Python web automation jobs

...filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task 1.2: Text Analysis • Note: You have to submit ONLY – The program is used to merge data, clean data, perform analysis, and generate visualization. The main task for this part is to conduct text analysis using LLM API available for free. • There are a few services that provide LLM inference API along with some f...

I'm seeking expert assistance to automate certain aspects of my YouTube channel to primarily increase views on entertainment-based videos. To make this project a success: 1. **YouTube Automation**: Experience with YouTube automation software/tools is critical. You will be automating the process for audience interaction which is key to increasing viewership. 2. **Content Understanding**: A good understanding of creating and manipulating entertainment-based video content will give you a big plus. 3. **YouTube Analytics**: Familiarity with YouTube analytics would be advantageous to ensure our videos reach the target audience effectively. 4. **Social Media Savvy**: Being experienced in social media interaction and engaging communities online will be beneficial. The...

I'm in search of a talented and experienced individual who can assist in developing a Quantum Machine Learning model with a particular focus on optimizing computational time. Key Requirements: - Proficient in Quantum Machine Learning: You should have prior experience in developing ML models using quantum computing techniques. - Python Programming: Solid understanding and experience with Python are essential as you'll be implementing the model predominantly using this language. - Numerical Data Handling: The model will be working specifically with numerical data, so prior experience in this area is a plus. The primary aim of this project is to reduce the computational time of the Quantum Machine Learning model. Your expertise in this area is crucial, as we're ...

We are seeking a highly skilled freelance Web Developer to undertake an innovative project involving the development of a Google Maps overlay application. The application will be used to manage and display events, with functionalities tailored for two different user types: commercial users and normal users. This project will integrate advanced features including user authentication, payment processing, and dynamic interaction with the map. Project Details: Development of Two Different Forms: Create user-specific forms for event entry. Commercial users' forms will include membership management and payment functionalities. Google Maps API Integration: Utilize Google Maps JavaScript API to overlay event data on a map, employing custom markers and interactive elements. Backend an...

We are looking for an AI expert to train us in the deployment and fine-tuning phases...an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution...

Note my budget not more 20$ I'm looking for a skilled developer who can build an open-source LLM chatbot model using Python, with integration to the Ethereum blockchain. Key Requirements: - Create an LLM chatbot model with Python: I need a chatbot that can engage in conversations, learn from them, and improve over time. The chatbot should be able to be trained by users on various topics. - Integration with Ethereum: The chatbot should be able to interact with the Ethereum blockchain. This could involve transactions, smart contracts, or other blockchain capabilities. Ideal Skills and Experience: - Strong Python knowledge: Essential since the chatbot will be built using Python. - Experience with building chatbots: Previous experience building chatbots, espe...

I'm looking for assistance and process mapping to convert data from QuickBooks to an XML file to integrate with an accounting system. This project primarily centers on the automation and efficiency of our billing process. Key Requirements: - Expertise in QuickBooks, XML, and accounting systems - Quick books desk top program not the cloud based version - Ability to include specific invoice details in the XML file - provide process and plan - Proven experience in system integration The successful candidate will have a proven background in similar projects and demonstrate a clear understanding of the requirements. I am looking to commence the project immediately.

I need a highly skilled Python developer to work on creating automation scripts. Your work will involve: - Developing scripts for task automation within other software. Desired skills and experience: - Proficient in Python scripting language - Proven experience in automation scripting - Capable of integrating scripts with various software platforms. Previous work on similar tasks would be advantageous. Please include any relevant examples in your proposal. I look forward to seeing the innovative solutions you can offer to enhance my project.

...Expert to join our team on a freelance basis. This role focuses on leveraging HubSpot's software suite to optimize our marketing strategies, with a strong emphasis on email marketing. The candidate will manage and enhance all elements of our CRM, marketing automation, and customer engagement processes. **Responsibilities:** - Design and implement comprehensive email marketing campaigns within HubSpot to nurture leads and engage customers. - Oversee the integration and management of HubSpot, including CRM, marketing automation, sales automation, and customer service hubs. - Develop and maintain integrations between HubSpot and other digital tools to ensure a seamless workflow. - Conduct training sessions for internal teams on effective HubSpot and email marketi...

...facilitate the audio learning and comparison process. Preferred Skills: Proficiency in WordPress development, including plugin creation and integration. Experience with audio processing and analysis, particularly in the context of voice recognition or comparison. Strong knowledge of programming languages such as PHP, JavaScript, and possibly Python for audio processing algorithms. Familiarity with audio libraries or APIs for voice recording and comparison, such as Web Audio API or SpeechRecognition API. Ability to collaborate effectively with our team to understand requirements and integrate the system seamlessly into our existing platform. If you have the expertise to develop a robust WordPress audio learning and comparison system, we invite you to submit your proposal. ...

I'm seeking a skilled HubSpot expert to help me streamline my sales and marketing processes. My company caters to a large customer base...workflows - Implement improvements that will help us effectively manage our large customer base - Suggest and potentially implement automations that will help us streamline our sales and marketing processes Ideal Candidates Should: - Have a proven track record of successful HubSpot implementations, ideally for businesses with large customer bases - Be proficient in identifying opportunities for automation and process improvements - Be capable of implementing changes efficiently and effectively, without compromising our current operations If you have experience in similar projects, please apply. Your expertise will be crucial in helping us a...

I need an experienced...Extract and display specific emails from Gmail in a user-friendly card format within an application grid. - The information to display on each card will include part of email body, phone numbers and web links. The phone numbers should be displayed in a clickable link format so that they seamlessly work with a soft phone application like RingCentral without need to use their API. Emails containing web link will have the option to automatically open the link in new tab in default browser. Skills required: - Proficiency in data scraping - Experience with Gmail API - Excellent knowledge in Python or any other similar coding language - Understanding of UI design for user-friendly display - Knowledge of link formations for phone numbers to work with...

I'm seeking an expert who can assist with developing a comprehensive data analysis and automation solution within SMART sheet and Excel. Key Responsibilities: - Develop custom dashboards for financial analysis within Excel. - Automate data management processes within both SMART sheet and Excel. - Integrate the dashboards into SMART sheet for seamless use. Ideal Skills & Experience: - Strong expertise in SMART sheet and Excel, including VBA. - Proven track record of developing dashboards for financial analysis. - Ability to automate data management processes. - Excellent communication skills. Please provide examples of similar projects you've completed.

Small update to the android app. Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python. Maximum budget $300

I'm looking for a Python developer to assist with web scraping and script automation tasks. Key Responsibilities: - Web Scraping: You need to be proficient in web scraping techniques using Python, specifically with BeautifulSoup. The task will involve extracting data from websites. - Script Automation: Automating repetitive tasks will be another key aspect of this role. Experience in automation is a must. Ideal Candidate: - Proficient in Python with experience in Flask and BeautifulSoup. - Prior experience in web scraping and automation. - Detail-oriented, with the ability to follow instructions carefully. - Open to both experienced professionals and newbies with a strong grasp of Python. Looking fo...

I am seeking a proficient AI expert for the installation and setup of Autoclaude ...Autoclaude in a Google Collab notebook. The main purpose of this setup is to have Autoclaude effectively generate Python codes. (MAYBE ALSO: Auto GPT, Reworkd Agents, must be able to either write code or execute code) Installation capabilities should include: - A seamless and efficient setup process for Autoclaude - An understanding of handling GPT models, particularly Autoclaude Functionality requirements: - After installation, Autoclaude should generate Python codes successfully within the Google Collab notebook Ideally, you should also be adept at writing files to space without any issues encountered. An understanding of Google Collab notebooks and proficiency in Python are c...

I'm seeking an Android app automation expert who can assist in automating my app to communicate with other apps. The automation is specifically required to simulate user input, and the app should work in the background. Key Responsibilities: - Automate my Android app to interact with other apps by simulating user input - Ensure the automation works seamlessly in the background Skills and Experience Required: - Proficiency in Android app development and automation - Strong understanding of app communication and user input simulation - Experience in developing apps that work efficiently in the background - Knowledge of best practices for app automation and user experience Please ensure to include your relevant experience in your proposal.

...and filter data easily. - Inventory Tracking: It is crucial that the sheet can track inventory levels to prevent overstocking or shortages. - Report Generation: The ability to generate reports will help me keep track of my production and make informed decisions. I need the excel file to have less than 10 columns, as I believe this will keep the sheet concise and easy to manage. The level of automation I am looking for is manual data entry with some formulas. This will help reduce manual work and ensure the data input is accurate. Ideal skills and experience for this job would include: - Proficiency in Excel: A deep understanding of Excel and its functionalities is essential. - Database Management: Experience in handling databases will help in setting up the product list and ot...

I'm looking for someone to create an API connection between Zapier/google sheets and Hubstaff. Our end goal is to automate the creation of client, project and geofence locations in Hubstaff whenever a row gets filled with data in google sheets, essentially populating Hubstaff with the same jobs as what is in google sheets. Currently I have an automation which copies the job name and location from into a google sheet so I am hoping you are able to set up an API that can read this Google sheet and create a client, job, geofence location (100m radius)m Select all team members, automatic timer to start and stop upon entering/leaving radius. Key Project Requirements: - Transfer of job details and customer information from Zapier to Hubstaff. - A good understanding of Zapier and ...

webscraping cdiscount using python and export it into excel

...Restarting the round-robin cycle from the beginning. Resetting the distribution pattern to default or user-defined settings. Efficient Parallel Processing: The bot is designed to handle a high volume of incoming requests simultaneously. It efficiently distributes carts among destination webhooks to prevent bottlenecks and ensure timely processing. User Interface (UI): Develop a user-friendly web interface using Flask or another suitable framework to provide easy control over settings. The UI will allow you to: Add or remove destination webhooks. Edit the address of the main webhook receiving the carts. Modify the round-robin logic for cart distribution among destination webhooks. Reset settings, including restarting the round-robin cycle and resetting distribution patterns. Th...

I'm looking for a specialist capable of conducting image classification for facial d...primary goal is to pin-point and categorize human face images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific facial features. It's all about pre...

I'm in need the method that can bypass the the queue-it for concert tickets. I intend to use this tool for personal use, and not for commercial purposes. Key Requirements: - The tool should be designed to bypass queue-it waitlist for conc...tickets. I intend to use this tool for personal use, and not for commercial purposes. Key Requirements: - The tool should be designed to bypass queue-it waitlist for concert ticket sales. - It should be user-friendly and easy to operate. - It should be designed with privacy in mind, ensuring my data and activities remain secure and undisclosed. Ideal Skills and Experience: - Experience with web automation and bots. - Knowledge of queue-it's system is a plus. - Familiarity with concert ticket sale processes. - Ability to design...

...mailing addresses and case numbers. The only problem is that the addresses are not found neatly on the web pages of the search results, but they must be extracted from individual PDF documents by going into each individual case docket and opening a certain document called a summons, which will have the defendant's address usually in the middle of the page, but always on the first page of the summons. Some of the summons are not PDF readable so I will need OCR functionality. Finally, when the data points are extracted, they can be exported into an excel file for mail merge and printing (that the easy part). The objective is to create about 7,000 individual mailings each month and to run the automation about twice per week. I need help finding the right OCR tools to wor...

I require an expert in Python to assist in finding an open source language model that can succinctly summarize a JSON containing a series of statistics. Although it wasn't explicitly stated, let's prepare for interpreting both numeric and textual statistics.

I require a skilled data scientist who has extensive experience in Python and data science, to help analyze and visualize customer data. This work aims to yield insights that will enhance business decisions and align them with customer needs. Deliverables: - Data analysis and inference from provided customer data. - Creation of visualizations to communicate these insights. Skills and Experience Required: - Proficiency in Python. - Strong background in data science. - Experience with data visualization tools. - Prior work in customer data interpretation is a strong plus.

Website requirement Introduction: We are seeking a highly skilled Web Developer to build a dynamic and user-friendly website for our branding - website - marketing - PR business. The ideal candidate will have proven experience in web development, with a strong portfolio showcasing successful integration of the following specs. Responsibilities: Design and develop a responsive website that effectively represents our brand and services. Ensure the website is optimized for search engines and meets all accessibility standards. Collaborate with our marketing team to align the website with our promotional strategies. Requirements: PAGES: Home about us White Label Partnership Outsourcing Design & Branding Website Digital Marketing - PPC, SEO, Social Media, Content Mark...

I'm in need of a Python programmer capable of building a license key generator and corresponding API service. The project involves managing license keys for an Excel template product. Key responsibilities are: * Design and develop a License Key Generator using Python. * Create it to have the flexibility of generating unique license keys, verifying these keys, and, if necessary, deactivating them. * Design and implement an API that allows the integration of generated license keys with my existing Excel templates. * Each license key must validate properly in Excel Template PRO. Besides, your work must include: * Order form * Implementing a MySQL database to store all generated license keys. * Building a response system that displays license keys on a 'Thank You...

...Djikstra-like functions. The primary goal of this project is confirming the time complexity of a Djikstra-like function that has been implemented in Python. Key Points: - I'm not looking for the development of a new algorithm, but a detailed analysis and confirmation of the time complexity of the existing one in Python. - The main purpose of this analysis is to validate the efficiency of the algorithm. - The results of this analysis are to be used for personal knowledge, rather than for an academic publication or software development. Ideal Candidates: - Proficient in algorithm analysis, particularly in Djikstra-like functions. - Expertise in Python for the implementation and analysis. - Ability to clearly document and present the results of the time complex...

I'm looking for a skilled Python developer who can help me implement the Google Sheets API for password protection. Key Requirements: - Utilize Python to work with the Google Sheets API. - Implement password encryption for security. - Set up a system for managing user access, with individual passwords for each user. Ideal qualities in a freelancer: - Proficient in Python. - Experienced in working with the Google Sheets API. - Knowledgeable about encryption methods for data security. - Capable of setting up user authentication and access controls. Successful delivery of this project will result in a password-protected Google Sheet that allows for unique user access.

...specialist who can customize my pipeline creator, work on field customization, workflow automation, and integrate it with Zoho Payroll. Key Requirements: - **Field Customization:** The project involves modifying the existing fields in Zoho CRM to align with my lead management requirements. - **Workflow Automation:** I need the expert to set up efficient and automated workflows within the CRM. The focus here is on streamlining lead management process. - **Integration with Zoho Payroll:** I want my Zoho CRM to seamlessly integrate with Zoho Payroll for a more comprehensive solution. Ideal Candidate: - Proficient in Zoho CRM customization and pipeline creation - Experienced in field customization and workflow automation - Prior experience with integrating Zoho produc...

In this assignment, we are going to use the following data set: http://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data#Links to an external site. We are using the 1st year data set ( Download ). Arff is a file extension from weka. In order to import the file you can do the following: From import arff data=(‘’) data=(data[0]) Please read the data description for the goal of the prediction problem.

I am in need of a DevOps Engineer who is proficient in hosting and Python Flask applications on a dedicated domain. Currently, the project is deployed on an AWS GPU server, however, it's not accessible through the domain. Key Requirements: - Proficient in DevOps to facilitate hosting. - Experienced in deploying and hosting and Python Flask applications. - Ability to configure the HTTPS domain for the project. - Familiarity with AWS GPU server configuration. Your primary task will be to ensure the proper configuration and deployment of the project on the HTTPS domain. This includes setting up the necessary security measures and ensuring the website is accessible to users through our company's domain. Please share your relevant experience and skills in your bid.

I am looking for a skilled web developer to develop a web-based multi-asset portfolio tracker application. The application will allow users to track investments in stocks, mutual funds, bonds, and other assets. Key functionalities will include: User account creation and management Portfolio management and tracking Automatic data import from various sources (PDF, Excel, etc.) Performance tracking (absolute gain, XIRR, etc.) Integration with financial data APIs (optional) Tech Stack: Back-End: Django (Python) Front-End: React Database: PostgreSQL (open to discussion) Your Responsibilities: Collaborate on the development roadmap for the application's core functionalities. Develop the back-end logic using Django, focusing on user management, portfolio models, and ...

...content writing. The ideal candidate should be proficient in Python and C programming languages. In Excel, I require help with: - Data entry and organization: Assisting me in organizing existing data and entering new data into specific format. - Formulas and calculations: Creating formulas and performing calculations on the data. - Power point: Making power point presentation. - Programming: Automating specific tasks using Python and C programming. In terms of content writing, I need support with: - Copy paste: Help me in copy paste some data. - Story: Writing a story. - Resume: Writing a professional resume. The ideal candidate for this project should have a good understanding of Excel and programming, particularly in Python and C. They should also have a cre...

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I'm in need of an experienced full-stack Python developer to build an AI API from the ground up. The API will be focused on supporting three primary AI functionalities: - Natural Language Processing - Computer Vision - Speech Recognition The main application of this API will be to generate content. Ideal candidates should have strong experience with AI systems, Python programming, and building APIs. A good understanding of NLP, Computer Vision, and Speech Recognition technologies is crucial. Additionally, experience in content generation is an advantage. The API should be well-structured, easy to integrate, and efficient in processing inputs to generate the desired content. I'm looking forward to having a smooth and efficient API that delivers high-quality res...

I'm seeking private consultation that will bolster my existing advanced knowledge in C# and Python. As this is for personal use, I need to focus on escalating my skills to a professional level. While I didn't specify particular areas, I expect the consultation to cover a range of topics. Ideally, freelancers should have: - A profound understanding of C# and Python - A track record providing tutoring or professional development - The ability to explain complex topics in a simple, digestible manner - Excellent communication skills I look forward to learning from a seasoned expert in these fields. This will certainly be a great opportunity for meaningful, educational dialogue.

I'm in need of an experienced Python developer who can create a backtest for an existing strategy. Key Project Aspects: - Strong proficiency in Python is mandatory. - Familiarity with the following Python libraries: Pandas, NumPy, Matplotlib. - Experience in working with historical stock data. In this project, you will be using the Python programming language to develop a backtest for my trading strategy using historical stock data. The successful implementation of this brief requires a thorough understanding of the aforementioned Python libraries. Ideal Candidate: - The perfect candidate is a Python expert who has substantial hands-on experience with these libraries and backtesting strategies. - Experience with financial data analysis, p...

I'm an intermediate Python Flask user in need of help setting up my Flask app on AWS Elastic Beanstalk. Your assistance in providing a comprehensive deployment guide tailored to my needs is of utmost importance. Key deliverables: - Detailed setup guidance: I require a step-by-step guide on how to deploy my Flask app on AWS Elastic Beanstalk, ensuring it's user-friendly for an intermediate level Python Flask user like myself. - Technical support: While you won't be directly troubleshooting the app, I may require some clarifications or minor assistance during the setup process. Ideal candidate should possess: - Proficient knowledge of Python Flask and its deployment procedure on AWS Elastic Beanstalk. - Strong communication skills, as you'll be exp...

I am looking for a Python developer who can help me build a web application that integrates with AWS Lambda functions to access DynamoDB. The primary goal of this app is to streamline data access and processing. Key responsibilities will include: - Developing a secure, reliable web app with Python - Utilizing AWS Lambda functions for DynamoDB access - Ensuring efficient data handling and processing The ideal candidate should have: - Strong experience in Python web development - Proficiency with AWS services, especially Lambda and DynamoDB - A good understanding of data handling and processing - Prior experience with serverless architectures would be a plus. Your main focus will be on the backend, so front-end development is not required. If ...

...Deep Learning professional to help with a multifaceted project. The ideal candidate will be proficient in Python and should have a strong foundation in any programming language. Key Responsibilities: - Data preprocessing: You'll be expected to clean, organize, and augment the dataset for our deep learning models. - Model development: You'll design, implement, and optimize cutting-edge deep learning models. - Model training: Your role will also include training these models and fine-tuning them for optimal performance. The desired outcome of this project is a series of robust, high-performing models that can accurately and efficiently handle the tasks. Ideal Skills: - Proficiency in Python - Strong foundation in any programming language - Experience in data p...

I am in need of a proficient data analyst who can provide a comprehensive solution to our manufacturing workflow. The scope includes: - Developing an advanced order planning & costing mechanism specifically for our produc...this, the mechanism will then be utilized to create a management dashboard on PowerBI. Core KPIs to be highlighted on the dashboard include production efficiency, inventory turnover rate, cost per unit produced. In addition, it should also provide a detailed overview of sales and profitability. The perfect candidate for this project should boast significant experience in data analysis, Excel automation methods, as well as PowerBI or similar data visualization tools. A strong grasp of manufacturing unit workflows and costing mechanisms will be significantly...

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MoreLogin browser allows multiple other browser connections. Basically it spawns multiple browsers within a single dashboard. Do you know what a proxy is? So the idea is to use this browser and pipe it through a proxy server. This browser(MoreLogin) supports automation via Selenium. MoreLogin browser, it also has an API to dynamically create browser sessions. The idea would be to spawn browser sessions and automate the bot via Selenium and then pipe it via Proxy Server. And then we need to configure this MoreLogin Browser to pipe it through a proxy. That would be the first thing. Then the next step is to automate the bot "idea"

I'm loo...for Internet Explorer, to work with Microsoft Edge. Specific Requirements: - Your task will be adapting the existing program, which is around 100 lines long, to work with Microsoft Edge. - The program is currently able to automate navigation and clicks on web pages. You will need to ensure this functionality carries over to Edge seamlessly. Ideal Skills and Experience: - Proficiency in AutoIt programming language - Prior experience in adapting programs from Internet Explorer to other browsers - Strong understanding of web automation and navigation - Attention to detail to ensure the program runs smoothly without any glitches Please note: - I do not require any additional features beyond the current Internet Explorer version of the program. Looking...

I need a data science expert who has experience working with big...responsibilities will include data analysis, machine learning modeling, and data visualization. Specific tasks may include: - Analyzing large datasets to extract valuable insights - Developing and implementing machine learning models - Creating visual representations of data for easy interpretation While I haven't specified a programming language or software tool for this project, experience with Python, R, SPSS, Tableau or Java would be beneficial. The ideal freelancer will have a proven track record in handling big data and data science. If you are a data scientist with experience in large-scale data analysis, machine learning, and data visualization, I'd be interested in hearing from you. No teams ...

I have a form on my WordPress site, created with Elementor (on this page and on this page model) , that collects personal details such as names and emails. I require a system that automates the process of copying any data entered into my form into this designated Tally form (). The form fields on both platforms align, so it is crucial that data transfer follows the original form layout. This will facilitate better data management. Skills and Experience: - Proficiency in WordPress and Elementor - Knowledge of API integration - Prior experience with Tally forms is a plus - Attention to detail for accurate data transfer.

...confidentiality of our project details. We look forward to collaborating with a developer who is keen on completing and elevating an existing project to new levels of efficiency and user engagement. Your expertise will help us deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentimen...

I have a Python 3.x program that should convert Word documents into .wav files using the Google Cloud API for Text-to-Speech, but it's malfunctioning. So, I need an adept Python developer who will: - Troubleshoot the problem causing the break in function - Optimize the code to improve efficiency and performance Understanding Google Cloud API and experience with Text-to-Speech applications will be advantages. It's also essential you can work swiftly, minimizing the downtime of this tool. If you're a skilled troubleshooter with Python optimization know-how, this project is for you.