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I need a Python expert to extract data from a website without using APIs. This is a one-time task. Once the data is extracted, I would like the freelancer to perform data filtering and analysis using Pandas. Finally, I need the results to be saved to a CSV file. Key Tasks: - Extract data from a website (data specifics to be provided) - Data filtering and analysis using Pandas - Save results to a CSV file Ideal Skills: - Strong Python programming skills - Experience with data extraction from websites - Proficiency in data analysis with Pandas - Ability to save data to CSV files. Chat with me for full document with details! Simple project!

I'm looking for a programming expert in C# and .Net to create a blockchain-based framework tailored for detecting duplicate research papers. The system must meticulously analyze the entire content of each document to ensure accuracy. You can expect to interact with an SQL database for fetching and storing research documents. Ideal skills for the job: • Expertise in programming with C# and .Net • Experience working with SQL databases • Familiarity with blockchain technology • Knowledge in document analysis and parsing Encouraged but not required: prior experience in developing similar plagiarism detection systems. Your primary task: • Create a reliable system to analyze and flag duplicate content in research papers from the entire text, not j...

I am seeking a proficient PHP developer to formulate code that will sort items in my existing RSS feed, which displays news articles, by their respective dates. The ultimate objective is for the most recent items to surface first for my audience's viewing. Ideal Skills & Experience: - Exceptional PHP programming skills - Comprehensive understanding of RSS feeds - Prior experience with news-oriented RSS feeds preferable

I'm looking for a skilled Python developer who can create a system for me. This system needs to be able to send EDI request files (Claim Status - 276) to the Availity clearinghouse and download EDI response files (Claim Status - 277) using the REST(API) method. Key Responsibilities: - Develop a Python-based system to send and receive EDI files to/from Availity clearinghouse - Ensure the system is reliable and secure Requirements: - Proficient in Python programming - Strong understanding of EDI and REST API integration - Familiarity with Availity clearinghouse API is a big plus - Experience in developing similar systems is highly preferred Please note: - Credentials and access to the Availity clearinghouse API are already in place - I'm looking fo...

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I am looking for an experienced web developer to create a customizable QR code service designed for businesses. The primary focus will be on developing advanced visualization features for our QR codes. Key Requirements: - Augmented Reality Development: Experience with AR development platforms like ARKit, ARCore, or Vuforia, essential for creating realistic floor visualization features. Mobile App Development: Proficiency in mobile development languages such as Swift for iOS or Kotlin for Android to build a robust mobile application. Web Development: Knowledge in web technologies including HTML5, CSS3, JavaScript, and frameworks like React or Angular, for creating a responsive web platform. Backend Programming: Skills in backend languages such as Python, Ruby, or Node.js, and...

I am looking for a skilled developer to design and impl...communication functionality to ensure seamless exchange of information between the system and external devices or networks. The project involves: - Developing the software from scratch. - Writing clean, efficient, and maintainable code in C++. - Extensive testing and debugging to ensure the software functions as expected on the microcontroller platform. - Optional: Integration with hardware components may be required, so experience in this area is a plus. Ideal skills and experience: - Strong background in embedded software development. - Proficiency in C++ programming language. - Experience with microcontroller platforms. - Proven ability to implement user interfaces, real-time processing, and data communication in ...

I'm looking for a skilled professional to add a cutter control program to my Programmable Logic Controller (PLC). The primary function of this program will be to control a guillotine cutter. Ideal Skills and Experience: - Proficiency in PLC Programming: You should have a solid background in programming PLCs, particularly for industrial applications. - Understanding of Cutter Control: Experience with cutter control systems will be advantageous. - Attention to Detail: Precision is essential in this project, as it involves the control of a cutting device. Key Requirements; We have two existing machines with PLC's and would like to add or migrate a program, from one to the other (if this is possible). This will allow us more features and more customer possibi...

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I'm seeking a skilled PHP developer with Codeigniter experience to help me with one specific task in my project. - You will work on passing data from the controller to the view. - The goal is to format this data into a table. - The table should have basic styling such as borders and headings. You should be familiar with: - PHP, particularly Codeigniter framework - Data handling in MVC architecture - Basic HTML and CSS for styling Additionally, the final table should be paginated, allowing visitors to customize the number of items displayed per page. If you're experienced in PHP, Codeigniter, and can help with this data display task, please reach out. Developer Must be work Remotely

...systems to help program an embedded camera with the goal of achieving successful recording. Flexibility and adaptability are essential, as project requirements may evolve. Tasks may involve: Ensuring consistent frame rates, targeting 30 FPS with 4K resolution Using appropriate libraries to enable efficient camera recording Integrating the camera with other devices or systems, if necessary Addressing data acquisition, control, and storage In your application, please provide: Your previous experience in embedded systems programming, especially with cameras and recording Relevant skills and expertise Your proposed approach to achieving successful camera recording Your adaptability to evolving project requirements I look forward to your applications and potential collaborat...

...frontend and allow users to visualise different information from the selected parameters. I have provided some tables format and filters in the files sections. I have a prorotype of the data extraction moule in Python which can be used as the template along with the API key. I can also provide the list of all parameters needed for extraction as well. Ideal Skillset: - Proficient in Python / JAVA programming - Demonstrable experience connecting APIs to frontends (in this case I have a WordPress site) - Strong understanding of database management Key Responsibilities: - Understand our API and integrate it effectively with the frontend - Make sure the user data, account information, and product inventory tables are properly connected - Ensure the data flow is seamless and secure...

...dataset for the given variables ready and an R code that need adjustments in order to run properly and fix some bugs. Key Project Details: - **Scope:** Your task will involve examining the impact of the following macroeconomic variables on Indian house prices (HPI): GDP growth rate, CPI, Interest rates, FDI, and REER. - **Time Period:** The analysis should cover both short-term and long-term trends, typically an ARDL model. We also would like to separate out the Covid years in order to see these effects. -**We have a dataset with the relevant variables, almost finished R script with explanations. But will need help to get all the code to work and produce results close to the attached reference article. Feel free to make relevant changes within the code. Key ...

I need a system capable of streaming live TV channels through UDP multicast for QAM. The eventual goal is to transfers to Set Top Boxes (STBs). The model developed will have features such as: • Capable of streaming media files, particularly, live TV channels, via multicast UDP to STBs. • Have means to ensure media delivery is immediate and accurate. • Provision for testing whether the STBs can receive and properly display the transmitted media. Ideal skills required: • Expertise in UDP multicast. • Proficiency in QAM. • Knowledge of media streaming technology is also essential. • Experience in Set Top Boxes (STBs) functionality and working principles.

...microphone, which will enable actual monitoring. This project is driven by both suspicion of infidelity and the need for safety monitoring. In carrying out these tasks, it is important to ensure that the target individual remains entirely oblivious to the ongoing surveillance. A successful applicant for this job should be a seasoned and meticulous professional, with a strong background in programming and ethical hacking. You must have a track record of successfully completing similar projects, demonstrating your ability to maintain discretion and confidentiality. Exceptional problem-solving skills and experience with mobile device penetration is a prerequisite. Please note: The legality of this job lies within a grey area and non-compliance with the client's request for d...

I have a requirement for programming a Raspberry Pi Pico microcontroller to interact with multiple sensors in an escape room. The project responsibilities include: - Sensing and gathering data from temperature, pressure, and motion sensors in the escape room. - Control and actuation tasks for unlocking doors, manipulating lights, and triggering audio cues. - Provide feedback to players in the escape room. - Ensuring smooth communication and networking capabilities. Ideal candidates for the job should have experience in microcontroller programming, specifically the Raspberry Pi Pico, understanding of various sensor inputs, and experience with escape room devices would be an added advantage. It is required to have knowledge in coordinating sensed information to act upon vari...

I'm in need of an expert in FPGA and machine learning with a focus on Convolutional Neural Network (CNN) and YOLO algorithms. The primary goal of this project is to evaluate image quality with the maximum possible accuracy. Some key details: - FPGA: Experience with VIVADO is highly preferred. - Machine Learning: A strong background in implementing CNN and YOLO algorithms is essential. - Image Size: The desired input image size is 416x416. The project aims to achieve high accuracy in image quality evaluation through these machine learning algorithms on the FPGA. The freelancer is expected to work closely with me to ensure the project meets the desired outcomes.

I am seeking a skilled professional to assist with a detailed image analysis project using ImageJ/Fiji software. Key Requirements: - Conduct Particle Analysis: I require a thorough analysis of the particles in the images. - Implement Image Segmentation: A crucial part of this project involves accurate image segmentation. - Perform Intensity Measurement: To aid in data collection, I need the images' intensity to be measured. Ideal Skills and Experience: - Proficiency in ImageJ/Fiji: Prior experience with these tools is a must. - Image Analysis Expertise: The freelancer should have a strong background in image analysis. - Statistical Analysis: Ability to perform statistical analysis on the image data. - Attention to Detail: The analyst must have a keen eye for detail, as the me...

This is GENETIC PROGRAMMING NOT a GENETIC ALGORITHM PROJECT I want to do like this one: but genetic programming will be used instead on neural networks. PLEASE ENSURE IT IS GENETIC PROGRAMMING NOT A GENETIC ALGORITHM -the project is all done using Python, and every single line has to be explained "what it does, why it's used" documented and explained -we will develop a genetic programming system that you enter MRI photos for brain tumor -the program will target the tumor, select the tumor with a mark, and calculate its size, define if malignant or benign, and get O(N) The segmentation "and also the fitness function" will be implemented by "Graph Cut Segmentation" and the code will keep improving the equat...

Seeking an expert in CUDA development with proficiency in C++, specializing in GPU programming. This project involves the following: • GPU programming in C++ • Strategies to introduce parallel algorithms in a GPU-friendly manner The ideal candidate will showcase the ability to optimize code to run various algorithms efficiently and in parallel using CUDA. Strong background in GPU-specific matrix operations and image processing will be a bonus but isn't mandatory. This project revolves around perfecting performance and reliability, and is an excellent opportunity for those adept in the mentioned domains.

Already i have the UI ready in figma I need a professional to convert my Figma designs to code using React.js. The deliverable needs to be within my strict deadline. Your task will include: - Creating basic interactivity like buttons and links. - Full mobile responsiveness is a necessity. Ideal skills: - Experience with Figma - Proficiency in React.js - Stellar responsiveness design skills - Past experience in similar projects Please note that failing to meet the deadline may result in project cancellation. If you meet these requirements, I'd love to see your prior work examples.

I'm in need of an experienced Arduino developer to create a custom software for my industrial machine. The soft...analysis. - The Arduino software needs to control the sequential operations of this industrial machine. This involves managing the input and output signals, and ensuring a timely and accurate execution of the machine's functions. Ideal Skills and Experience: - Proficient in developing Arduino software. Knowledge of both sensor data collection and actuator control is a plus. - Prior experience in programming for industrial machines. - Understanding of data logging mechanisms and experience implementing them on an Arduino board. If you have a strong background in Arduino development and industrial machine control, please bid and share similar projects you'...

I'm looking for a skilled developer to build a trading bot on Solana using Rust, which will be interacting with the Raydium API. The bot should be able to monitor the WSol/New Token pair on Raydium and execute trades based on the detection of the addition of liquidity, as well as sell at specified sell points. The bot will operate on Windows using a simple UI. Config screen to set up wallet and custom RPC, and (gas price+ slippage_ amount of tokens to buy in WSol for buy . Token contract to be pasted and then tx executed until Liquidity Pool is formed and bot attempts to purchase the token. Once token purchased bot send the token evenly to 5 wallets to be auto-sold at pre-set profits with trailing stop loss to sell all. Auto sell can be halted with pressing a key and bot...

...and maintaining SAP Business One solutions using SAP B1 SDK. Key Responsibilities: Develop and customize SAP Business One solutions using SAP B1 SDK (Software Development Kit) and DI-API (Data Interface API). Integrate SAP B1 with other third-party applications using APIs, web services, and middleware. Design and develop custom modules, add-ons, and extensions using .NET programming languages such as C# or VB.NET. Create and maintain SQL queries, stored procedures, and database objects to support SAP B1 data management and reporting requirements. Collaborate with functional consultants and business analysts to gather requirements, design technical solutions, and implement enhancements. Develop and maintain reports, dashboards, and analytics usin...

I am in need of a proficient C/C++ Network Programmer, two key aspects of this project are extensive knowledge of TCP/IP and HTTP protocols and socket programming. An ideal candidate must be experienced in implementing these skills on Windows, Linux, and MacOS. Key Responsibilities: - Socket programming - Familiarity with TCP/IP & HTTP - Implement RSA Network Security - Cross-platform compatibility I encourage experienced network programmers with a solid understanding of these platforms and technologies to bid. Having experience from previous similar projects will be advantageous.

...expected to: • At least 7-9 years of QT QML designing exp. More likely in infotainment, medical domain or any embedded device with touchscreen • Good with C++/ OOPS and able to create UML designs • Handle team as team leader • Extensively debugged embedded systems connected using CAN or similar protocols. • Good team player and ready to help others. Skills: • Significant experience in the Design and development of HMI tools QT/QML • Language - Embedded C, C++ • Design and development of UI logic, using C/C++ programming • OS/Environment Linux preferable • Architecture knowledge in UML • Compiler/Debugger Cross compilers • Microcontrollers/Processors IMX -NXP preferable • Knowledge of interfacing wi...

I'm looking for skilled teachers, proficient in English, Spanish, Italian and Brazilian Portuguese (or native speakers which are also graduated teachers). The ideal candidate should have a deep understanding and experience with teaching methods such as PNL (Neurolinguistic Programming), Natural Method and Auditive Method. Key Responsibilities: - I need you to create the 144 lessons for each level, from A1 to C2 in each languague, following the material I will give you. - Implement PNL, Natural Method and Auditive Method in the teaching process. Ideal Skills: - Fluency in all four languages, English, Spanish, Italian and Brazilian Portuguese. - Proficient in PNL, Natural Method and Auditive Method. - Prior experience in multilingual teaching would be an asset. Your role will...

...secure and efficient data transmission and storage - Implementing proper error handling and debugging mechanisms - Ensuring compatibility with the existing product architecture - From Platforms need to fetch metrics , Comments, Videos, Posts, Twits. Need apis for sending/replying to comments and messages in each platform. Ideal candidates for this project should have: - Proficiency in Golang programming - Prior experience in API development and integration - Familiarity with connecting to popular social media platforms (YouTube, Facebook, Instagram, and Twitter) - Strong problem-solving skills and attention to detail - Good understanding of data security and privacy issues - Ability to work collaboratively and communicate effectively Tech Document Link :

I need an experienced developer to collaborate with to design and develop a secure and scalable ASP.NET Core/SQL Server based application that will tightly integrate the client's custom legacy systems to Microsoft Dynamics 365 Business Central (APIs). Key responsibilities would include: - Developing the required application using ASP.NET Core (Blazor) - Integrate data from custom applications to Microsoft Dynamics 365 Business Central using APIs The following skills are essential: - ASP.NET Core - Microsoft Blazor (preferred, but the candidate can propose any - MVC/Angular, etc) - SQL Server - Entity Framework Core/Dapper - Microsoft Blazor Fluent UI Components (preferred, but candidate may suggest other) The timeline for completion is 1 month. Please outline your exp...

I'm looking for a talented app developer to create a cross-platform application for Android and iOS. The app's primary purpose is to allow users to collect and store car key information in a user-friendly and efficient manner. Key Features: - Cross-platfor...key data. Ideal Skills: - Proficiency in both Android and iOS app development. - Experience in creating user-friendly and visually appealing interfaces. - Prior experience with integrating photo upload and NFC/RFID scanning functionalities. - Strong understanding of database management to ensure the information is stored securely. This project requires someone who is not only skilled in app programming but also has a keen eye for user experience and data security. If you have relevant experience in this area, I'...

I am looking for a skilled cBot programmer with a strong command over C#. The project primarily involves developing an automated trading cBot specifically for the Forex market. Ideal candidate should have: - Proficiency in C# programming. - Previous experience in developing automated trading bots. - Familiarity with the Forex market and its dynamics. - Ability to deliver a reliable and effective trading solution. Your primary task will be to design and implement a robust automated trading cBot using the cAlgo platform. The bot should be able to efficiently analyze market trends, execute trades and manage risks in real-time. Your final delivery should be a well-tested and documented cBot ready for deployment on the cAlgo platform.

An Android app for QR code reading with TTS capability. (Reading of QR code And then speaking it on the phone) TTS Synthesis in Czech language preffered. Minimalistic design USB-Upload only. No Play store. Please see uploaded video. Due time, deadline: 96 hours.

I need a Shopify expert to help me add a discount code to my store. This discount code will help in attracting new customers to my store. The discount should be applicable to the entire order once it is applied at checkout. It will offer a 15% reduction on the overall price of the order. Key skills and experience: - In-depth knowledge of Shopify platform - Experience with Shopify discount code integration - Ability to communicate effectively and complete the task in a timely manner.

...may be called [Client Name]. We want the LLM to help match Customer name and Client name, so that the data gets filled into the field in our system. I am looking for a long term freelancer with database development, LLM and AI experience to help us achieve highly accurate results using OpenAI API, and ideally speaking some experience in google cloud AI products. Specific requirements for the project include: - Experience with LLM models, particularly the specified model - Strong understanding of programming languages and development of API experience - Ability to deliver highly accurate results (100%) - will need to test and show the results as well - good communication skills If you have the necessary skills and experience, please submit your proposal and let us kno...

I'm looking for an expert who can assist me in interfacing SPI with an SDHC card for data storage on an MSP430 FR4133. Key Requirements: - The primary pu...who can assist me in interfacing SPI with an SDHC card for data storage on an MSP430 FR4133. Key Requirements: - The primary purpose of this project is to facilitate the storage of multimedia files on the SDHC card. - While the read/write speed isn't of utmost importance, it is moderately critical to keep up with the data storage requirements. Ideal Skills and Experience: - Proficiency in programming the MSP430 and interfacing SPI. - Prior experience in data storage projects, particularly handling multimedia files. If you're confident in your abilities and have a solid understanding of these requirements, I...

I've a scanning solution that's 80% complete. I need a Linux developer to provide the final t...I need a Linux developer to provide the final touches. The functionalities required include: - Image cropping - OCR (Optical Character Recognition) - Batch scanning - Document recognition The next step implies analyzing the current software used and advising on the suitable programming language. Also, the solution must be compatible with multifunctional printers. The ideal freelancer should have a background in Linux development and have solid experience in OCR and batch scanning technologies. Knowledge of programming languages (C++, Python, Java) along with a strong hardware understanding would be an asset. We have videos of the previous solution which we can share to t...

I lost my server - I want to build a new one & migrate my code on it ( 3 websites )

I'm looking for an expert in C++ programming who is capable of creating a highly efficient ray tracing engine. Key details are: - The Ray Tracer must be coded in C++. - Real-time rendering is one of the critical requirements for this task. - The graphical interface should be a Command Line Interface. Skills and Experience: - Extensive experience with C++ programming - History of working with real-time rendering - Knowledge of Command Line Interfaces - A solid understanding of computer graphics would be beneficial. This task will test your skills in C++, real-time rendering, and command line interfaces to create a one-of-a-kind ray tracing engine.

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As an e-commerce business, we're aiming to take our platform to the next level by implementing a product customization tool. We're searching for a software developer with strong c...product in their own environment before purchasing. Required Deliverable: - A fully functional tool compatible with our WooCommerce platform or creation of a new ecommerce platform. Ideal candidate: - Proficiency in at least one of the mentioned programming languages. - Extensive experience in e-commerce platform development and integrating AR technologies. - Hands-on experience in working with 3D modeling software. Your expertise will enable us to provide a top-notch, immersive shopping experience to our customers. If you are passionate about using technology to redefine e-commerce, ...

I am in need of an experienced programmer for my networked Honeywell Pro-Watch system. The main tasks include system configuration and access control customization. Key Responsibilities: - Configuring the Pro-Watch access control software to suit our organization's needs. - Customization of access control to facilitate basic user permissions. Ideal Skills and Experience: - Proficiency in programming and configuring Honeywell Pro-Watch systems. - Deep understanding of access control systems, particularly in the context of networked configurations. - Prior experience with customizing access control for basic user permissions.

I'm working on a Racket program and need help with adding new basic functionalities. This is a new proje...with adding new basic functionalities. This is a new project, so the features are straightforward and won't require advanced expertise. Key requirements: - Proficiency in Racket: You should be confident in using Racket to create new functionalities. - Understanding of Basic Programming: These features are not complex, but should be implemented cleanly and efficiently. - Communication Skills: I prefer email for our communication, so prompt and clear updates will be expected. This project is ideal for someone with some experience in Racket and a good understanding of basic programming concepts. If you're looking for a quick and straightforward tas...

I'm seeking a professional to help d...and control, allowing me to manage the system from afar. - Soil moisture sensing, to ensure optimum watering for my plants. The system will be used for irrigating small amounts of soil, so it should be built to accommodate that scale. As to the type of plants, the system should be versatile enough to work with any type. Ideal skills and experience required include: - IoT development and programming skills. - Experience with agricultural technology or a strong knowledge of irrigation systems. - Knowledge on soil moisture dynamics. This is a unique project that requires creativity, technical skill, and an understanding of modern agricultural practices. If this sounds like a fit for you, I'd love to hear your ideas and look forward ...

I want to add Machine Learning features , algorithm to my online electricity bill management system, which currently handles billing and payment processing, energy usage tracking, and customer database management. The programming language used in the project is PHP. The enhancement includes: 1. Predictive analysis for energy consumption 2. Customer segmentation 3. Load management optimization The predictive analysis for energy consumption specifically involves energy consumption forecasts. Ideal Skills and Experience: - Proven experience with PHP - Strong understanding of Machine Learning concepts - Experience with user registration systems, billing systems, and payment processing - Adept at enhancing existing codebases - Ability to create a seamless and secure user experience.

...developer to create an innovative application for both Android and iOS. I am seeking an individual who can combine creativity with practicality to build an application that enables users to converse with an AI in multiple languages. Ideal Skills and Experience: • App Development for both iOS and Android • Experience with incorporating AI into app design • Knowledge of various languages for programming AI is beneficial but not necessary as this question was skipped • Portfolio that demonstrates a mix of standard and bespoke UI designs (as a mix of both styles is desired) Applications should include their relevant experience, along with any work they've done that demonstrates the necessary skills for the job. As design will play a vital role in this proj...

I need a developer who is proficient in Python and familiar with API integration to update my current automation script. I'm looking to add a user input functionality. Additionally, as an extension of this function, I'm interested in having textual data scraped as an output. Ideal Skills: - Strong Python programming skills - Experience with automation scripts - Familiarity with API integration - Knowledge of data scraping, particularly text data. Please note, specifics regarding the data to be scraped will be provided upon project initiation. Previous experience in similar projects will be highly regarded.

...expertise in predictive programming models and algorithms. The task at hand involves designing a fully functional offline system that is capable of analyzing a provided set of numeric data, identifying patterns and delivering accurate future predictions. Interest & Skills ~ Not Required, but still preferred: Anyone proficient with AI machine learning algorithms Excellent understanding of Python AI Understanding data visualization tools like Matplotlib or Seaborn would be helpful The program must be functional and user-friendly This is a tremendously confidential matter. Furthermore, I'd like to build a relationship of confidentially and trust with my team. We are seeking a talented software developer to join our project and help us build a cutting-edge prediction to...

I'm seeking an adept C/C++ programmer to embark on a project which demands proficient knowledge of the said programming languages. Though the specific purpose or goal of the project remains undisclosed, the role calls for optimizing coding efficiency and producing a result that is compatible with Windows Operating System. Stellar applicants are expected to showcase: - Exceptional command over C/C++ - Prior experience wherein the role required optimizing coding efficiency - Ability to work on Windows environment Details around the project specifics will be shared once the bid is successfully awarded.

Good afternoon, I am a University Professor of Psychology and I have a project funded by FCT in the field of criminology. I would like to develop software (which I have partially programmed in Excel already). This software aims to: 1) work with dichotomous variables that are temporally distinct (for example, at 3 or 4 fixed and different times); 2) map all the sequen...Currently, TraMineR package in R allows mapping dichotomous variables and performing cross-tabs like Chi, but it does not compute odds ratios, nor calculates Median OR for all the variables starting with X. What would the budget be and how long would it take to do this in R or another platform? I have programmed almost everything that R does not do in Excel, so it would probably be replicating the code in R. Thank y...

I'm currently in need of a dedicated professional who can build a machine that focuses on strictly manipulating and controlling small volumes of liquid, less than 100mL. The machine should be designed to provide good accuracy and consistency in liquid volume control. Here's what I'm seeking: - No preference for material: Please use your discretion which material (plastic, stainless steel, or aluminum) would be best suited for this project. - Expertise: Experience in mechanical engineering, fluid mechanics, and device fabrication is absolutely essential. Previous work with liquid control devices will be highly regarded. Details of such experiences should be provided in your proposal. - Support upto 6 liquid sources w/o human interventions during the process. - Control the de...