Tensorflow object detection api on google colabKazi
...expert who is Google Ads Certified and able to verify crucial business operations, particularly related to my advertising campaigns. The focus of this project is to ensure the complete and accurate functioning of my PPC campaigns. This involves the following key aspects: - **Business Operations Verification:** The ideal candidate will have a deep understanding of Google Ads and be able to perform a comprehensive verification of the business operations linked to my PPC campaigns. This includes ensuring that all tracking and conversion mechanisms are set up correctly and functioning optimally. - **Google Ads Certification:** It is crucial that the chosen freelancer is Google Ads Certified, as this certification signifies a high level of expertise and knowle...
Hindi Ai Voice Call needed for our customers in India. Vapi Platform alongside integration of Dialog Management API, DND API, User Authentication API and other API integration needs to be done. Please look at the file attached.
I'm in need of a Google search expert to help with keyword research and ad campaign management. Key Tasks: - Keyword Research: The primary goal of this research is to increase website traffic. The expert should be able to identify high-performing keywords for our industry. - Ad Campaign Management: The target audience for these campaigns are national customers. The expert should be able to set up and manage effective campaigns on Google. Ideal Skills and Experience: - Proven experience in keyword research and search engine optimization. - Track record of successful ad campaign management, particularly for national audiences. - Knowledge of Google's advertising platform and its functionalities. - Ability to analyze data and optimize campaigns for better per...
I'm in need of a skilled CodeIgniter developer to assist in fixing and potentially creating APIs. The project is expected to last ...Evaluate and address issues with existing APIs in CodeIgniter - Develop new APIs as necessary Ideal Candidate: - Proven experience working with CodeIgniter - Skilled in API development and troubleshooting - Proficient in identifying and solving technical issues - Strong communication and collaboration skills Please note that the specific APIs to be worked on and the systems they will be integrating with are yet to be defined. Your expertise in both API development and CodeIgniter will be crucial. My Budget - 1000 INR , I will share list of API in chat. Must be start work now and complete in 3 - 4 hrs maximum and there are...
*PLEASE READ THE GOOGLE DOCK BELOW CAREFULLY AND CONTACT US FIRST IF YOU HAVE QUESTIONS* Details of our current project STACK can be seen here -> PRIORITY IS TO HAVE A DEVELOPER ON OUR TEAM (LONG TERM) THAT CAN FOR NOW ALSO WORK WEEKENDS AS WE HAVE SEVERAL EMERGENCIES TO FINISH URGENTLY. We will start with 5-10 small task in and then go to some smaller .NET tasks all with 1 day sprints for you to become familiar with the software and then our main goal will be to integrate another B2B API for our MVNO. Initially we need part of the hours to be worked in the first weeks from 8:00PM- 2:00am UTC -3 (Brazil Time) later you can work on your time zone. If you are awarded the task we expect you to accept IMMEDIATELY and if the project is not accepted immedi...
I'm seeking a developer who can help me resolve an issue that the google pay button doesn't appear when the allowed auth method is CRYPTOGRAM_3DS. Thank you,
I'm seeking a developer who can help me resolve an issue that the google pay button doesn't appear when the allowed auth method is CRYPTOGRAM_3DS. Thank you,
...predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and meet the project's goals Looking forward to working with a skilled professional who can deliver on my investment analysis needs. I am looking for the data science projects which is related to stock market ,brain tumour detec...
...proficient with , to manage two key aspects of a project. Key Responsibilities: - **Database Design and Implementation**: Your primary task will be to design and implement a database system. I prefer PostgreSQL, so experience with this DBMS is a must. - **API Development and Integration**: The project requires a complex API development and integration task. You should be comfortable dealing with multiple endpoints and third-party integrations. Ideal Candidate: - Proficient in Backend Node.js development with a focus on - Prior experience in designing and implementing PostgreSQL databases - Proven expertise in developing complex APIs with multiple endpoints and third-party integrations - Strong problem-solving skills and attention to detail - Excellent communic...
I find myself in need of a skilled freelancer to restore my suspended Google Business account. My account was suspended due to exceeding the storage limit, and I have been unable to fix this issue myself. The professional perfect for this job should excel in: - Google Business account restoration - Dealing with suspension issues, specifically exceeding storage limit - Providing tips and guidelines on how to avoid future suspensions due to storage issues The task includes confirming the suspension reason, working towards resolving it, and ensuring resumption of the account. Knowledge on dealing with Google's support system would be highly advantageous. Looking forward to working with you.
I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, ...automated tasks. The upgrades will involve: - Analysing and understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can improve our script's efficiency and reliability throu...
...seeking a skilled AI and Machine Learning Engineer and Software Developer to develop and train machine learning models for chatbot functionalities, integrate AI components, and implement NLP techniques. Additionally, I'm looking for a talented Software Developer proficient in Python, Java, JavaScript, and C#, who has experience in chatbot development, both Front-End and Back-End Development, and API Integration. Ideal Skills: - Proficiency in Python, Java, JavaScript, and C# - Experience in Front-End and Back-End Development - Familiarity with Dialogflow and Microsoft Bot Framework - Strong knowledge in AI, Machine Learning, and NLP - Previous experience in chatbot development Roles and Responsibilities: - Develop and train machine learning models for chatbot fun...
I need an experienced developer to fix current issues with my ansible code. Facing two primary challenges: 1. Connectivity issues: My ansible code fails to establish a steady connection during its runtime. 2. CMDB Retrieval Issue: There's a problem retrieving data from the Configuration Management Database (CMDB). The data is being accessed directly from the CMDB rather than through any API. Ideal Skills - In-depth understanding of ansible code - Experience with CMDB - Knowledge in data retrieval procedures Please note there are no specific authentication or permissions involved. All the data access is being done using direct file access. Your task would be to streamline this process and solve the prevailing issues.
Need an web hosting an expert to update my DNS settings. This is essential to ensure a smooth and seamless transfer. Ideal Skills and Experience: - Proficiency in DNS settings and configuration - Experience with migrating websites between hosting providers - Expertise in Google Workspace, particularly in setting up domain emails - Good communication skills to keep me updated on the progress and potential issues.
...task. Your primary task is to develop a model that can understand the empathy patterns in English text. I'll provide you with the data. Key Requirements: - Proficient in PyTorch and machine learning - Experience in natural language processing - Understands the nuances of empathy detection in text data - Previous projects involving empathy learning in English text would be a plus. Deliverables: - A well-structured PyTorch model that can accurately understand the empathy in English text - Detailed documentation on the model, its architecture, and usage This project requires someone who's not only technically skilled but also understands the context and subtleties of in English text. If you have a proven track record in similar projects and can deliver quality ...
...precision is crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model training. I'm looking for a professional who can help me with this project, providing training, testing, and optimization for the AI model to ensure it meets the required standards. If you have the right skill...
...and silver for registered users. Your main tasks will include: - Integrating the features of user registration and the functionalities of buying and selling. - Implementing the Supplier API, indeed one of the fundamental features. - Embedding methods for users to make payments either via credit/debit cards or bank transfers. The real gold and silver will be represented by tokens allowing for fractional purchases and sales. Knowledge of blockchain technology will be very helpful as transactions will be recorded on a blockchain. Skills that would be beneficial for this project include proficiency with API integration, an understanding of secure payment processing, and experience in creating user-friendly interfaces. Ideally, you should have experience in handli...
I'm in the process of launching a new enterprise, a website dedicated solely to football video highlights. The aim of this platform is to attract viewers and generate ad revenue. Requirements: - **Video Highlights:** I prefer to source the video highlights from an existing API, such as the one from This provides a vast selection of football action to draw in viewers. - **User Interface & Experience:** The website should be intuitively designed and easy to navigate. Users should be able to easily locate, access, and view their desired highlights. - **Revenue Generation:** The website should be optimized for ad placements. The goal is to maximize revenue from viewership through strategic ad positioning and formats. - **Scalability:** As a new enterprise, the site should
I'm in need of a Big Commerce developer to work on my website. I am looking for the following: - Customizable templates: I need to be able to make minor tweaks to existing templates. - Custom API integrations: Specifically, I need to integrate Payment and CRM APIs. The ideal candidate for this project will have experience in Big Commerce development and customization, as well as expertise in integrating API's, particularly Payment and CRM services. A good understanding of e-commerce best practices is also essential. Kindly provide examples of similar projects you've worked on. Long term project but low price. If you agree it, please bid!!!
As a service-based business owner, I am seeking assistance from an expert digital marketer or agency to improve our Google reviews to reach 500 reviews. Until now, we have been prompting our customers via follow-up emails. However, we would like to explore and implement more effective, innovative methods of encouraging our customers to leave reviews. Primed candidates should: - Have previous experience in increasing online reviews, particularly on Google, for service-oriented businesses. - Be adept in developing creative strategies for customer engagement. - Have excellent knowledge of email marketing and other possibly more effective methods. - Have the capacity to provide sustainable solutions: the goal here is to see a consistent growth in the number of high-rated...
Preciso de uma pessoa que faça a instalação e configuração de uma instância do Izing (Preferência pelo PRO com SaaS) ou Whaticket em uma VPS. O profissional deve possuir a expertise necessária para assegurar que não exista nenhu...Whaticket em uma VPS. O profissional deve possuir a expertise necessária para assegurar que não exista nenhum backdoor ou script malicioso no pacote usado para instalação. O pacote de instalação é de responsabilidade do profissional. Preciso das seguintes funcionalidades: • Suporte a API Wpp não oficial; • Chat multiusuário; • Transcrição de áudio • Configuração de chatbot com di...
I've recently set up a Twitter Developer Account but facing challenges when it comes to implementing the Twitter API into my project. I am in need of step-by-step guidance on how to properly set up the process. Key Points: - My main issue lies in the actual implementation of the API into my project I'm looking for a freelancer who can help me navigate through the Twitter Developer Account process. This includes: - Detailed guidance on the process of setting up the Twitter Developer Account - Step-by-step instructions on implementing the Twitter API into a project You should have: - Proficiency in Twitter Developer Account setup - Strong understanding of Twitter API best practices - Excellent communication skills to walk me throu...
I'm looking for a skilled developer who can create a high-quality Android or iOS app that will compete effectively against our rivals like OLX, KIJIJI, and others. Your primary focus will be on the user experience and advanced functionalities that can make our app stand out in the market. Key Features: - User Registration and Login: Secure and efficient onboarding process. - Advanced Search Functionality: A powerful and intuitive search that helps users find what they're looking for quickly. - Messaging and Communication Features: Seamless communication between users, ensuring a positive and engaging experience. Design: - A modern and minimalist design that appeals to our target audience. - A professional and corporate look that also reflects our brand identity. Integra...
...Evaluation: Analyze and document the performance of various processes of the factories product. - Compliance with Standards: Evaluate and report on the compliance of processes with established standards if applicable. - Detection of Defects: Detect and describe any defects encountered during the inspection. - Process Failure Theory: Include a section on the potential reasons for any detected defects or non-compliance issues that may arise during the factory line process. - Physical Inspection: Systematically report on physical inspection findings. - Comparison Chart: Develop a easy to look at comparison chart with interchangeable headings, mainly focused on dimensions of a product. eg, stainless steel square 1: length:15mm Width:3mm height:30mm. eg2, s...
I'm in need of a single screen Android application. The primary function of the app is for users to log in using their Facebook acco...primary function of the app is for users to log in using their Facebook account. Upon successful authentication, the app should display the user's email address. Key requirements: - Single screen Android application - Facebook / Instagram / Google login integration - Display user's email address post-login Ideal freelancer for this project: - Proficient in Android development, particularly single screen applications - Experience with social media login integrations, specifically Facebook / IG / Google - Familiar with presenting user-specific information on Android applications - Excellent communication skills to clarif...
...website at to a new Google Sites webpage. Your main tasks will be: - Transferring all the website content, being the following pages: Homepage, Why Adjudication, Why AANZ?, The process, Articles, Forms (no need to move the links to the Dropbox forms though - I will upload fresh versions myself), Costs, Our Members, CCA 2002, Contact Us. - Replicating the design of the previous site as much as possible. However, given the differences between Webflow and Google Sites, some design changes may be necessary and can be made at your discretion. - Keeping the color scheme, photographs, typography and layout of sections consistent with the original site. Ideal candidates will have experience with both Webflow and Google Sites and a strong understanding of effective web
I need to create alternating colors for rows 19 to 28 and specifically for cells F29, F30, F31, and F32 using fill colors #F2F2F2 which is light gray and #F2F2F2 which is white. There will be a lot of hiding and unhiding of rows for this range and I need a solution that always displays alternating colors despite frequent hiding and unhiding of rows. Can anyone help me with setting up a conditional formatting rule that automatically alternates the row colors, regardless of row insertion, deletion, or hiding? https://docs.google.com/spreadsheets/d/1SwqtiYIrZdO8p6YOxKsOx5MTgE3qQwAajTKIImYWHmE/edit#gid=1503373653
Tenho site / blog com Post's em WordPress e preciso aprovar ele no google Adsense para monetizar-lo Conseguindo concluir o trabalho tenho outros sites para fazer o mesmo trabalho
I need a uniquely developed tool for managing my Google reviews. The primary feature of this tool should be automating responses and providing analytics to monitor trends. It should also be able to alert me in real-time to any negative reviews. Key Features - Automated Responses: The tool should be capable of setting automated responses depending on the review sentiment. - Trend Analytics: It's important to be able to track review trends to gauge consumer satisfaction and adjust business strategies. - Negative Review Alerts: Immediate alerts on negative reviews for prompt response and reputation management. Ideal freelancers for this job should have experience in software development and familiarity with Google Review systems. Expertise in review monit...
Hi Roman, If you remember, last year you did a project for me to show the list of participants of an event to me. I want to improve on that code and add some functionality and features to it. Would you be available? We can chat about the details, but basically, this is what I want: I have an Excel file with different sheets. For example, Founders, Advisors, Announcements, and Media. I want a code similar to the previous code (of course, more complicated) to read this Excel file and show the content of each sheet in a different format (as the amount of type of information is different). I will share an example of the Excel file with you. Are you available?
...Creating dependencies between tasks: It should be possible to create task dependencies. - Showing progress of tasks: The tool needs to visualize the progress of tasks in a clear and intuitive way. - Generating reports: The tool should be able to generate reports based on the data input. Customization: - I'm looking for a tool with advanced customization options. This includes the ability to add custom fields, create templates, and tailor the tool to the specific needs of my team and projects. - Custom API to for tasks to add through API Ideal skills and experience: - Proficient in front-end and back-end development - Experience in creating project management tools - Familiarity with drag and drop functionality - Prior experience with kanban boards and gantt c...
I'm looking for a detailed guide on how to get tweets using the RTweet library in R. Key points include: - Explaining the setup process of the Twitter Developer Account since I'm facing issues with access - A detailed, step-by-step guide on how to leverage the RTweet library for tweet lookup and analysis - Troubleshooting guidance for known issues Ideal skills: - Proficient in R programming language - Strong understanding of the RTweet library - Experience with Twitter Developer account setup - Ability to explain complex concepts in a simple manner - Troubleshooting experience with the Twitter API
...questionnaire, based on 0. Home page where user is prompted to START. UI should be clean and feel open and creative. Shouldn't be much on the home page. Should be an area/page to show some instructions of the app. 1. Before the questionnaire there are some options to choose, e.g. language, version of Bible, sections of the Bible i.e. Pentateuch / History Books / Writings / Prophets / Old Testament / New Testament. The user doesn't have to choose these each time, just the first time, to be saved in browser. If they want to modify it in the subsequent questionnaires they take, they are able to do so as an option. 2. Then there is a simple 10 question questionnaire. All using API logic. For each question, a random (use a true randomiser) verse is selected...
Drawing SFD BMD Cross-section end analysis midsection analysis L/4 partial analysis Shear design Hook anchorage length analysis Content must be included. This must be presented, so please carefully write an explanation in English next to each expression. In other words, make it like Sample, but the structure I'm looking for is exactly what Sample 2 analyzes. However, my object of analysis here is a slightly different length of beam, so I need to write an expression to reflect the difference. 1. write an expression to reflect the difference in the length of the beams, using the sample as a guide 2. write an explanation in English next to each equation. (I need to explain this in front of many people, not just after I solve it, so please write an explanation or interpretation ...
I'm seeking a skilled SEO professional who specialises in on-page SEO to improve my website's performance. The primary focus of your role will be on keyword research and analysis, title tag optimization, and meta description optimization. As the website is catering to a B2B audience, having experience in this domain will be advantageous. Ideal Skills and Experience: - Demonstrated expertise in on-page SEO - Deep knowledge of keyword research and analysis - Ability to optimize title tags and meta descriptions - Proven experience in enhancing B2B digital presence Although the key objectives haven't been specified, you should have a clear understanding of how on-page SEO can assist in raising organic search rankings, web traffic, and conversion rat...
I'm looking for a skilled developer who can create a custom API for Instagram. Key Requirements: - **Data Access**: I aim to gather all public data from Instagram users, including their feed, stories, highlights, and posts. - **Authentication**: I'd like to authenticate users using an API key for accessing their data. Ideal Skills and Experience: - Proficient in API development and integration. - Familiar with Instagram's API policies and practices. - Knowledge on how to work with user data, such as profiles, media content, stories, and highlights. - Prior experience in similar projects would be a great advantage. Will using on site like this The goal of this project is to access and organize Instagram data in a specific way, ...
I'm in need of a skilled professional who's proficient in working with the Turvo TMS Rest API for a project that involves its integration. The main goal of this project is to leverage the capabilities of the Turvo TMS Rest API to streamline and enhance our shipping processes. Key responsibilities of this role will include: - Working on the setup and authentication of the API - Handling data retrieval and manipulation - Implementing effective error handling and debugging mechanisms If you've got proven experience with the Turvo TMS Rest API and are confident in your ability to help us automate our shipping processes effectively, I'd love to hear from you.
...WooCommerce developer with expertise in PHP and shipping API integration to help me implement a shipment tracking feature for my online store. Ideal skills and experience would include: - Strong proficiency in PHP and WooCommerce - Extensive experience in integrating shipment tracking APIs - Familiarity with Royal Mail / ParcelForce shipping services - Good understanding of customer satisfaction strategies in an e-commerce setting Key responsibilities include: - Integrating the shipment tracking feature into my WooCommerce site - Ensuring the feature is seamless, user-friendly, and integrates well with the existing site - Making sure that the tracking feature is reliable and accurately reflects the status of the shipments - Offering suggestions on how to maximize custom...
I'm looking for an expert in SCARA robot manipulation to construct an assembly line. - Robot Task: The SCARA robot will need to accurately perform insertion and dispensing tasks. - Object Specifications: The robot will be working with small objects weighing less than 1 kg. Ideal skills for this project include: - Extensive experience in robotic assembly, specifically using SCARA robots. - Strong understanding of manufacturing processes and assembly line automation. - Expertise in robot programming for precise, small-scale tasks.
I'm in need of an experienced web app developer to create a Food Finder application. This app aims to help users discover nearby food spots and make informed decisions based on peer reviews. Key Features: - Location-Based Search: The app should enable users to search for food options based on their current location or a specified area. The system should provide accurate results and filter distant options. - User Reviews and Ratings: Users should be able to rate and review the restaurants they've visited. The overall rating and individual reviews should be openly accessible to other users. Compatibility: The app should be optimized for web browsers to ensure universal access. Ideal Skills: - Proficient in web app development - Experience in creating location-base...
I'm looking...looking for a Python developer to help me set up a VONAGE API to send SMS messages. Key Project Details: - The main functionality I need is to set up the ability to send SMS messages. - The application should be efficient, reliable, and easy to use. - I'm not yet sure if I need two-way communication or if the application will need to support sending messages to multiple countries. Skills and Experience: - Strong experience working with VONAGE API is a must. - Proficiency in Python, with a focus on SMS messaging. - Ability to create a reliable and user-friendly application. - Familiarity with creating two-way communication systems and international messaging support would be an advantage. If you're a Python developer with VONAGE API...
I just need one task to be done I'm in need of a PHP Developer for a new project. The parameters and required skills are f...WordPress were the options given, these indications were not selected, thus creating an open space for any skilled PHP professional to apply. - Experience in both website and web application development. There's an opportunity to work on several PHP development projects, potentially ranging from website building, application creation, to API integrations. - An impressive design eye. I've left the space open for any design style you're confident with - be it minimalistic, bold and colourful, or clean and professional. In summary, if you're a PHP developer keen to work on a myriad of projects, this job is perfect for you....
In search of a skilled WordPress expert to integrate social app logins into my existing website. This includes creating the necessary Facebook, Google, and Twitter apps, and then integrating the keys into WordPress to enable social login functionality. What I'm Looking For: Expertise in WordPress development and feature integration Ability to create Facebook, Google, and Twitter apps Integration of app keys into WordPress for social login activation. You will need to create the developer account and API for Google, Facebook and Twitter.
...Improve our app (Domain Typosquatting) Improve our project (Darknet Monitoring) Create an app "hackerview" for passive attack surfave enumeration Create an app for detecting spoofed social media profiles Create an app to scrape ransomware threat actor website and maitain stats about those sites Improve an existing app to monitor paste sites Mininmal Tech Experience: MERN, REST API (JWT), Django, Python, Github, CI/CD, Celery, Redis, Linux, Postgress, Kubernetes, Docker, Nginx, JS, HTML5, Protocols (DNS, SMTP, SSL, HTTP..).Detailed app specifications will be shared at a later stage. |---------------------------------------------------------------------------------------------| | --> No agencies. AI generated answers will be ignored <---| |----------------------...
...seeking a professional with experience in resolving Google Play account suspensions due to content policy violations. Key Project Details: - My account was suspended due to multiple violation of the content policy. - I have already reached out to Google for support. - I have received some documentation from Google regarding the violation and steps for reinstatement, but it's quite limited. Your Role: - Your primary role will be to guide me through the reinstatement process with Google, ensuring that all necessary steps are taken. - It's important that you have a clear understanding of the Google Play content policy and a track record of successfully reinstating suspended accounts. Ideal Skills and Experience: - Proven experience in handl...
I'm looking for an experienced developer to integrate a payment plan feature to my website. Currently, I accept credit card and PayPal payments through PayPal gateway. The website is running on Shift4Shop. Key Requirements: - Implement a payment plan feature on the website that allows customers to choose 2 or 3 payment installments. - Ensure the payment plan is processed smoothly and securely, utilizing the existing PayPal payment gateway. The ideal freelancer for this project should have: - Proven experience in integrating payment plan features on e-commerce websites. - Proficiency in working with Shift4Shop and the PayPal payment gateway. - Strong understanding of e-commerce user experience and security considerations.
I need a data studio expert to create a comprehensive report for my Google Ads and meta data. The report should focus on: - Click-through rate - Conversion rate - Cost per click - Conversions per key word The report should cover the last 30 days. I prefer a report that represents data in tables and numbers rather than through charts and graphs. Skills required: - Proficiency in Google Data Studio - Strong understanding of Google Ads and meta data - Ability to work with large data sets and visualize information effectively in tables and numbers - Strong analytical skills to draw insights from the data presented
My Shopify store with less than 100 products is experiencing an unidentified issue on Google Merchant Center. I am seeking an experienced freelancer to: -Diagnose the specific problem Misrepresentation -Provide effective, lasting solutions to get my account back on track, -Ensure my products comply with Google Merchant Center's policies, -Resolve future product disapprovals, data feed errors and prevent account suspension, -Optionally help me understand how to prevent similar issues in the future. Ideal candidates will have proven experience in troubleshooting Google Merchant Center issues, particularly for Shopify stores, and a data-driven approach to solving ecommerce problems.
I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.
