Cnc programming question and answers jobs
...feature-rich and fully automated Test Prep and Quiz Practice Platform. The goal is to create a scalable, user-friendly platform where users can purchase, access, and practice simulated test environments for various exams. This platform will offer a seamless experience for learners and monetize through paid access to test prep content. Key Features and Functionality: User Management: User registration and profile creation. Dashboard to track progress, performance, and completed tests. Test Prep Features: Simulated exam environments mimicking actual test conditions (e.g., time limits, navigation, question formats). Customizable quizzes by subject, topic, or difficulty level. Randomized question selection from a question...
...Features: - Payment Integration: Secure and reliable payment gateway. - Email Confirmations: Automatic email notifications upon booking. - Real-time Availability: Reflects the current status of our fleet. Booking Interface: - Pickup and Drop-off: Address input fields for clients to specify their locations. Pricing Structure: - Rush Hour Pricing: Implement a pricing system that reflects increased rates during rush hours (7 am - 9:30 am and 3:30 pm - 7:30 pm) with standard rates for the remaining hours. - Transparent Pricing: The booking form should display the exact price before confirmation. I have previously worked with software developers who have used WordPress to create a booking form, but it was not fully functional. I can provide the per mile and per...
YOU ARE BIDDING ON YOUR TOTAL PAYMENT FOR THIS PROJECT. DO NOT PLACE A BID ON THE PROJECT, AND THEN TRY AND NEGOTIATE FOR MORE. 2 REDDIT POSTS A DAY. For 5 days 2 QUORA POSTS A DAY For 5 days You'll search reddit for questions to answer - in the subreddit r/steroids/ Daily Ask Anything About Anabolic and androgenic steroids The questions must be 45 days old or newer. Here are some examples of the types of questions that we are looking for: PCT Questions What kind of PCT (post cycle therapy) should I do after I have done (whatever type of steroids) Steroid cycle questions Here is the steroid cycle I am running, what do you think? Should I modify it? Whats a good FIRST STEROID CYCLE? Whats a good steroid cycle for a woman? Whats a good steroid cycle for a m...
...A BID ON THE PROJECT, AND THEN TRY AND NEGOTIATE FOR MORE. I need an assistant to manage multiple tasks, and help me stay organized. This will be an ongoing job. We will start slowly, I will only give you one task to complete at a time. For example: Week 1: • You will only work 3 days. 1 hour each day. • You will only do 1 task, - hiring freelancers on seo clerks to post on quora. Week 2: • You will work 5 days, one hour each day, and I will give you one more task to complete. As the weeks progress, I will slowly add a single task, however, you will never work more than 5 days a week- 10 hours a week. Here is a summary of the tasks I will need completed. Quora Manager Hire and monitor quora freelancers Every day...
YOU ARE BIDDING ON YOUR TOTAL PAYMENT FOR THIS PROJECT. DO NOT PLACE A BID ON THE PROJECT, AND THEN TRY AND NEGOTIATE FOR MORE. 2 REDDIT POSTS A DAY. For 5 days 2 QUORA POSTS A DAY For 5 days You'll search reddit for questions to answer - in the subreddit r/steroids/ Daily Ask Anything About Anabolic and androgenic steroids The questions must be 45 days old or newer. Here are some examples of the types of questions that we are looking for: PCT Questions What kind of PCT (post cycle therapy) should I do after I have done (whatever type of steroids) Steroid cycle questions Here is the steroid cycle I am running, what do you think? Should I modify it? Whats a good FIRST STEROID CYCLE? Whats a good steroid cycle for a woman? Whats a good steroid cycle for a m...
YOU ARE BIDDING ON YOUR TOTAL PAYMENT FOR THIS PROJECT. DO NOT PLACE A BID ON THE PROJECT, AND THEN TRY AND NEGOTIATE FOR MORE. I will give you a list of questions to answer on quora.I will give you the logins to some quora accounts You plug the questions into 2 AI writing tools. You paste that answer on the quora question, insert a photo - and you're done. What type of topics will the questions cover? steroids What is the target audience for these answers? Bodybuilders What tone should the answers have? just use AI
...Azure OpenAI into our existing platform. The goal is to automate question generation based on specific educational parameters like Bloom's Taxonomy, Course Outcomes (CO), and Program Outcomes (PO) and generate question papers in PDF or Word format. Project Scope: Integrate Azure OpenAI API into our PHP CodeIgniter application using the OpenAI PHP Client. Develop an AI-driven question generation system based on: Bloom’s Taxonomy (Remember, Understand, Apply, Analyze, Evaluate, Create). CO and PO Mapping for structured assessment design. Enable customizable question generation based on: Subject/topic selection Difficulty level (Easy, Medium, Hard) Question types (MCQs, Short, Long, Case-based, etc.) Implement automated ...
My CuckooClock project has a critical issue where WAV files are sometimes playing choppy. I need an expert who can diagnose and fix the cuckooClockAL folder file in the GitHub repository () for proper playback. plays but when you get multiple hours the sound sometimes sounds like its got reverb on it. Key Requirements: - Expertise in QT - Proficient in C++ programming - Experience with sound file playback in QT - Familiarity with GitHub for potential repository updates Please note, while the project could benefit from good error handling, currently there is no specific error handling or logging needed. Your primary focus should be on getting the WAV files to play correctly.
...pattern, etc.). 2. The new “Aur Kab Tak?” poster designs in multiple colors (orange, yellow, pink, blue, lavender). - **Objective:** Create a **photorealistic** or **highly realistic 3D/staged** render of what the updated booth layout will look like at a similar event venue. We want to see the final arrangement of a large center backdrop plus side roll-up banners, along with a table setup in front and 2–3 staff members interacting with visitors. ### **2. Venue & Setup Requirements** - **Venue Look & Feel:** - Similar to a typical upscale hotel conference hall or banquet room. - Warm, ambient lighting from the ceiling. - Neutral or wood-paneled walls. - Patterned carpet (as seen in the reference photo). - **Booth Layout:** - **Center Ba...
I need an engineer in the field of refrigeration and ice factories. He has extensive knowledge and experience in the operation of each part of the system and PLC programming for the ice factory system. Because we want to program the PLC to be compatible with the Bitzer compressor. We will attach an explanatory video for him to determine the fault and problems that we faced, including what is the reason for the refrigerant oil not returning
I need a professional research paper focused on the aesthetic and architectural impact of Double Skin Facades (DSF) within Postmodern mixed-use buildings. The paper is intended for publication in a Scopus Q1 Journal, so it needs to meet high academic standards. the paper should be unique and novel>> mybe i uses multiple or around 10 case studies of buildings using DFS (Double skin facade) and mybe you make thermal comfort statistics on them . you may find data from other references. and then you compare the data or you can use another methodology you see appropriate. i want to see analyses including charts, data statistics , or numbers then you reach a novel result about the facade technique DFS usage in particular type of buildings or new design ...
I'm looking for a skilled professional who can help me collect data from my Arduino sensors and transfer it to a MySQL database. The data includes temperature, pressure and altitude readings. Key Project Details: - Data Collection: The sensors will be collecting data every second. So, efficiency is key. - Connection: The connection to the database will be through both Wi-Fi and wired Ethernet. Experience with both types of connections is necessary. Ideal Skills: - Proficient in Arduino programming - Strong knowledge of MySQL - Experience with sensor data collection - Familiar with Wi-Fi and wired Ethernet connections Please provide examples of similar projects you've completed in your proposal. Thank you.
More details: I will give you a list of questions to answer on quora.I will give you the logins to some quora accounts You plug the questions into 2 AI writing tools. You paste that answer on the quora question, insert a photo - and you're done. What type of topics will the questions cover? steroids What is the target audience for these answers? Bodybuilders What tone should the answers have? just use AI
We are seeking a skilled map creator to develop a detailed 50 X 30 grid map for a fantasy world. The map should be based on an existing image and crafted using the Inkarnate map maker. Attention to detail, creativity, and an understanding of fantasy themes are essential. The final output should be visually appealing and aligned with the provided reference image. If you have experience in map making and a passion for fantasy worlds, we would love to see your portfolio. Please apply with your previous work examples and your approach to this project. Please answer this question other I will reject your proposal.... 1) Do you have experience with the Inkarnate map maker software?
I need a Laravel expert to identify and implement missing functions in my project. Please provide any relevant experience. user permission role / and register question page for user role and company invite reponder by email Reports comoser and download report
I need a skilled developer to help me construct an AI agent that will analyze user behavior patterns and utilize this information to place accumulative bets on Betfair. Key Responsibilities: - Interpret user behavior data sets - Develop an AI agent capable of placing bets based on analyzed data Ideal Skills: - Proficient in machine learning techniques - Experience with regression analysis, neural networks, and decision trees - Familiarity with Betfair and betting systems - Strong programming skills
We are seeking a skilled map creator to develop a detailed 50 X 30 grid map for a fantasy world. The map should be based on an existing image and crafted using the Inkarnate map maker. Attention to detail, creativity, and an understanding of fantasy themes are essential. The final output should be visually appealing and aligned with the provided reference image. If you have experience in map making and a passion for fantasy worlds, we would love to see your portfolio. Please apply with your previous work examples and your approach to this project. Please answer this question other I will reject your proposal.... 1) Do you have experience with the Inkarnate map maker software?
I'm looking for an experienced Linux specialist to certify some hardware. The hardware in question are servers that will be running Ubuntu. I need a comprehensive evaluation and certification of all server components, including CPU and Memory, Storage and RAID, and Networking. Ideal skills for this job include: - Extensive knowledge of Ubuntu and Linux in general - Hands-on experience with server hardware - Understanding of server component requirements and performance metrics - Certification experience Please provide examples of previous certification work done, particularly with Ubuntu servers.
I need a solution to monitor a dynamic chart on Sensibull that updates every minute. Specifically, I want an alert to pop up on-screen whenever the purple line crosses either the green or red line. The alert should be a simple crossover message. Ideal Skills: - Experience with Se...solution to monitor a dynamic chart on Sensibull that updates every minute. Specifically, I want an alert to pop up on-screen whenever the purple line crosses either the green or red line. The alert should be a simple crossover message. Ideal Skills: - Experience with Sensibull or similar charting tools - Knowledge in programming for automated alerts - Ability to create on-screen popup alerts Please note, the key requirement for this project is the ability to identify crossovers and trigger an a...
This is to bring attention to my programming CONTEST at: https://www.freelancer.com/contest/CrossPlatform-basic-example-app-with-JNI-Flutter-or-KotlinNative-Multiplatform-for-AndroidiOSetc-EST-2514642/details So do not BID here, instead GO TO the CONTEST at: https://www.freelancer.com/contest/CrossPlatform-basic-example-app-with-JNI-Flutter-or-KotlinNative-Multiplatform-for-AndroidiOSetc-EST-2514642/details
I'm looking for a skilled programmer with experience in STM32WLE and WMBus protocol. The task involves creating a WMBus code that supports both data transmission and reception, specifically for handling sensor readings at periodic intervals. Key Requirements: - Development of WMBus code for STM32WLE - Handling of both data transmission and reception - Focusing on the management of sensor readings - Implementing periodic data transmission Ideal candidates will have a deep understanding of the WMBus protocol and prior experience with STM32WLE programming.
...algorithms utilizing the Robot Operating System (ROS). The focus of this project will be on reactive and hybrid algorithms, specifically applied to wheeled robots. Key Aspects of the Project: - Evaluation of Accuracy: The primary performance metric to be assessed is the accuracy of the obstacle avoidance. - Utilization of ROS/Gazebo: The study will strictly employ the Robot Operating System (ROS) for the simulation (Gazebo) and testing of the algorithms. - Focus on Wheeled Robots: All evaluations and comparisons will be conducted using wheeled robots. Ideal Skills and Experience: - Extensive knowledge and experience in robot programming, specifically with ROS. - Proficient understanding of both reactive and hybrid obstacle avoidance al...
...convert two cs 1.6 plugins to cs2. One is a warcraft 3 plugin and the other is fakefull plugin that shows players occupying the server. Below is a link to counterstrikesharp files for reference if needed. Core Requirements: Score/XP tracking system for players World of Warcraft-style popup notifications when players earn XP/points Persistent score tracking between player sessions Integration with CS2's event system for tracking player actions Technical Requirements: Must be developed using CounterStrikeSharp (C#) Clean, well-documented code Proper error handling and logging Performance optimized for minimal server impact Developer
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I'm looking for a seasoned system programmer to join our device driver development team. This project involves creating a device driver for Windows, specifically using the win32/64 API. Key Responsibilities: - Develop a device driver for Windows - Utilize the win32/64 API - Write code in C, C++, and Assembly Ideal Skills: - Proficient in C, C++, and Assembly - Extensive experience with Windows device driver development - Familiarity with win32/64 API - Strong understanding of system programming Please only apply if you meet these qualifications.
I'm seeking a skilled PCB designer with experience in Arduino Nano applications. The PCB's primary function will be controlling 1 to 2 servo motors. Uses four potentiometers, an ACS 712 5amp current sensor, a button, a buzzer, a voltage step down module looking for $100 or less bid. Key Requirements: - Design a PCB that interfaces wi...will be controlling 1 to 2 servo motors. Uses four potentiometers, an ACS 712 5amp current sensor, a button, a buzzer, a voltage step down module looking for $100 or less bid. Key Requirements: - Design a PCB that interfaces with an Arduino Nano. - Controls 1-2 servo motors. - Primarily focused on motor control. Ideal Skills: - Extensive knowledge of PCB design. - Proficient in Arduino Nano programming. - Prior experience in designing PCB...
...ranking for, and on which positions. o Analyze whether the website is indexed properly by Google and if it is visible in search results. 2. Website Structure Analysis: o Check the URL structure, whether it is user- and Google-friendly. o Ensure the website is easy to navigate and the menu structure is intuitive. 3. Page Load Speed: o Check how fast the website loads. Identify elements that may be slowing it down and suggest improvements to increase load speed. 4. Content Optimization: o Analyze the website's content and its compliance with SEO best practices. o Determine whether the content answers users' questions and includes relevant keywords. o Suggest content improvements, such as adding keywords, improving text stru...
We are looking for a talented and experienced hardware engineer who have full knowldge of cash and digital payment integration hardware to design and develop the hardware components for cash-handling and cash counting machine and all digital payment and including various other components Knowledge and Responsibilities Integrate payment hardware system Design the electronic circuits Select and Integrate Microcontrollers Sensor and Actuator Integration Payment System Integration Fraud Detection Hardware-Software Integration Required Skills: Payment Hardware System Embedded Systems Design Circuit Design & PCB Developmen Sensor Integration: Security Systems: Microcontroller Programming Hardware Debugging Experien...
I'm trying to learn things online by gathering the CC of Videos into TXT files and read it instead. I need a way to automate the gathering of the text files with the close captioning. Here is a video explaining: Desired Programming Language: Python C# (preferred) Or whatever is best for this type of work * Do not bid if you have under 3 reviews, you will be ignored * Need Source Code when Job is Complete, After any Bug fixes, and Updates * Milestone release upon completion of project & is bug free. * Please post "I've read everything" when applying, so I'll know you actually read this and give you priority response. * I'm looking for best deal possible.
I need a tool that can clean my computer from junk files and cookies, cache, etc Desired Programming Language: C# (preferred) * Do not bid if you have under 3 reviews, you will be ignored * Need Source Code when Job is Complete, After any Bug fixes, and Updates * Milestone release upon completion of project & is bug free. * Please post "I've read everything" when applying, so I'll know you actually read this and give you priority response. * I'm looking for best deal possible.
I'm looking for an experienced engineer to design a 27Mhz transmitter and receiver system for me. This system needs to work effectively in an urban environment and achieve long-range transmissions of up to 5-10km at a speed of 100bps. Key specifications: - The sleep current must not exceed 100uA to ensure power efficiency. - The data will be transmitted in binary format and needs to be sent & received through an Arduino microcontroller. - transmitter Power should be less than 1 watt. Ideal skills and experience for the job include: - Proficiency in radio frequency engineering. - Extensive experience with Arduino and microcontroller programming. - Knowledge of binary data encoding and transmission. - Ability to design systems for ...
...pattern, etc.). 2. The new “Aur Kab Tak?” poster designs in multiple colors (orange, yellow, pink, blue, lavender). - **Objective:** Create a **photorealistic** or **highly realistic 3D/staged** render of what the updated booth layout will look like at a similar event venue. We want to see the final arrangement of a large center backdrop plus side roll-up banners, along with a table setup in front and 2–3 staff members interacting with visitors. ### **2. Venue & Setup Requirements** - **Venue Look & Feel:** - Similar to a typical upscale hotel conference hall or banquet room. - Warm, ambient lighting from the ceiling. - Neutral or wood-paneled walls. - Patterned carpet (as seen in the reference photo). - **Booth Layout:** - **Center Ba...
...will handle incoming and outgoing calls, answer questions from our knowledge base, and interact seamlessly with RingCentral to transfer, hold, and park calls. Additionally, the agent will use to send call transcripts to Twist and email. We’re open to using any AI platform that effectively meets these needs. Responsibilities: Build and integrate a voice agent capable of managing calls (inbound and outbound). Enable the agent to interact with a knowledge base to answer queries accurately. Develop functionality to interface with RingCentral for transferring, holding, and parking calls. Utilize to automate sending call transcripts to Twist and email. Troubleshoot and optimize performance to ensure reliability. Provide ...
I'm seeking a developer to he...should function as a personal assistant, handling tasks such as scheduling and reminders, responding to voice commands and queries, and managing note-taking and to-do lists. Key Features: - The app should be capable of integrating with existing Apple services, specifically Apple Calendar and Apple Reminders. - It should be designed for ease of use, with a focus on simplicity. Ideal Skills: - Experience in developing apps for Apple Watch is crucial. - Proficiency in AI programming is necessary. - Knowledge of Apple’s software and services is highly beneficial. - Expertise in creating voice-recognition software will be an advantage. This is a simple project, nothing too complicated. If you have th...
...The role involves building and deploying AI agents and leveraging various AI models to develop impactful web applications tailored to business needs. Key Responsibilities: • Design, build, and deploy AI agents to address real-world business challenges. • Develop and integrate AI-driven solutions using frameworks such as TensorFlow, PyTorch, or other relevant platforms. • Work with language models (e.g., GPT, BERT, LLaMA) to create applications for natural language processing, automation, and decision-making. • Leverage tools like n8n, , or other automation platforms to streamline workflows and enhance efficiency. • Develop scalable web applications with AI components tailored to business operations. • Stay up...
I'm e...modding, with a particular interest in Spider-Man Remastered and GTA V, but I'm open to learning about any PC games. My primary focus is on the scripting and coding aspects of modding by learning the fundamental principles of programming and modding files. If you're a seasoned modder with experience in these games and a knack for teaching, I'd love to learn from you. Your role would involve guiding me through the process of understanding and implementing scripts, helping me to enhance my coding skills in the context of game modding. Key Skills: - Proficient in PC game modding, particularly Spider-Man Remastered and GTA V - Strong understanding of scripting and coding - Excellent teaching and comm...
I need assistance with troubleshooting ...output to the serial monitor as expected. The program controls a mega board along with a PWM board to drive 9 servos, and recent modifications did not yield the outputs anticipated through debugging lines in Serial Monitor. Requirements: - Expertise in Arduino programming and debugging. - Ability to analyze code behavior for serial communication issues. - Experience in resolving hardware compatibility conflicts with Arduino boards and components. - Effective diagnosing of communication between PWM handling library, Servo Motor control, and Mega Board. Deliverables: - A fully functioning debugged program with visible outputs via the Serial Monitor. - Documentation of findings and fixes applied to ensure pr...
I'm in need of a Python expert who can maintain my web scraping code. The code is currently set up to c...The code is currently set up to collect data from various news websites on a daily basis. Key Responsibilities: - Ensuring the scraping code runs smoothly and efficiently every day. - Troubleshooting any issues that arise with the code or the websites being scraped. - Implementing updates to the code as needed, such as changes in website structure or scraping requirements. Ideal Skills: - Strong Python programming skills. - Experience with web scraping, particularly from news sites. - Problem-solving skills for troubleshooting code issues. - Ability to adapt to changes in website structures. Your expertise will help ensure consistent and reliable data coll...
I need an expert in Mastercam for production machining of steel components. Ideal Skills: - Profound knowledge of Mastercam - Experience in production machining - Skilled in toolpath creation - Metal machining expertise, particularly steel - Lathe and Mill experience Please provide relevant samples of your work.
...of account, login and payment (with price table and direct checkout). It must have a form plugin to do questionnaire (jotform). At the end of the questionnaire the AI must show a report based on answers. The job to do: make the landing pages with information of service, add the buy page of service using table price and direct ckeckout (you can use woocommerce); add jotform; integrate the questionnaire of jotform and the answer with AI to create the authomatic report. The questions of jotform and the answer of jotform must be saved inside my mysql database. So it is necessary use a plugin to create the tables and save the answer add a plugin or code to comunicate with an AI the plugin (Ai engine or wpautomator). Finally it is necessary ...
...authorized at the start of the call and final charges processed at the end based on call duration. Stripe will be used for payments, and Twilio will handle phone call functionality. Scope of Work Payment Integration: Use Stripe's PaymentIntent API to: Authorize a hold on customer cards at the start of the call (e.g., $25 for 50 minutes). Capture the final charge after the call ends based on call duration. Release unused funds automatically. Phone Call System: Use Twilio for: Call routing and handling. Transcription (Speech-to-Text) to convert customer input into text. Text-to-Speech to relay ChatGPT's responses to the customer. Call tracking (duration in seconds) for billing purposes. AI Integration: Integrate OpenAI's ChatGPT API to process trans...
I'm looking for a set of engaging, visual/illustrated educational slides focused on AI and robotics programming targeted at high school students. I HAVE THE LESSON PLAN and Instructions Key Requirements: - Content should be relevant and accessible for high school level students. - The style of the slides should be predominantly visual, utilizing infographics to convey complex concepts in a clear and engaging way. Ideal Skills: - Expertise in AI and robotics programming - Experience in creating educational content for high school students - Graphic design skills, particularly in creating infographics - Understanding of pedagogical principles and ability to convey complex concepts in an accessible way.
...developer who can create a sleek and professional online portfolio for showcasing my creative work. The primary purpose of this site is to display my art and design projects in an engaging way. Plan for website - Overview & Features 1. Core Concept Website is a dynamic platform where individuals and companies can create profiles to showcase their services, projects, consultations, or equity shares. The platform will cater to both B2B (business-to-business) and B2C (business-to-consumer) models, allowing users to either offer full or partial services, seek consultations, merge with others, or even sell their business. The platform will generate revenue through annual fees for profile management, advanced features, and premium services. 2. Key Fea...
...looking for a skilled developer to edit and modify a JavaScript for an exploding navigation menu. The modifications should ensure smooth and engaging animation effects, strictly for desktop use. Ideal skills and experience: - Proficient in JavaScript and familiar with animation scripting - Previous experience designing desktop-only navigation menus - Strong problem-solving skills and attention to detail Please, only apply if you can deliver an interactive and user-friendly navigation experience. This project is an adaptation/modification of the menu found here: The attached has the css and javascript embedded; I want it to stay this way and not to use external stylesheets or script files. I need this question answe...
...execute trades automatically based on pre-defined strategies and should include the following features: Key Features: 1. Exchange Integration: • Full integration with the API. • Secure handling of API keys (read and trade permissions only, no withdrawal access). 2. Trading Features: • Support for multiple trading pairs (e.g., BTC/USDT, ETH/USDT). • Ability to implement trading strategies (e.g., scalping, grid trading, dollar-cost averaging, etc.). • Risk management tools, such as stop-loss and take-profit. • Option to toggle between live trading and a simulation mode (paper trading). 3. Dashboard or Interface: • A simple dashboard to monitor performance (optional but preferred). • Logs for executed trades, ...
...This handbook should be focused on current technology and IMO standards, and should be written in a formal and technical style. Handbook should serve as a comprehensive guide for ETOs working in the maritime industry, covering technical, operational, and safety-related aspects of their duties. Key Requirements: - The handbook must be in a Word document format. - It should cover specific topics such as Marine Electrical Systems. - The tone of the writing should be formal and technical. Ideal Skills: - Excellent technical writing skills. - Vast knowledge of Marine Electrical Systems. - Familiarity with current technology and IMO standards. - Proficient in Word document formatting. The goal is to create a handbook that is both informative an...
I'm in need of a Python expert who can maintain my web scraping code. The code is currently set up to c...The code is currently set up to collect data from various news websites on a daily basis. Key Responsibilities: - Ensuring the scraping code runs smoothly and efficiently every day. - Troubleshooting any issues that arise with the code or the websites being scraped. - Implementing updates to the code as needed, such as changes in website structure or scraping requirements. Ideal Skills: - Strong Python programming skills. - Experience with web scraping, particularly from news sites. - Problem-solving skills for troubleshooting code issues. - Ability to adapt to changes in website structures. Your expertise will help ensure consistent and reliable data coll...
