Contract assembly language programming jobs

I need a skilled developer who is proficient in working with Google Cloud's OCR functionalities. The...Google Cloud's OCR functionalities. The project involves the following specifics: - File Format: The OCR system should be able to extract text from PDF files, no other formats are required. - Output Format: The extracted text should be converted into a word file and worksheets. - Language Support: The OCR should be able to recognize and extract text in English only. This task requires someone with expertise in Google Cloud's OCR, the ability to generate word files and worksheets, and a solid understanding of language processing for English. High attention to detail and accuracy is crucial for this project. Basic UI is also needed for file management like ...

...to design and redesign an e-commerce website focused on trading. We already have an existing foundation, but it needs to be refactored to improve code organization and user experience, as well as improve visuals. Main Requirements: - Experience in dealing with the PT-BR language (Brazilian Portuguese) - UI/UX with Figma: Ability to create attractive and functional designs. - and TailwindCSS: Proficiency in front-end development using these technologies. - Typescript/Javascript: Strong knowledge in programming. - Code Architecture: Solid understanding to maintain clean and organized code. - Experience in E-Commerce Websites: Proven knowledge in developing e-commerce platforms. - Perfect User Experience: Ability to create an intuitive and responsive interface. Addit...

...assist users with entering recovery mode, restoring firmware, and downloading files - Please provide examples of your past work that demonstrate your programming abilities Tasks: - Develop the User Interface: Design a user-friendly interface using SwiftUI. Implement UI components such as progress bars, buttons, and status indicators. - Implement Core Functionalities: Use Alamofire for handling firmware downloads. Utilize libimobiledevice for interacting with iOS devices to enter recovery mode, DFU mode, and perform restores. Use Core Data or SQLite for storing downloaded firmware files and application data. - Integrate Reactive Programming: Use Combine to manage asynchronous tasks and data binding. Update UI elements in real-time based on data changes and user interacti...

As a commercial property owner, I am in need of a thorough review of an office space lease agreement. The lease will span for a long duration; more than 3 years. Key Requirements: - Experience with commercial property lease agreements. - In-depth understanding of real estate laws and regulations. - Ability to give clear insight and recommendations on stipulated contract terms. - Can work swiftly and accurately, with attention to detail. With the right expertise, there’s potential for a long-term professional relationship on my real estate ventures.

I am in need of an expert Instructor in Python for advanced machine learning. You should have a strong background in neural networks, natural language processing, and reinforcement learning. The ideal candidate should: - Be proficient in Python - Have deep understanding and experience with neural networks, natural language processing, and reinforcement learning - Be able to teach advanced machine learning concepts - Have prior experience as an instructor in an online setting Your role would include: - Preparing course material - Delivering lectures in a clear, understandable way - Providing assignments and projects for students - Offering guidance and feedback - Assisting students with any questions they may have This project is an exciting opportunity for someone who is n...

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I'm in need of a skilled Software Engineer with exceptional English language skills. This role is essential to ensure clear communication and documentation throughout the project. Ideal candidates should have a solid background in software development, and experience working on various Software lifecycle. Your primary focus will be on ensuring the software is developed to high quality standards, but you'll also need to be able to communicate effectively with other team members to discuss ideas and strategies. Experience in software testing and debugging will be a plus. The main goal of the project is to produce a well-designed, efficient software product. Your excellent English skills will help not only in the development process, but in reporting and communicating proj...

...Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, including speech sentiment and intonation patterns. 5. Multi-Modal Fusion: Develop innovative fusion strategies to combine information from multiple modalities and generate comprehensive sentiment and emotion predictions. 6. Model Interpretabi...

I'm in urgent need of a skilled content writer who possesses strong proficiencies in Microsoft Excel. The primary task will involve generating written material for my organization, with an additional respons...will involve generating written material for my organization, with an additional responsibility requiring accurate invoice creation. Your responsibilities in detail: - Generate compelling content that aligns with my organization's goals and objectives. - You would also be responsible for creating invoices using Microsoft Excel. Ideal qualifications and skills: - A strong grasp of the English language with excellent writing skills. - Prior experience with content writing and invoice creation. - Expert understanding of Microsoft Excel, particularly when it pertains ...

I'm in need of a customized Java program. I haven't decided on a specific purpose, but I'm looking for a skilled developer who can deliver a robust, well-structured program. The ideal candidate for this project should have a strong command of Java programming, as well as experience with program development for various purposes. The program may involve extensive data manipulation, network interactions, or other functionalities. Your ability to create clean, efficient code will be a big advantage. Please note that, as I haven't pinned down the exact requirements, being able to adapt and respond to shifting project needs will be crucial. Looking forward to hearing from you.

I'm looking to rewrite content related to travel. The primary goal of the content is to educate readers. I'm particularly interested in maintaining the human touch in the content while ensuring it's clear and free from plagiarism. The ideal freelancer for this project should have: - Proven experience in content writing, especially travel-related content. - Excellent grasp of the English language. - Ability to rewrite content in a clear, engaging manner. - Familiarity with AI tools to ensure the content is original and free from plagiarism. Please note that while the user skipped the level of detail they prefer, the content should strike a balance between information and readability.

I have full code flutter app I want using firebase database 1 -Experience https://console.agora. video and call streaming Also 2- Update app to stores Apple store Android store

I'm seeking a skilled developer to help create a professional real estate website with integrated CRM capabilities. Key Requirements: - Website to primarily focus on showcasing real estate listings. It should be visually appealing, user-friendly, and easily navigable. - I...portfolio of real estate websites. - Expertise in CRM integration, particularly with sales pipeline management. - Experience in building lead generation features within websites. As a real estate business, our goal is to present our listings online and effectively convert visitors into customers. Please provide examples of similar projects you've completed along with your bid. In the Portuguese language as principal and Ingles as well. Easier and less of half of the complexity on the site attached ....

...through my 150-250 page income tax document which is in Word Format. I have done some edits, but it's gotten rather messy and needs a professional touch. Key Tasks: 1. Grammar and Punctuation: Make sure the text reads well and is free from language errors. 2. Formatting and Layout: I am looking for a final layout that presents the information in a clear, organized manner. I don't have any specific preferences for this, but standard professional formatting is the goal. Ideal Skills & Experience: - Proven experience in editing large documents - Excellent language skills - Proficiency in Word formatting - Knowledge of standard professional formatting - Previous exposure to income tax or other financial documents is a plus I am attaching a document from 201...

I need an expert developer to integrate a custom GPT-4 model into my Telegram bot. The bot will be catering to Russian language users. Key requirements: - Experience in using GPT models, particularly GPT-4 - Fluent in Russian and English to ensure successful implementation - Proven proficiency in developing Telegram bots - Knowledge of interpreter API for a smooth integration of the GPT-4 model to the Telegram bot. This integration is essential in enhancing communication and interaction with the bot. Your attention to detail and adherence to the timeline will be crucial for this project's success.

I am currently conducting research aimed at analyzing the potential of the Internet of Things (IoT) in enhancing resilience in the supply chain for lithium-ion batteries. As my study progresses, I seek to leverage the expertise of a seasoned professional in the arena of IoT with an intimate understanding of Python programming and cloud data management. Key Objectives: - Identify potential applications of IoT within the specified context - Evaluate the feasibility of implementing IoT solutions in the supply chain - Analyze the impact of IoT on the supply chain for lithium-ion battery production Ideal Candidate: - Extensive experience with IoT and its applications - Proficient in Python development and cloud data management - Comprehensive understanding of supply chains, specifica...

I require assistance with entering text-based data from digital files into a designated system. The main aim of this data entry task is to support subsequent data analysis processes. Key responsibilities include: - Entering text data from digital files accu...free of errors - Following a specific format for data entry - Ensuring that data is entered in a timely manner to facilitate efficient analysis The ideal freelancer for this task should have experience in: - Data entry, particularly text-based - Attention to detail to avoid errors - Basic understanding of data analysis processes - Ability to work within a set format - Proficiency in the English language Your work will be pivotal in supporting subsequent data analysis processes, and your attention to detail will be highly ap...

I'm looking for a freelancer who can help me shape my ...notes and "thank you" sections to be in a smaller cap size. - I would like the index o show the page number for each essay. - I did the first 8 manually, and you can take them as an example model. Doing this manually will take me forever and I am sure someone pro like you can do this fast and easily. Ideal freelancer would have: - Prior experience in book formatting - Strong grasp of English language - Knowledge of Word's advanced formatting options It is just simple Text, no images, tables, or charts. (attached you can find the document itself). I seek a simple and neat result from someone with attention to detail and ability to organize a large document. Your bid should include any necessary rev...

*Notes: this project is a continuation of the overall project as described in the job description and contract for Project 01. Same rules and guidelines apply: https://www.freelancer.com/projects/video-editing/Creative-Talented-VIDEO-EDITOR-Needed/details Total Per Project: $140 (50% off this 5th project, oriignal $280.00) 1/3 - Deposit 40%: $56.00

hi there, first of all we will use a model for arabic to english translation and then we will fine tune that model on some percentage of your dataset. afterwards we will run the model on some percentage of your dataset which can be treated as test data to find the acc...that model on some percentage of your dataset. afterwards we will run the model on some percentage of your dataset which can be treated as test data to find the accuracy of the model. we will try to enhance the model with different parameters until we get a reasonably good accuracy. as for comparison of accuracy we can translate some samples from chatgpt or its API and then compare using some language comparison model. Everything will be done in a python notebook and you will be to run the notebook in jupyter or go...

I'm looking for an Arduino expert to setup an Opta PLC that can effectively m...Opta PLC that can effectively monitor temperature readings. The system should be able to: - Receive inputs from different temperature sensors and digital inputs. - Monitor a vast range of temperatures from below freezing to above 90°F. - Send email notifications of temperature readings and changes every hour for remote monitoring. The perfect freelancer for this project is experienced in programming Arduino Opta PLCs, utilizing sensors, particularly those for temperature, and setting up efficient email notification systems. Beside technical proficiency, good understanding of thermodynamics would be a plus, but is not a requirement. The end-goal is an efficient and reliable remote temperature ...

As a company seeking to ...products and brands. It should reflect a professional and corporate design style. Key Features: - A comprehensive and user-friendly Contact Form is an essential component of this project. It should be easy to locate and use, allowing visitors to reach out and initiate contact with our team. Ideal Skills and Experience: - Proficiency in HTML5 is a must, as the website will be developed in this language. - Experience in creating professional and corporate web designs is highly valued for this project. - A sound understanding of backend development is crucial. The website should be dynamic, enabling us to update content and maintain it easily. I'm open to suggestions on how best to achieve these goals, so feel free to share your ideas during the b...

...understand Python and have extensive experience with pulling and running projects from GitHub. - Specific Tasks: Help me understand the process of running GitHub projects. The ideal freelancer will guide me through setup, installation, and execution. - Desired Experience: Experience in software development, programming in Python, and utilising GitHub effectively is key for this task. Your input will be greatly valued. Your ability to explain complex technical terms in layman's language is crucial for this job....

I'm in need of a creative and skilled developer to help me create an engaging platform for language translation between French, Algerian dialect, and vice versa. The goal is to enrich users' vocabulary. My primary requirements for this platform include: - A user-friendly search function that allows users to look up words in both languages. - A feature that enables users to record their pronunciation of words for feedback and improvement purposes. In terms of design, I envision the platform to follow a zoo and animal theme, presenting a fun, vibrant, and engaging visual experience for users. Ideal candidates for this project should have experience in: - Building interactive and engaging platforms - Integrating search functions - Implementing audio recording features Pl...

I'm on the hunt for a savvy designer who's passionate about crafting logos. I don’t have a specific type of logo in mind, be it a wordmark, symbol/icon, or combination mark; I am open to all those possibilities. Feel free to surprise me with your creative instincts. Plan...creative hat to achieve a unique, standout design. - Simplicity: The logo should be easy to perceive and understand. Ideal Skills: • Excellent graphic design skills • Knowledge of latest logo design trends • Creativity and innovative thinking • Prior experience in logo designing Bring on board your innovative design skills to create a logo reflecting a professional yet creative and simple design language. I am looking forward to parsing through your unique inputs and bold de...

I'm seeking an experienced English language trainer to significantly enhance my English speaking skills. The right candidate will help me master key areas of the language which are crucial to my personal and professional growth. Key Requirements: - A strong focus on pronunciation, vocabulary and grammar. These are the core areas where I need significant improvement - The ability to conduct frequent training sessions. I'm looking to have three sessions per week. Ideal Skills and Experience: - Previous experience as an English language trainer or tutor, with a strong track record of helping learners improve their spoken English - Excellent knowledge of English pronunciation, vocabulary and grammar, and the ability to effectively teach these concepts - Exper...

I'm in need of an experienced architect who can create professional site plan drawings for a modern styled project. The main tasks of this role include: - Drawing up a site plan that follows modern architectural principles. - Ensuring the design is practical, functional, and aesthetically pleasi...styled project. The main tasks of this role include: - Drawing up a site plan that follows modern architectural principles. - Ensuring the design is practical, functional, and aesthetically pleasing. A great fit for this project would be someone with extensive experience in architectural design, specifically in developing modern style site plans. A comprehensive knowledge in architectural programming and planning, landscape architecture, and design software/technology will be highl...

...levels (such as severe autism, mild, medium, lower, or no autism, etc). For example, maybe you can see Face landmark detection () that has a confidence score. I expect you will find a better technique. By applying the following feature techniques: facial expression analysis, gaze analysis, body movement analysis, speech and language processing, social interaction metrics, activity recognition, contextual information integration, and temporal dynamics analysis, all aimed at extracting comprehensive features from human video data to identify autism spectrum disorder. If you have work experience in computer vision, machine, and deep learning, specifically on video datasets, please let me know with a few of your sample works

I have full code flutter app I want using firebase database 1 -Experience https://console.agora. video and call streaming Also 2- Update app to stores Apple store Android store

Looking for a women communicator with great English skills to complete easy chores. Responsibilities include having regular discussions across multiple dating platforms. The final goal is to quietly shift fo...Google Spreadsheets, modify the color of the cells, and enter dates. Qualifications 1. Fluent in English 2. Decent profile photo. Video bid is a plus 3. Knowledgeable about US towns and states, as well as Googling distance between regions. 4. Understanding of IP as well as VPN is a plus. 5. Effective interpersonal and communication abilities 6. Must familiar with Google Sheets. 7. Once the contract begins, you must use a communications medium, such as Skype. 8. The profile creation will be required, using YOUR Latest FRESH PHOTO, no more than one month old) Begins soon. ...

I'm in need of an engaging and creative blog writer to produce content for my graphic design blog. Your responsibilities: - Produce 2 high-quality and engaging blog posts per week. - Maintain a consistent tone that entertains and inspires the readers. - Deliver each blog post in fluent Englis...and creative blog writer to produce content for my graphic design blog. Your responsibilities: - Produce 2 high-quality and engaging blog posts per week. - Maintain a consistent tone that entertains and inspires the readers. - Deliver each blog post in fluent English. Ideal skills and experience: - Proven experience in writing for graphic design or related topics. - Excellent grasp of English language. - A creative flair to engage and inspire readers. - Experience in creating SEO-fr...

I'm looking for a Python app that can simplify the process of video uploading across several social media platforms. The app should seamlessly upload videos to Facebook, Instag...for a particular user, and upload each content to social media platforms using a single video file. Key requirements include: - Ability to upload videos to multiple social media platforms simultaneously - No UI is required, only python code is required. - Error handling and reporting for successful uploads and potential issues Ideal skills for this project include: - Proficiency in Python programming, especially in developing applications that interact with APIs - Prior experience in working on social media integration projects - A solid understanding of video and media upload processes would be an a...

I'm in need of a skilled individual who can create detailed plans for a wood model that will be cut with a CNC machine. The model will be 1:20 scale and will be used to demonstrate how joints work and...model that will be cut with a CNC machine. The model will be 1:20 scale and will be used to demonstrate how joints work and how the model can be easily disassembled. Key Requirements: - Expertise in designing plans for CNC wood cutting. - Understanding of model making principles. - Ability to create detailed plans suitable for 1:20 scale. - Prior experience with designs involving joints and easy assembly/disassembly is a plus. The plans should be clear, detailed, and precise to ensure a successful CNC cutting process. A keen eye for detail and a passion for craftsmanship are...

I'm looking for a skilled Python developer who can create a tool that can convert VCE (Visual CertExam) files to PDF. The script needs to be compatible with Windows, and ideally, it should: - Provide output in a format that is both viewable and editable - Operate solely via a command line interface Ideal applicants will have experience in Python programming, data manipulation, and an understanding of file conversion processes. A background in creating command line tools is a plus. Your experience in delivering clean, efficient code is highly valued. Please provide examples of previous work when applying. I'm on a tight budget ($10 - $15)

...straightforward copy typing job. Ideal Skills: - Excellent English language skills - Proficient in typing and data entry - Familiarity with Google Docs or similar word processing software Your work should be meticulous and error-free, with a focus on maintaining the original document's formatting and structure. If you have previous experience with similar projects, that would be a plus. need a freelancer to copy type an English PDF document into a Google Docs document for me. The PDF contains text that needs to be accurately transcribed into a formatted Google Docs file. The PDF does not contain any complex formatting, images, or tables, so it should be a straightforward copy typing job. Ideal Skills: - Excellent English language skills - Proficient in typing and ...

I require a skilled Odoo specialist to streamline and automate various CRM tasks in my business. The specific activities include: - Contact Management: Enhance existing functionality to include custom fields and triggers, to cater for more personalize...personalized relations with our customers. - Email Marketing: Implement an automation system that will optimize our efficiency in reaching out to our vast clientele. - Sales Tracking: Initiate an automated sales tracking system within Odoo that will simplify the sales management process. Ideal Skills & Experience: - Proficient in Odoo software - Experience in automating CRM tasks - Knowledgeable in programming custom fields and triggers - Prior experience in setting up email marketing automation - Track record in automating ...

Seeking an SEP expert using Yoast Premium SEO with a good command over the English language to optimize my WordPress hosted websites. Here are the links to the websites

...as both a programming aide and an assistant for my interviews. Key tasks include: - Programming: The successful candidate will be tasked with writing code for the web application. Given the nature of the project, proficiency in JavaScript and C# is essential. - Interview Assistant: The ideal candidate should be ready and able to assist me in technical interviews. The main purpose of the selected software engineer will be to aid in the successful development of a web application. Ideal Skills and Experience: - Proficiency in JavaScript and C# is mandatory. - The candidate should have a background in web application development. - Previous experience in conducting technical interviews would be a valuable asset. Please note that since this role is to serve as both a ...

Details of the job are in attached files. File 79fcfac6 is for part 1. File 5e39ff02 is for part 2

I am looking for a skilled data entry professional who can help me collect and organize stock data from my trading view strategy. The person must have experienced in strategy test option in tradingview. No pragramming language required, just manually check. Note that my strategy name is BRAMMA 1. Objective - Find every stocks in US exchange (Nasdaq and NYSE) that meet the BRAMMA strategy conditions Steps to do before everything. - Please gather all the names of US stocks market in both exchange (Nasdaq and Nyse), then please manually check every stock that meet condition and extract them to excel file. - Please select the trigger that match with the tradingview ticker -Please find list of company in Nasdaq exchange here: - Please find list in

...transcription? We just started a new project with 500 valid hours required, which will last for about two to three months. DM if you are interested in more details. You can start this week if you are available. You can find more details on the link below: For Japanese audio transcription projects, the specific requirements are as follows: Language: Japanese Project type: transcription, material taken from short video app, audio content close to daily life Personnel requirements: must be based overseas, and must be Japanese native-level. Educational background is at least high school. Original audio length: 6-8s Effectiveness rate: 70% Project duration: Start at the end of April & early May and last for about 3 months Delivery Platform:

I need a skilled designer to reformat a 14-page document. The current layout looks too much like a contract and not like a brochure. It's important to retain all the information, but make it visually appealing and easy to read. Key tasks: - Adjust font styles and sizes: The document currently uses a standard font and size. I'd like this to be adjusted to create a more modern and sleek look. - Add images and graphics: I will provide you with the necessary images and graphics to include. These should be incorporated in a way that enhances the overall aesthetic. - Rearrange sections: The document is structured like a standard contract. I'd like you to rearrange the sections in a way that makes it flow more like a brochure. Key Requirements: - Experience in grap...

I am in need of a skilled contractor can decompile Fermworks software, bypass, and integrate with working with the LabView 2019. Labview is activated already, Fermworks not, although not sure how well Labview is activated. The Unicorn 5.31 software is activated, but its not recognizing the machine, so need networking or driver fix fir this. Key Requir...activated. The Unicorn 5.31 software is activated, but its not recognizing the machine, so need networking or driver fix fir this. Key Requirements: *Experience in using a decompiler like x64dbg or similar tools. • Familiarity with desktop-based software. • Must be able to complete the process without the need for additional purchases. *Teamviewer, Anydesk connection Skills Required C Programming C++ Programming...

...latest trends and technologies in database management and architecture. Skills and Qualifications  Bachelor's degree in Computer Science, Information Technology, or a related field. Master's degree preferred.  8+ years of total experience.  Minimum of 5 years of experience in database architecture and development, with a focus on Netezza and Oracle.  Proficiency in SQL and PL/SQL programming languages.  Strong understanding of database design principles and data modeling techniques.  Experience with database performance tuning and optimization.  Excellent communication and leadership skills.  Ability to work effectively in a fast-paced environment and manage multiple priorities.  Relevant certifications in Netezza and Oracle technologies are a plus. Res...

...someone with advanced experience in Zoho CRM and programming skills in Deluge to help create a set of custom applications. These apps will be connected to AI tools like Chat GPT and Google Gemeni. I want to hire someone for the next 12 months as a general support. We will pay a minimum of USD 50 with projects ranging up to USD 500 or more. If there is nothing to do I will still pay USD 50/month just to have the continus support. Key Requirements: - Diverse automations, functions, and data management routines within Zoho CRM. - Specific tasks will include workflow automation and custom reporting. - Integration of Zoho CRM with various AI tools, specifically OpenAI and Google Gemeni. Ideal candidate should have: - Extensive experience programming in Deluge. - Proficiency ...

I am seeking a full-time Data Analyst in the IT industry. - You must have comprehensive knowledge of various programming languages, database design, data modeling, and strong numerical abilities. - Previous experience in IT industry and analyzing large and complex data sets will be preferable. - Being detail-oriented, having problem-solving skills and possessing a decent understanding of machine-learning algorithms would be considered a strong plus. - Essential qualifications include a degree in Computer Science or a similar field. Please apply if you have the necessary skills and interest in this role.

I'm seeking a skilled developer to create a with all features including coin staking feature, vip membership feature and project scoring feature, Also News section, refer coinofficial (for staking and news feature idea) . Please feel free to propose any programming languages or frameworks you believe are best suited for this project. Your suggestions will be greatly appreciated.

I’m hosting a contest for the recording hand gestures on video. We will be selecting multiple winners. If you are proficient with ASL (American Sign Language) this will be easy for you. $25 per approved ASL video ASL knowledge is preferred but not required. Some gestures are unique and NOT part of ASL. We have a spreadsheet with a list of gestures and an example video that you can use as a reference. The end result of the entries will be used to train a machine learning system. Requirements -recording must be .mp4 format -Gestures must be recorded in a well lighted area. -You must have a solid color shirt on... no patterns. -You must do the gestures in the order they appear in the spreadsheet -Each gesture you do, you must speak the name of the gesture (“A-...

...data. The app should be able to perform complex calculations and statistical analysis. - Visualization: The app should include features to visualize the analyzed data. The primary visualization should be through charts and graphs, allowing for clear representation of the results for easier interpretation. Ideal Skills and Experience: - Proficiency in Python: Extensive experience with Python programming is a must, as the entire application will be built in Python. - Data Analysis: A strong background in data analysis, particularly with scientific data, will be highly beneficial to ensure the app accurately processes the information. - Data Visualization: Experience with data visualization tools and techniques, specifically using charts and graphs, is crucial for this project. If...

I'm in need of a Laravel developer who's well-versed in setting up thermal printers, specifically Model A, to in...printers, specifically Model A, to integrate with my Laravel application. The primary function I'm looking for is to enable this system for printing receipts. - Setup Model A thermal printer with Laravel - Enable printing receipts in the application It's important that the Laravel application specifically supports: - Thermal printer Model A - Printing of receipts - Single language, English (no need for multi-language support) Successful candidates should have: - Experience in Laravel application development - Proficiency with setting up thermal printers - Knowledge in working with printing functions in Laravel - Ability to optimize printing...