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I am in need of a skilled Machine Learning Developer who can help me build a causal model. I have a specific dataset that I would like to use for building the model. This dataset is of moderate complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between these variables. Key Responsibilities: - Utilize the provided dataset to develop a causal model - Ensure that the model is capable of effectively illustrating relationships between variables - Optimize the model for performance Ideal Candidate: - Proficient in Machine Learning and Python - Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques - Strong an...

I'm working to develop a series of 500 infographics aimed at UPSC students. These will cover a range of topics, primarily focusing on current affairs and geographical data. Specific Topics: - Economy and finance - Politics and governance - Environment and climate change Level of Detail: - Intermediate level analysis Key Responsibilities: - Creating infographics on the selected topics. - Ensuring the information is current and accurate. Ideal Skills: - Experience in creating educational infographics. - Knowledge of current affairs and geography. - UPSC exam preparation experience would be a plus. Please note that the graphics should be clear, concise, and engaging for a student audience. Your work should support students in understanding and retaining the information pre...

Title: Automated Data Retrieval from Websites Using CRM and CID Numbers Description: We are looking for an experienced developer to automate the process of retrieving data from specific websites using CRM and CID numbers. The goal is to develop a script or tool that will: Look up Doctor's Specialization: Use CRM numbers to search on the website: CFM Doctors Search Extract doctor's information including their specialization. Look up Disease Descriptions: Use CID numbers to search on the website: MedicinaNet CID10 Search Extract the disease description. Deliverables: ( ) A script or tool that can take a list of CRM and CID numbers as input. Automate the search process on the specified websites. Extract

I have a web application that runs on PHP and I'm looking to integrate it with APIs provided by multiple suppliers. These suppliers will send us three specific types of data through their APIs - customer information, product information, and order information. Key Requirements: - Connect the webapp with Supplier A, Supplier B, and Supplier C APIs. - Extract and process customer information, product information, and order information sent by these suppliers. - Display this data on the webpages of the application. - Store this data efficiently in a database. Skills and Experience: - Proficient in PHP and API integration. - Strong understanding of database management. - Experience in handling customer, product, and order data. - Detail-oriented to ensure accurate data ext...

...candidate should be able to create wireframes and prototypes, design user interfaces and experiences, and focus on creating a responsive design in Figma. Key Responsibilities: - Create wireframes and prototypes for the job portal - Design user interfaces and experiences that are intuitive and user-friendly - Implement a responsive design in Figma, with a strong focus on mobile responsiveness - Develop navigation menus that are clear and easy to use - Integrate interactive elements and animations to enhance user engagement Design Preferences and Branding Guidelines: - Pay special attention to specific colors and fonts that match our branding - Integrate our logo and other branding elements seamlessly into the design - Maintain a consistent layout and visual style across the enti...

I'm looking to establish an E-Learning marketplace analogous to and , utilizing features similar to what offered by pinlearn.com. I need three types of user accounts: students, tutors, and admins. The features for each are: For Students (as a minimum): - Ability to search and filter tutors - Capability to book one-on-one and group tutoring sessions - Pos...repeated lessons. For Admin (as minimum): -Dashboard -payout Ideal freelancers for this project will be proficient in not only the development of digital marketplaces but also in integrating third-party tools such as Bigbluebutton, Stripe Connect, and Google/Apple API's for payment and comllex calendaring functions & integration, & GeoGebra. The project will be: Website (with future expansion to develop mo...

I'm in need of a skilled animator to create a brief, 2D educational animation that won't exceed 20 seconds in length. Key Project Details: - Animation Style: 2D - Primary Purpose: Educational Explanation - Voiceover Required: No The ideal candidate for this project should: - Have a strong portfolio showcasing previous educational 2D animations. - Be proficient in creating animations that are both engaging and informative. - Be able to provide a professional Spanish voiceover for the animation.

I'm looking for an experienced social media manager to increase the engagement and followers of my personal Instagram account. This account mainly focuses on my love for cars and travels. Key responsibilities: - Increase followers a...Videos or reels: I also need engaging video content, showcasing my cars and travel destinations. Ideal skills and experience: - Proven track record of managing and growing personal Instagram accounts. - Proficiency in creating quality social media content, specifically with a focus on cars and travel. - Strong understanding of Instagram algorithms and best practices for engagement. - Ability to develop creative and engaging video content. If you're passionate about cars and travel, and have a knack for growing Instagram accounts, I'...

I am in need of a skilled iOS app designer to help develop a start-up program aimed at addressing the ubiquitous problem of lost phones. Key Duties: - Conceptualize, design, and implement app features and functionality Ideal Skills and Experience: - Proficient in iOS platform app design - Prior experience in start-up or related app development - Solid understanding of user experience and interface design - Excellent problem-solving skills and creativity - Ability to work within deadlines and multi-task effectively. This project requires someone who can intuitively understand the needs of a start-up and bring creative solutions to the table. I look forward to hearing from you. I have searched the app store and have not found anything like this but it is very much needed. I...

...on the topic of history and cultures. Ideal skills for this job: - Prior experience in writing children's books, especially for the 6-10 age group - Proficiency in explaining complex topics in a simple, engaging manner - Understanding of elementary school curriculum and educational standards - A passion for history and a knack for making it exciting for young readers You should be able to: - Develop an engaging storyline that incorporates historical events and cultural elements - Write age-appropriate content that is easy for kids to understand - Ensure the book is both educational and entertaining, striking the right balance between the two - Deliver a creative and unique approach to presenting historical facts and cultural diversity for elementary school children. Your...

I'm looking for a highly experienced e-commerce website developer, capable of creating an interactive and user-friendly website for marketing my physical products. Key Requirements: - Able to develop a site accommodating more than 50 product categories. - Payment gateway integration is essential in facilitating transactions. Desirable Experience and Skills: - Extensive experience in e-commerce website development, specifically those selling physical products. - Proficiency in integrating payment gateway systems. - Proven experience in organizing a vast collection of items facilitating easy navigation.

As an entrepreneur keen on selling physical products to adults aged 25-45, I am in need of a proficient Shopify store designer. Your creative skills are crucial to deliver a design that reflects a simple and intuitive user experience. Key Responsibilities: - Develop a Shopify store to sell a variety of physical products targeting Adults (25-45). - Create a simple, user-friendly platform to facilitate a seamless shopping experience. Skills and Experience: - Proven experience in Shopify store design - Strong UI/UX skills to create a user-friendly environment - Understanding of target audience shopping behaviours - An eye for clean, intuitive design to cater to a mature audience I am seeking a professional with a firm grasp of these skills to engage precisely with my project...

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Develop schematics, PCB and firmware for a compact NFC reader. The suggested RFID controller is PN7160. Microcontroller - STM32 0) Two boards - antenna and the main board. The antenna diameter is 15mm with a hole in the center 4-5mm. The main board is 14mm in width and length is 35mm or less. 1) The reader must read and write password-protected memory blocks in Mifare Classic cards. 2) The reader keeps the password for the RFID cards as a hard-coded constant. 3) The reader has an 4-byte reader ID stored in its EEPROM memory. 4) The RGB LED on the edge of the main board, whose location matches the hole in the antenna. RGB LEDs are connected to the PWM pins of the controller. 5) A waterproof (if possible) speaker must be on the opposite edge of the main board, closer to one si...

I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.

...well with the content of each channel. **Requirements:** 1. **Copyright-Free Music:** The music must be completely free of copyright restrictions, suitable for monetized videos. 2. **Variety of Genres:** Music should cater to both travel and tutorial themes, ranging from upbeat and adventurous for travel videos to calm and focused for tutorial content. 3. **Duration:** Tracks should be varied in length, from short 30-second pieces to full 3-5 minute tracks. 4. **High-Quality Audio:** Music must be of high quality, professionally mixed and mastered. 5. **Original Composition:** Preferably original compositions, but high-quality, royalty-free library music is also acceptable. **Deliverables:** - A collection of 10-15 music tracks that meet the above requirements. - Documentatio...

...system for my maintenance business. I want to create a compensation model that pays my employees a flat fee per job completed, based on the type of job. The more jobs they complete in a day, the more they earn. Key requirements: - Determine the flat fee for each job based on its type - Implement performance incentives for employees who complete more jobs than average - Track employee progress and job completion through a digital time and job tracking system Ideal skills for this project: - Experience in compensation model design - Understanding of the maintenance industry - Proficiency in performance incentive implementation - Ability to set up and manage digital tracking systems -comparison of current comp plan to new comp plan to show employees the upside This projec...

I am in need of an experienced developer to create a project management web application that's colorful and vibrant. My vision is to have: - Task allocation and tracking: An integrated functionality that gives us the ability to multi-task and keep track of on-going projects. - Time tracking: Time management is crucial for us, we need a system that keeps things timely and organized. Ideal candidates should have experience in developing project management software or any relevant web applications. Familiarity with a vibrant and colourful user interface is also a key requirement. Show me your relevant portfolio so we can collaborate effectively to bring this vision to life.

I am searching for an experienced digital marketer ...Marketing Services: My primary need is for social media marketing strategies that can effectively engage and grow my audience. - Social Media Platforms: The marketing efforts must largely focus on Facebook and Instagram, which are the channels my target audience uses the most. - Target Audience: The ideal candidate understands how to connect with teenagers, young adults, and parents. They can develop campaigns that resonate with these unique audience segments and foster a strong brand-audience relationship. This project requires nuanced understanding of these platforms' algorithms, creative planning of engaging content and analytics. Knowledge in SEO and PPC is a plus as we may expand our digital marketing efforts...

I'm in need of a talented professional for video editing. Due to initial project uncertainities, I haven't yet specified the purpose and length of the video, nor the nature of the footage. However, flexibility and adaptability are critical due to these variable elements. Ideal Skills and Experience: - Proficiency in diverse video editing software - Proven record of handling different types of footage (events, products, and travel) - Creativity and adaptability to suit different types of video - Ability to work effectively with vague initial direction and refine based on feedback - Experience in both short and long format video editing would be advantageous So, if you want to work in a dynamic setting, this job is the perfect for you.

I'm looking for a skilled developer to help me customize my current PHP SMS system. It's primarily used for sending notifications. I have the script and has been working with twilio, however all of a sudden it stopped working due to twilio changes I need assistance in modifying the script

I'm currently seeking a skilled 3D designer to create a range of decorative steel designs for residential use. The ideal candidate should be able to produce a range of abstract style sculptures, fences, and decorative wall lights. Key Responsibilities - Design abstract style 3D sculptures - Develop abstract style 3D fences - Create abstract style 3D decorative wall lights Ideal Skills & Experience - Proficiency in 3D design software - Experience in creating abstract art - Knowledge of steel material and its properties - Previous experience in designing residential steel art - Ability to balance creativity with functionality - Strong understanding of design principles and aesthetics These designs will be used in a residential setting, so an eye for detail and a creative f...

I'm in need of a fast professional who can develop a website for me similar to the one linked, and then provide me with the necessary files so I can host it myself. Should be simple website, no wordpress or similar. I will provide you with further details later I will provide you graphics but you would also need some grapic skills to make them look cool. Key Requirements: - Create a website similar to - Provide the files for hosting upon completion - Eye for aesthetics and design Please let me know your expected time frame for completing such a task, and your prior experience in creating similar websites.

I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.

Project Description: Mobile Application for Inventory Management Objective: Develop a Minimum Viable Product (MVP) of an Android application for inventory management and tracking using GPS and Bluetooth beacons. Technology: Flutter Key Requirements The Application -------------------------- - The app should primarily be developed in Flutter. However, since a Foreground service is required to run indefinitely in the background, it is acceptable to create this service in Kotlin or Java. Communication between Flutter and the native code should be done via Platform Channels (MethodChannel and EventChannel). User Interface ----------------------- The app should have three main screens: - Splash Screen: Displays the app logo. - Login Screen: User authentication with username and pa...

I am looking for an experienced individual to help develop a comprehensive business plan for my service-oriented venture in the beauty industry in Lebanon. This plan will cater primarily to individuals, so a deep understanding of consumer needs in this sector is needed. Key responsibilities include: - Crafting a business plan tailored specifically for a start-up beauty service targeting individuals - Market research and competitive analysis - Financial projections and risk analysis Ideal candidate should have: - Proven track record in developing successful business plans - Deep understanding of the beauty service industry - Excellent research and financial projection skills.

As a clothing brand store, I'm looking to develop a digital storefront primarily dedicated to men's casual/streetwear clothing. I am seeking a team or individual with experience and a proven track record to help with this project. The task will entail: • Building an intuitive, user-friendly store layout • Implementing functionality for a size chart, color options, and customer reviews Ideal freelancer or team should have: • Experience in e-commerce website development • A clear understanding of user interface and user experience principles • Proficient in platforms such as Shopify, Magento, or WooCommerce • Knowledge of the fashion industry, especially men's casual/streetwear Your main task will be to turn my vision into a functional...

I'm looking for a skilled Flutter developer to create a app for both iOS and Android platforms. Key Requirements: - Develop a complete social networking app for iOS and Android using Flutter - Implement a user-friendly interface with engaging design - Ensure compatibility with both iOS and Android platforms - Ability to integrate user authentication, push notifications, and potentially in-app purchases Ideal Skills: - Proficiency in Flutter for cross-platform mobile app development - Previous experience in developing social networking apps - Understanding of mobile app design principles - Experience with user authentication and push notification integration - Ability to collaborate and communicate effectively throughout the project If you're a Flutter developer with a...

I'm in need of a creative 2D lyric video creator to bring my less than 3-minute short story to life in a lyric video. The concept is rooted in the realm of reality, so experience in this genre would be a plus. I need a horizontal and vertical video format. Key requirements: - Less than 3 minute audio - pls see the storyboard file: The length of the video is directly dependent on the duration of the audio, which is less than three minutes. It's important that the animation flows seamlessly with the audio. - Creative interpretation: I'm keen on working with an animator who can creatively interpret the audio's theme and lyrics and translate them into a visually compelling story. Some references: https://www

I'm in need of a talented web designer who can help me craft a vibrant and engaging website primed for a general audience. Key Responsibilities: - Crafting a visually impressive and user-friendly site that's appealing to the average web user - Ensuring the site is responsive and functions seamlessly on all devices - Implementing the preferred color scheme of bright and vibrant to create an energetic and positive impression on visitors Ideal Skills: - Proficiency in web design, with a strong portfolio of previous work - A keen eye for design, particularly in creating sites with a vibrant color scheme - Understanding of user experience (UX) principles to ensure a smooth and intuitive site navigation

...fluency and understanding of cultural nuances - Proficiency in audio production and recording - Experience in podcasting or radio production - Social media management or marketing skills - Ability to create engaging content for different social media platforms - Knowledge of current affairs and news reporting - Familiarity with the podcast landscape and trends Your role will be to help me: - Develop a podcast format that will resonate with our audience - Produce and edit high-quality, engaging audio content - Optimize and customize content for each social media platform - Plan and implement a social media strategy to grow our online presence - Stay up-to-date with the latest news and trends to keep our content relevant I don't have a strict deadline for this project, so I&...

I'm in need of a skilled AI developer to create an AI agent capable of handling product information and answering human chat requests based on a set of data from XLS and PDF files. The agent will be multilingual, starting with both English and Hebrew documents. Key Goals: - Provide product information: The AI agent should be able to efficiently fetch product descriptions data prices etc from the provided XLS and PDF files. - Generate automated responses: The agent should be capable of generating automated responses based on the product information retrieved and a give set of decision terr rules. Platform Compatibility: - The AI agent should be compatible with both web and mobile platforms. Programming Language: - While I have no specific preferences for the programming language, d...

...understanding of SEO best practices, excellent writing skills, and the ability to produce engaging, informative, and high-quality content. Responsibilities: Write and edit blog articles that are informative, engaging, and optimized for search engines. Conduct keyword research to identify high-potential keywords and topics. Optimize existing blog articles to improve their search engine rankings. Develop content strategies to increase organic traffic and improve user engagement. Collaborate with the marketing team to ensure content aligns with overall brand strategy and goals. Stay up-to-date with the latest SEO trends, tools, and best practices. Requirements: Proven experience as an SEO copywriter or similar role. Strong understanding of SEO principles and best practices. Exce...

I am trying to integrate custom theme into wordpress . My intention is for each section of the website to react dynamically in wordpress so that I can build my site in wordpress itself. I need help to complete this process as I am facing a lot of errors.

I'm in need of an expert to develop a vendor registration system for my company. This system will automate the entire registration process for vendors interested in doing business with us. Key Features: - Simplified Vendor Onboarding: The system should allow vendors to quickly provide necessary information. - Document Submission: Vendors should be able to upload business registration documents directly onto the platform. - Verification: The system should be able to verify the submitted documents and inform the vendor of their approval status. Data Collection: - The system needs to capture vendor information including their company name, contact details, and specific business registration documents. Registration Details: - Company Name: The system will require vendors to pro...

I am looking for a captivating animation video with a compelling story, aimed at the general public. The ideal length for this video would be under 4 minutes. Key Requirements: - Development of a compelling, original story that resonates with a broad audience. - Creation of engaging animation that brings the story to life. - Video should be under 4 minutes in duration. Ideal Skills and Experience: - Proficiency in animation and storytelling. - Experience creating videos for a general audience. - Ability to deliver a high-quality, engaging piece within a limited timeframe.

I need a skilled PHP developer to help me with a bug that's causing our login functionality to malfunction. Key Requirements: - The bug currently prevents users from logging in, and an error message is displayed upon failure - We need this bug fixed so that users can successfully log in without any issues Ideal Skills and Experience: - Proven experience in PHP development, particularly with login systems - Strong debugging skills to identify and rectify the issue - Solid understanding of database connections in PHP - Good communication skills to understand the problem and provide a timely fix

I am in need of a skilled website developer to help create an e-commerce platform for my company. The primary goal of the website is to facilitate online selling, making it convenient for my customers to purchase my products. Key Requirements: - Develop an e-commerce website with a user-friendly interface. - Implement a shopping cart feature that simplifies the purchasing process for customers. Ideal Skills & Experience: - Proficient in website development, particularly e-commerce platforms. - Experience in implementing shopping cart features. - Adept at creating user-friendly interfaces.

Develop an interactive website: 1) clean structure and fast loading (who, what, how, process, product cat.) 2) data management (input and format conversion to pdf format) 3) automatic language conversion based on geographic location 4) ai chat messenger 5) Interactive design a) slider banners b) animated (wave length or video background) 6) integrate stripe gateway. All information is ready, details will be provided once confirmed and website must be finalized/deployed within June 5. Thank you!

I'm in need of an all-round developer who has strong experience in both Python and PHP, specifically for the creation of an e-commerce website. The desired professional should be well-versed in crafting custom web solutions as well as knowledgeable in leveraging the WordPress CMS beneficially. Skills and Experience Required: - Demonstrated expertise in Python and PHP web development. - Proven experience in developing successful e-commerce websites. - Proficiency with WordPress CMS. - Understanding of e-commerce website security essentials. - Articulate in communicating project progress and potential hurdles. Freelancers who can showcase previous work on similar projects will be given priority. I look forward to your enticing bids and am eager to form a productive pa...

...handwritten digits specifically within mathematical problems. Responsibilities: - Develop a machine learning algorithm capable of recognising handwritten digits - The primary focus will be on mathematical problems - Ensure accuracy and adaptability to various handwriting styles - Configure the algorithm to output recognized digits as digital numbers Ideal skills & experience: - Proficiency in machine learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathematical problems and their structures The end goal is to develop a practical, efficient, and accurate automaton t...

in general I don't get the Greek characters in the description and all the buttons "complete", "delete" etc. throw this error and the reports are not generated its probabely some issue with the path or smtp notifications. please have a look at the video. i will send you the site and db on chat budget: $15-$20 USD deadline: 20/5

I need a talented female who can craft engaging, 10-second jingles. - Emotion and Message: The jingles should convey a range of emotions from happy and cheerful, to calm and soothing, and also energetic and exciting. They need to strike a balance across all these emotions. - Target Audience: The creative work will be aimed at young adults, both male and female. - Length: Each piece should not exceed 10 seconds. Ideal candidates should have a grasp of music composition, concept development, and understand how to appeal to the young adult demographic. Experience creating short radio or advertising tunes is a plus. i am happy to provide scripts

I'm looking for a freelancer who can develop a comprehensive tool for our company. This tool will serve as a CRM, a project management tool, and an employee productivity tracker. Key Features: - **Task Management:** I need a robust task management system with features like to-do lists, task assignments, priority levels, and notifications on deadlines. - **Lead Management:** The lead management functionality should include lead capture, lead qualification, lead tracking, and department-wise segregation. - **Employee Productivity Tracking:** The tool should be able to track productivity across various dimensions such as employees, locations, departments, and cost centers. This should include payroll management, attendance management as well as screen capturing of employees to m...

I'm looking to develop a cutting-edge 3D website specifically designed as an eCommerce platform. The primary focus will be selling Cannabises accessories. It should offer a dynamic online shopping experience that leverages 3D technology to visually display and interact with our products. Specifically, the requirements are as follows: - Expertise in 3D modeling, rendering and website design. - Experience in eCommerce, specifically dealing with clothing and accessories. - Ability to create a user-friendly interface for customers to seamlessly explore, select and purchase products. - Knowledge in the integration of payment systems and shopping carts. - A knack for creativity and an eye for aesthetically pleasing design schemes. My ultimate goal is for potential custom...

Hi Bhawan, creating this milestone to record the hours to date. Tracking of 14.5 hours as of 19 May.

My primary goal is to create a sophisticated machine translation project that focuses on Arabic to English language conversions. This is a challenging project that requires specific skill-set and in-depth knowledge in Natural Language Processing. Features I need: - Develop a multimodal machine translation model (MMT) using visuals and text to achieve accurate translation from English to Arabic and vice versa. Ideal Freelancer should have: - Proven experience in Natural Language Processing - Strong background in Machine Translation models - Ability to select and implement the most suitable Machine Translation model or API for this project, as I am open to the best possible options. If you have the necessary skills to accomplish this task, feel free to bid.

As an experienced and creative professional, I'm looking for someone to help develop and grow our YouTube channel. Main Goals: - **Revenue Generation**: The primary goal of our YouTube channel is to generate revenue. This will require implementing monetization strategies and optimizing content for ad placements. Content Focus: - **Entertainment**: Our content is designed to entertain our target audience of adults. This can include a range of video formats such as skits, vlogs, challenges, and more. Your creativity and ability to keep viewers engaged are crucial. Ideal Candidate: - **Proven Track Record**: You should have a solid track record in YouTube channel management, including content creation, SEO, and audience engagement strategies. - **Creative Skills**: Your abilit...

I need an Instagram reel, 30 seconds in length, along with a static post for a DJ party event. The content needs to be vibrant and energetic, reflecting the nature of the event. Key Requirements: - 30-second Instagram Reel - Energetic and colorful style - Must include DJ's photos The content should be engaging and eye-catching, capturing the essence of the DJ party to attract potential attendees. Ideal Skills: - Proficiency in Instagram Reel creation - Strong understanding of visual storytelling - Ability to create engaging content with provided DJ photos - Prior experience in creating promotional content for events on Instagram This is an urgent requirement, so prompt delivery is crucial. If you have the creative flair and technical skills to bring this project to life, ...

In search of an efficient collaborator to fabricate small basic pins for my plastic freezer drawers. Dimensions & Quantity: X 6 Diameter rod 3mm Diameter top 4mm Length 33mm X6 Diameter rod 3mm Diameter top 4mm Length 30mm Key Requirements: - A primary aspect to consider is their resistance. They are required to withstand freezing temperatures and be durable - Experience in creating and designing plastic components is a must, specifically with a focus on plastic that can tolerate extreme cold