access, and user authentication. Ideal Skills: - Prior experience in programming POS systems - Proficient in customizing user interfaces - Strong background in real-time inventory management - Knowledge of OS download for Ingenico iwl250 GPRS - Proven experience in inst...

I'm looking for a s...customers to book a table in advance. This should be user-friendly, ensuring a smooth reservation process. - Menu Recommendation: An AI module that can recommend dishes to customers based on their preferences and previous orders. - Order Taking: The web app should facilitate online ordering, ensuring a seamless experience for customers. - Onboard restaurents - Data fetch from Toasts and other POS - Predictive Cost of good sold and sales. - Dashboard - Invoice scanning Experience in predictive sales, responsive web design and e-commerce functionalities are essential for this task. Prior work with restaurant systems will be a big plus. If you're confident in your ability to deliver a high-quality, user-friendly and AI-powered web application, I'...

I'm looking for a Laravel expert to help me integrate my POS system with my existing website. No live tracking, no location or other. Maximum 2-3 days task Key deliverables of this project include: - Seamless integration of the POS system with the website. Order from website goes to POS. - Website order in POS to POS print receipt screen. - Website: Multiple login (Google, Facebook) - Website: Eway payment sandbox integrated but also want to save payment details. - Website: The website only provides delivery option. Add pickup option also. Please include relevant examples of your previous work in your bid. Budget maximum: 150 USD

I'm looking for a skilled developer to integrate my POS system with Swiggy and Zomato. The integration should focus on automated order processing and menu synchronization. Key Features: - The system should be able to automatically process orders received through Swiggy and Zomato. This should eliminate the need for manual intervention, ensuring a streamlined and efficient order management process. - Menu synchronization between the POS system and Swiggy/Zomato is crucial. This means that any changes made to the menu on the POS system should be reflected on the online platforms and vice versa. Skills and Experience: - Experience with integrating POS systems with external platforms, particularly in the food industry, would be highly beneficial. - Profic...

In this project, I am looking for a skilled data scientist to assist me with implementing supervised learning to detect human actions. Tasks: • Develop a supervised learning model using Yolov8 and LSTM Objective: • The primary purpose of this project is human action detection Skills & Experience: • Proficiency with supervised learning • Thorough familiarity with Yolov8 and LSTM • Previous experience in a similar role is advantageous • Background in object detection projects • Ability to communicate clearly in English for understanding requirements and presenting results.

I'm looking for a talented developer to build a web-based POS system with a focus on insightful daily sales reporting. Key Features: - Web-based POS system: The system should be accessible through the website itself, offering an intuitive interface for easy use. - Daily Sales Reporting: It's crucial that the system provides detailed and comprehensive daily sales reports. These reports should be easy to read and interpret. - Customization: The system should allow for future customization and integration of additional features, as the business grows. Ideal Skills: - Proven experience in developing POS systems, particularly web-based. - Strong understanding of sales reporting and data analysis. - Ability to create user-friendly interfaces. Please share relev...

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be use...Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-comme...

...a developer to create a complex ecommerce website based on Odoo ERP. This project involves extensive customization and integration of various features primarily tailored for a multi-branch business model. The system must be able to handle multiple branch warehouses, with each customer being assigned to a specific branch based on their location. Key Requirements: - Integration of Point of Sale (POS), Accounting, Customer Relationship Management (CRM), Inventory Management and Purchases features from Odoo ERP. - Implementation of a system that assigns customers to a branch based on their location. This should be done automatically based on IP, and also allow customers to manually select their preferred branch. - Seamless user interface that enables easy navigation for customers ac...

I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of synta...errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abili...

I'm in need of a customizable point-of-sale software tailored for my retail store. The software should offer various features including: - Import/export functionality: The software should support the import and export of products and customer data to enhance efficiency. - Scanning and printing receipts: I need the software to allow for scanning products and printing receipts with thermal printers. - User login for separate staff: It should also have a feature to allow separate logins for different users or staff members. - Inventory management: The software should include inventory management features for tracking stock levels and products. - Customer management: I need a system that can handle customer data and history, to help with marketing and future sales. - Tax calculation: The...

We have a firebase collection which we need to listen in flutter web project, and whenever a new document is added we want to print the details automatically. We are looking for experience flutter web developer who can finish the task.

...comprehensive web-based content management system (CMS) which allows users to upload multimedia content. Key requirements include: - A secure, user-friendly interface for uploading and managing multimedia content (videos/photos). - Role-based access control for different users within the organization. - Automated content moderation and filtering to maintain quality standards. - An intuitive search and tagging system for efficient content retrieval. - Scalable architecture to accommodate a growing volume of content and users. Ideal Skills: - Proficiency in web development and CMS solutions. - Experience in designing and implementing multimedia content systems. - Strong understanding of user experience (UX) design principles. - Knowledge of security best practices in content mana...

I am looking for a developer w...system he will have access to 2 devices - if user is trying to connect to my wifi and he is not checked in it will not connect and ask him to check the counter Key Requirements: - Integration of hardware components: Barcode scanner, cash drawer, receipt printer - Ability to track membership and billing of the coworking space - Support for cash payments Ideal Skills: - Proficiency in developing POS systems or cashier software - Experience in designing systems for coworking spaces or similar businesses - Familiarity with integrating hardware components into software - Understanding of payment processing and cashier functions I expect the system to be user-friendly, efficient, and reliable. Please provide examples of similar projects you have done in...

...not tracking conversions correctly - Ensure that the pixel is fully active and functioning as expected - Creation of adverts with pixel integration for enhanced tracking and targeting - Tagging of goods to ensure they are properly showcased in Facebook - Setup of standard events to streamline the tracking process Ideal Skills and Experience: - Proven experience with Facebook pixel setup and problem-solving, particularly related to conversion tracking - Proficiency with e-commerce platforms, specifically , would be a distinct advantage - Strong understanding of Facebook advertising and product tagging within the platform - Familiarity with standard events setup on Facebook - Excellent troubleshooting skills and attention to detail to resolve the issue promptly I have the ...

...Uploading products: You will be responsible for uploading products onto the website. - Bulk product tagging: You will need to ensure that the products are tagged effectively to optimize search and categorization. - Product image categorization: Proper uploading of product images per their categories is essential. - Setting up Shopify Apps: A key part of this role will be setting up the Mobile App for Shopify, along with any other relevant Apps that can contribute to improving the product discovery experience. - Setting up make/model/variant search for car parts Ideal Candidate: - Previous experience with car spare parts projects is a major plus. - Proficiency in product uploading and tagging on Shopify is essential. - Strong organizational skills are necessary to categori...

I need a comprehensive technical documentation for a POS system. This documentation should cover all the necessary information about the system. - Ideal candidate should have a strong understanding of Point-of-Sale systems and software documentation. - A background in software development or a related field is preferred. - Strong technical writing skills are required. Please bid with samples of your previous technical documentation for software systems.

I'm in need of a competent Android app developer who can build a Football Tagging App catering to general football fans. The app should have three prominent features: - Live game tagging: It's central for users to tag live game events as they unfold. - Statistics tracking: The app should be capable of tracking and showing statistics based on the tags. - Social sharing of tags: Enable users to share their tags on social media platforms. Ideally, you'd have previous experience in sports app development, especially within football. Fluency in integrating social sharing features and crafting user-friendly UI/UX are also beneficial. Let's make football more engaging for fans!

...integrating the system into various applications or platforms. Skills Required: - Proficiency in natural language processing (NLP) techniques, including sentiment analysis and emotion recognition. - Strong background in deep learning, particularly convolutional neural networks (CNNs) and recurrent neural networks (RNNs). - Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras. - Expertise in image processing and computer vision techniques for emotion recognition from visual data. - Familiarity with audio signal processing methods and speech emotion recognition. - Ability to implement and optimize multi-modal fusion strategies. - Knowledge of explainable AI techniques for model interpretability. - Experience in deploying AI models in production environ...

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I need a professional to assist in implementing and customizing an Odoo POS system. While I didn't specify any particular customizations or features, I'm open to suggestions that can improve the POS system for my business. Your expertise in Odoo POS will be crucial in ensuring a seamless implementation and customization process.

...need of an experienced developer capable of creating an innovative app that will significantly impact waste management. The primary goal of this project is to optimize waste management by utilizing satellite imagery to identify dumpsites in real-time. Key Features: - Real-time Satellite Imagery: The app will need to incorporate this feature to collect the most up-to-date data. - GPS Location Tagging: Each dumpsite identified must be accurately pinpointed using GPS for easy tracking. - Dumpsite Detection Algorithm: A robust algorithm is needed to analyze the satellite images and efficiently identify dumpsites. User Base: The primary users of the app will be government agencies, so the interface must be user-friendly and intuitive. Ideal Skills & Experience: - Proficiency ...

I'm seeking a Junior AI Oracle Developer to assist with market trend analysis in the cryptocurrency space. The primary focus for this project is Python. Key Responsibilities: - Utili...for market trend analysis in the cryptocurrency sector. - Conduct in-depth research and data analysis to inform these models. - Regularly report on market trends based on AI insights. Ideal Candidate: - 1-2 years of experience in AI and Python. - Strong understanding of market analysis and trends, particularly within the cryptocurrency sector. - Prior work with Solidity, TensorFlow, PyTorch, or Keras would be beneficial but not essential. - Ability to adapt and learn quickly in a fast-paced environment. Please be prepared to share examples of your work or portfolios that showcase your skills ...

I'm seeking a capable writer who can develop my thesis titled "Exploring the viability of POS systems, solutions for thrift stores in Dubai and effect on consumer decision making". The research would focus on: 2.1 objectives 1. To explore existing literature on consumer decision making This objective helps to identify the main theories, models, and trends in consumer decision-making processes that are relevant to the context of thrift stores by reviewing the existing literature. This exploration encompasses the vital aspects of the factors that influence consumers' behaviors, preferences, and purchasing decisions. It then lays the foundation for meaningful interpretation and analysis of empirical research. 2. To explore the attitudes of thrift store customers to...

I'm looking for a skilled SEO expert to help me boost the rankings of my music videos on...YouTube. - Main Goal: The primary objective of this project is to improve the rankings of my music videos, making them more visible and discoverable on the platform. - Specific Aspects for Improvement: In particular, I believe that my keyword research and tagging could be optimized further. The ideal freelancer for this project would have: - Previous experience with YouTube SEO, particularly in the music niche. - Proven track record of improving video rankings on YouTube. - Strong understanding of effective keyword research and tagging practices. Looking forward to hearing from experienced professionals who can help me enhance the visibility and reach of my music videos through ...

I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both ...My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion ...

Data invoice entry for requested records aIn today's dynamic business landscape, efficient management of purchase orders (POs) is crucial for streamlined operations and financial accountability. As a freelance data entry specialist, I offer comprehensive PO data entry services to assist businesses in managing their procurement processes seamlessly. With a keen eye for detail and a commitment to accuracy, I ensure that all POs are recorded promptly and accurately, facilitating smoother transactions and inventory management. I propose to provide professional PO data entry services tailored to your specific business needs. Accurate entry of purchase order details into your chosen database or software essential information such as PO number, vendor details, item descriptio...

...up a Square Point of Sale (POS) system with a couple of key features and integrations. Key Requirements: - Inventory Management: A critical aspect of this project is configuring the system to effectively manage inventory. The system should be able to track stock levels, generate alerts for low inventory, and provide real-time updates on stock availability. Prior experience with setting up and customizing inventory management on Square POS would be highly beneficial. - Sales Reporting: I'm keen on having comprehensive sales reporting capabilities. The POS system should be set up to generate detailed sales reports, analyze sales data, and provide insights into the performance of the business. Familiarity with generating and customizing sales reports on Square ...

...cloud-based POS system tailored for a small restaurant with 10-20 tables. This system should account for a variety of functionalities, including table reservation, table management, staff management, discounts, and salary tracking. Key Features: - Cloud-Based: The system must operate on a cloud platform for easy access and management. - Table Reservation: The POS system should include a feature for customers to reserve tables ahead of time. - Staff Management: It should allow tracking of staff activities, including salary calculations. - Discounts: The system should support discount application as needed. Additional Requirements: - Inventory Management: While not listed in the initial requirements, an inventory management feature would be highly beneficial. - Check Print...

...Minimum reorder point (ROP) calculation: Automatically calculate optimal reorder points for each product considering lead time, demand variability, and safety stock. Purchase order generation: Generate purchase orders for suppliers based on calculated reorder points and stock levels. 3.2 Demand Forecasting and Distribution Demand data integration: Integrate sales data from branches or Point-of-Sale (POS) systems for accurate demand forecasting. Demand forecasting: Analyze historical sales data to predict future demand for each product at each branch. Automated order generation: Automatically generate transfer orders to replenish branch inventory based on forecasted demand and current stock levels. Shipment management: Track and manage shipments between warehouses and branches, i...

...business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also desirable. Kno...

...business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also desirable. Kno...

Customize UltimatePOS for Mobile Wholesaler POS System Project Description: We are looking for a skilled web developer or a development team to customize an existing UltimatePOS system to create a comprehensive Point of Sale (POS) system tailored for a mobile wholesaler. The customization should include integrating new features for inventory management using IMEI numbers, serial numbers, or non-unique identifiers, and expanding the system's capabilities to include transaction processing, customer and supplier management, financial tracking, and user access control. Responsibilities: - Customize the UltimatePOS web app to include the following functionalities: - **Inventory Management:** Adapt system to handle items via IMEI, serial numbers, or without identifiers. ...

I'm looking for a skilled developer to create a comprehensive management platform for a restaurant and cafe. Some of the modules required but not limited to the followings: - [ ] Ecommerce - [ ] CRM an Loyalty System - [ ] VOIP ans SMS integration - [ ] Marketing campaign design - [ ] Mobile & Online Ordering - [ ] POS - [ ] product add-ons when taking orders - [ ] barcode scanners and mobile printers - [ ] customised print designs per store - [ ] multi-tenant - [ ] Table Service, reservation, pr-eorder, pre-payment - [ ] Delivery, In-Store pickup, integration to other delivery platforms - [ ] Staff Management, time sheets - [ ] Digital Menu Management, View the menu on mobile and make order and payment - [ ] Reporting & Analytics - [ ] Kitchen Managem...

I requ...functionality to help users find different tools - A rating and review system to help provide feedback and user experiences - Categorization and tagging, ideally by different categories as opposed to alphabetically or by popularity Team members created should have full functionality managing all tools listed on the website. Their permissions should extend to managing all tools, not limited to viewing and rating. Ideal freelancers should have experience in developing directory websites with above-mentioned features and be able to provide suggestions for an intuitive and user-friendly interface. Understanding of categories and tagging systems, rating and review systems, and admin panel creation are of utmost importance. This should be available as a APK for and...

A large rewards program project. I need multiple apps and multiple websites for a points based rewards system across multiple tiers of merchants. Multi -level. Does your IT company have a working rewards program? Do you have access to pre-existing rewards system code and a...in program - Merchants can add products to program - merchants accept rewards points - merchants pay for rewards points - rewards can be used for products, Tier 2 - Rewards program can be "white labelled" and used for another region - A new program can be initiated with all new merchants in another region - Birds-eye view of all programs and all participating merchants. Required: POS system for merchant points verification public-facing app merchant admin - to add and edit of...

...looking to create a point of sales (POS) admin app, oriented for retail sales personnel. Primary functionalities required for this application are: - Sales Management: The app needs to have capabilities to manage and monitor sales records efficiently. - Inventory Tracking: Along with sales, the application should aid in a hassle-free inventory tracking process. The application, being standalone, does not need integration with any existing Customer Relationship Management system. I aim to use Quarkus for backend, keycloak for authentication, Ant design () for frontend and postgre for DB . Hence, proficiency in these technologies will be ideal for this project. Previous experience in creating retail-oriented POS admin applications would also be

It is python coding to finish MM model and LSTM model.

I'm looking for a skilled mobile app developer, particularly one with experience in hybrid app development. This app's crucial features would include: - A smooth functioning payment gateway - An innovative design that would aid archives and research The specific functionalities required for serving this purpose are noted below: - Advanced search functionality - Document categorization and tagging - Annotation and note-taking capabilities This project would significantly benefit from a developer who understands the peculiarities of creating an app for research and archival purposes. Your proficiency in hybrid application development and prior experience with similar projects will be ideal for this job.

I need someone to assist me in setting up the Zabor POS APK on my Windows 10 computer. I would like the APK to run on BlueStacks, an Android emulator. This is for personal use, so it is important that the setup is seamless and runs smoothly. Key Responsibilities: - Install and configure BlueStacks for optimal performance - Download, install, and set up the Zabor POS APK - Ensure the APK is running smoothly on Windows 10 Ideal Skills and Experience: - Strong knowledge of Android emulators, particularly BlueStacks - Experience in setting up and configuring software - Attention to detail to ensure smooth operation Please note that I require assistance with the initial setup and configuration - not just running the APK. Your help is appreciated.

Hi! I'm looking for a skilled Flutter developer to create a Point of Sale (POS) app for Android. Application is already in progress. You need to make it offline. Your previous experience in sqflite is plus.

...looking to create a point of sales (POS) admin app, oriented for retail sales personnel. Primary functionalities required for this application are: - Sales Management: The app needs to have capabilities to manage and monitor sales records efficiently. - Inventory Tracking: Along with sales, the application should aid in a hassle-free inventory tracking process. The application, being standalone, does not need integration with any existing Customer Relationship Management system. I aim to use Quarkus for backend, keycloak for authentication, Ant design () for frontend and postgre for DB . Hence, proficiency in these technologies will be ideal for this project. Previous experience in creating retail-oriented POS admin applications would also be