Python django web mobile application jobs
I'm looking for a Python expert to help me set up a pipe network simulation and analyze the pressure data for detecting potential water leaks. The primary goal of this project is to simulate a water pipe network and subsequently identify potential leaks using pressure drop analysis. The simulation should be able to model the flow and pressure properties of a complex network of pipes. Key tasks: - Setting up the pipe network simulation using Python - Conducting pressure drop analysis for leak detection - Providing an intermediate level of detail in the analysis report - this should include the locations and estimated sizes of the potential leaks Ideal candidates for this project should have: - Proven experience in Python programming - Understanding of hydrauli...
I need a proficient Python expert to scrape recipes from a designated website to an Excel sheet. The project needs to be completed as soon as possible. You can use this open-source working scraper Key requirements: - Scraping recipe information (name, ingredients, cooking instructions, nutrition facts) from a specific website. - Outputting the scraped data in a well-organized Excel sheet. Ideal skills for this project include: - Proficiency in Python for web scraping. - Familiarity with scraping data from websites. - Excellent organizational and data management skills for outputting the data in Excel. If you can deliver this quickly and efficiently, please feel free to bid.
I am looking for a skilled professional who can design an emulator for Windows platform. This emulator should primarily support the programming language Python, and should be able to cater to users who wish to use Python for completing assignments. Key requirements: - Platform: Windows - Main functionality: Assignment completion tool - Supported programming language: Python Ideal Skills and Experience: - Strong proficiency in software development, particularly in designing emulators - Proficiency in Python programming language - Experience working with Windows platform - Previous experience in developing educational tools or software is a plus
...Office Rentals. We are seeking a qualified mobile app developer to create a cross-platform mobile application for both Android and iOS. Our current staging site is located at: Desktop: PWA: For the design of our Progressive Web App, we used the OpenTable application as the inspiration. Similar applications that have the same functionality as our sites are: Airbnb Zillow Our application currently has approximately 20 screens and includes payment processing through our own custom gateway. QUALIFICATIONS Minimum 4 Years experience with Mobile App development, with at 2 years of experience with Flutter framework Provide at least THREE (3) live and working Mobile Apps that you have developed using Flutter
I’m seeking a full stack web developer with proficiency in HTML, CSS, JavaScript, Python, Ruby, PHP, Node.js, and React to create a comprehensive hotel booking website. The primary aim of this project is to offer a user-friendly and efficient space for users to book hotels while enjoying a smooth and seamless experience. Features desired include: - Search functionality to enable effortless hotel discovery - Booking management to track and manage users' bookings - Incorporation of customer reviews to enhance customer confidence and choices - Integration of online payment solutions for smooth financial transactions - A Room availability calendar for easy checking of room availability - Multi-language support to cater to a global audience - A chat bot for 24/...
I'm uncertain whether my Windows system already has Python installed. I require assistance to get it up on my system, if it isn't already there. Primarily, I am looking for someone to help configure a Python script that will carry out automatic reservations on a specific website. This role will ideally suite someone with: - Proficiency in Python scripting - Strong understanding of automation using Python - Experience in setting up Python on the Windows platform - Knowledge of web interaction through code, in particular, reservation processes. here is the link to the script and its dependencies. I will need to work with you on zoom live to do this. I have node.js on windows
I'm looking for a seasoned full stack developer with expertise in Flutter, React JS, and Node JS to build a comprehensive web application. The project will include, but not limited to: - Building a User authentication system - Implementing real-time notifications - Integrating data visualization tool The ideal candidate will have a proven track record of developing complex web applications. Familiarity with Firebase and Google Cloud is also a plus. Through this project, we aim to create a responsive, efficient and user-friendly platform. Your role will be crucial in achieving this goal. Please provide examples of web applications you have built previously that applied these skills, especially with real-time notifications and data visualization. I look for...
...Sagemaker Machine Learning models. Key Requirements: - **AWS Services**: Your primary focus will be on utilizing Amazon S3 and Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - Familiarity with designing architectures for batch predictions and model training/retraining. - Strong understanding of DevOps principles and AWS best practices...
I'm on the lookout for skilled blockchain backend developers with proficiency in Python, JavaScript, and Solidity. Your understanding of Ethereum and experience in blockchain will prove to be incredibly valuable. The key features I need you to support in the blockchain backend are smart contracts and the development of decentralized applications (DApps). Ideal Skills and Experience: - Proficient in Python, JavaScript, and Solidity - Experience with Ethereum - Prior work in blockchain development - Knowledge of smart contracts - Proven experience in DApp development Your ability to deliver efficient and secure blockchain backend solutions, that facilitate the execution of smart contracts and the development of DApps, will be crucial for the success of this project.
Assist in writing answers for 3 questionnaires for Grant application criteria for an Allied Health Company demonstrating the company's setup All answers for the criteria's are to be written within 750 word limits each. Assessment Criterion 1: Service delivery [750 word limit] Describe how your organisation will deliver the services in the identified ACPRs in the application. Assessment Criterion 2: Stakeholder Engagement [750 word limit] Describe how your organisation will cultivate or expand links with other service organisations, infrastructure and resources, including the Regional Assessment Services (RAS) and other relevant specialist services e.g. dementia supports. Assessment Criterion 3: Efficient and Effective Use of Grant Funds [750 word limit]
I need to convert my Wordpress website into mobile apps for both iphone and android. I require the converted apps to have push notifications features. Key Requirements: - Convert my Wordpress website to both iPhone and Android apps. - Implement push notifications feature for the mobile apps. Ideal Skills: - Proficiency in converting websites to mobile apps. - Experience in adding push notifications to mobile apps. - Familiarity with both iOS and Android app submission process.
I'm seeking an experienced .NET programmer to add a new feature to my existing application. Specifically, I need a modification to bypass member search by using a querystring. The page concerned is this:- We wish to have a direct url that replaces the process of searching for a member (eg member no 161068) and arrives at page two directly. For example, entering 161068 in the search box and selecting Checkedandvetted then pressing 'review this company' moves the user to page 2- review your experience. This is what we want to achieve with a single url. This is so that we can provide a url like that will do the same as the previous steps. Ideal skills for this job will include: - Strong knowledge
Hi, I am a python programmer and I am trying to learn how to code with the OpenHoldem framework, but since I have very little knowledge of C++, I feel a bit overwhelmed by the huge documentation, for this reason I am searching for someone with experience with OpenHoldem, and who already knows how to play poker to be able to understand what I want my bot to do, and transcribe it in code. I already have a warbot profile so I do not need a full poker bot from scratch. Details: - the bot is going to play spin (3 players) on a poker skin already available in the warbot list - it needs to adapt based on the opponents (I will provide with a list of players against whom it has to change some choices in game) -it needs to base its choices on a few specific decisional processes that I will ...
I'm in need of a proficient developer with very specific skills for an exciting project. This project involves creating a poster maker for mobile platforms and should contain features like customizable templates and image importing. Key features and requirements of this project include: - Mobile platform compatibility: The poster maker should be intended for use on mobile platforms. - Feature implementation: It should possess two main features, 1. Ability to utilize customizable templates, and 2. Capability to import images. - Supported image formats: Importing of JPEG and PNG formats should be seamlessly facilitated. Ideal Skills: Expertise in mobile app development is required, with a profound understanding of integrating the required features aforemen...
I'm looking for a skilled software developer to create a Windows application that focuses on generating data reports from a SQL database. Key Requirements: - The application must be compatible with the Windows platform - The main functionality of the application should be the generation of data reports. - The reports should be sourced from SQL database. Ideal Skills and Experience: - Proficiency in Windows application development - Strong knowledge and experience with SQL database and report generation - Previous experience with data reporting software would be a plus.
I'm looking for an expert in digital marketing. Your role will be focusing heavily on converting leads to purchases and optimizing landing pages for enhanced User Experience (UX). Our mobile pages should be optimised to REDUCE BOUNCE and RETAIN CUSTOMERS. Key Responsibilities: - Develop highly effective digital marketing strategies - Lead generation and conversion through Google Ads - Optimizing landing pages for UX Ideal Candidate: - Proven experience in the above. Send examples of Landing Pages that you have designed. Your expertise with our target audience will be crucial for our campaign success. Let's convert leads into sales together!
I need the header on my WordPress site to be adjusted in its mobile version. The full header requires resizing. Key Responsibilities: - Resize the full header in the mobile version Ideal Skills and Experience: - Proficiency in WordPress development - Experience with responsive design, especially mobile optimization - Strong understanding of CSS and possibly JavaScript for more complex adjustments In your application, please provide a detailed proposal on how you plan to approach and execute this task. Past work examples of similar mobile optimization projects will be highly considered.
I am looking for patent lawyer or licensed patent agent to help my Canada patent application: Application claims have Indefiniteness, Lack of Clarity, not comply with section 60 of the Patent Rules. If you can help, please submit your profiles, Thank you.
I...for a mobile app developer to create a rideshare app that will be available on both iOS and Android platforms. Although I have a rough idea for the app design, I am open to suggestions from the developer. The most important feature that I want to include in the app is GPS tracking to ensure accurate location tracking for both drivers and passengers. Other features such as in-app payments and ratings and reviews are also important to provide a seamless and reliable user experience. Ideal skills and experience for the job include: - Proficiency in mobile app development for both iOS and Android platforms - Experience in implementing GPS tracking functionality in mobile apps - Knowledge of in-app payment integration - Familiarity with implementing ratings and reviews...
I'm looking for a skilled mobile app developer to work on a comprehensive mobile wallet application. This project will involve: - Design customization: I need distinct color scheme, font style, and layout tweaks to give the app a unique look and feel. - Server setup: I require load balancing, security protocols, and scalability options to ensure the app's performance and security. - Feature enhancements: The app should include payment integration, transaction history, and promotions/discounts features. - UI/UX improvements: I need assistance in redesigning the user interface to ensure a seamless, intuitive user experience. Ideal candidate for this project should have: - Proven experience in mobile app development, particularly with wallet application...
I own a vacant property and have basic sketches of it. I'm looking for a planning agent who is a member of RTPI to apply for full plan permission. The main changes I want to make are: - Change the unit from Use Class E to residential (C3) - Use a summer house for acupuncture, massage, and herbal treatments (Sui Generis) The right professional for this role should have experience and expertise in the following: - Knowledge of UK planning regulations - Proven track record of successful planning applications - Experience liaising with local planning authorities - Excellent communication skills to keep me updated throughout the process I'm open to suggestions and advice, but the goal is to secure the necessary permissions for these changes in a timely manner.
I'm in need of a skilled UI/UX designer who can use Figma to r...that I like, which I'd like you to incorporate into the design. I have a few specific layouts in mind that I'd like you to integrate into the new design. I will provide those examples of other apps and drawings to you. I will also give you access to the current assets we have for our mobile and desktop app now in Figma. The ideal candidate for this project would have: - Expertise in UI/UX design for both iOS and Android - Proficiency in Figma - A portfolio showcasing sleek, clean, and intuitive mobile app designs - Experience in advanced app design would be a plus I'd love to see how you can turn my vision into a visually appealing and user-friendly reality. I believe I need 9 screens ...
I need a Python expert with an ability to cover various functionalities as per the need. The project might involve data analysis, web scraping, automation, or could be anything else as per the project requirements. The ideal candidate should have: - Expertise in Python programming and its different libraries. - Experience with data analysis, web scraping, automation. - Strong problem-solving skills. While applying, please share: - Your past work related to Python programming. - Your Python programming experience level. - Detailed proposal of how you can assist in this project.
...Splitting: The freelancer will develop a Python script to split the large Excel sheet into smaller sheets based on schools. Each smaller sheet should contain data for students from a single school. WhatsApp Integration: The freelancer will integrate Twilio's WhatsApp API into the script to send the smaller Excel sheets to the WhatsApp numbers of school coordinators. Each coordinator's WhatsApp number is provided in the Excel sheet. Error Handling: The script should include error handling mechanisms to manage any potential issues during data parsing, splitting, and WhatsApp message sending. Documentation: The freelancer will provide documentation detailing how to run the script, including any necessary configurations and dependencies. Deliverables: Python script ...
I'm seeking a Customer implementation go-live implementation manager Need a very strong customer focused project manager skills Work with the business and customer teams managing multiple streams of work for a project implementation go-live Gap analysis on application deployment V implementation deployment Highly pressured deadline, with lots of client focus
Job Description: We are seeking a skilled Freelance Full Stack Developer with experience in AI technologies, web development, and data processing to build an automated pipeline for creating AI images. The successful candidate will be responsible for developing a complete solution that includes trend analysis, automated prompt generation, integration with image generation APIs (such as DALL-E, Stable diffusion and MidJourney), backend infrastructure setup, and frontend design. Responsibilities: Trend Analysis: Implement a system to analyze and extract trends from Google searches stored in an Excel file. Prompt Generation: Develop an automated system to convert trend data into creative prompts suitable for image generation APIs. API Integration: Connect with external APIs like DALL-...
I'm in need of a talented individual who can help to give our MEAN stack application a comprehensive update. The main areas that require attention are the frontend, backend, and database. Frontend: - The scope of the frontend updates includes adding new features and enhancing the application's performance. Prior experience in user interface redesign will be an added advantage. Backend: - The primary task on the backend is to handle the implementation of new APIs. This requires a solid understanding of backend systems, particularly within the MEAN stack. Database: - While the frontend and backend are important, the database is equally crucial. Any expertise in optimizing database queries is a valuable skill I'm looking for. The ideal freelancer for this project sho...
I'm in immediate need of a Python Django developer. Even though the specific tasks were not outlined, experience in database management, user authentication, and API integration would be advantageous. Whether you have front-end development experience is not crucial, but it could be a plus. The purpose of the Django project has not been specified, but skills that cater to building a website, creating web applications, or backend development for an existing project could be beneficial. Please detail your previous experience, as it is the deciding factor for this job.
I'm in need of a skilled mobile app designer who can assist in enhancing the features and look of my existing app. Key Requirements: - The design modifications primarily focus on UI improvements and functionality enhancements. - For the user interface, I'm looking to make changes to the color scheme, font styles, and the overall layout. - In terms of functionality, there are a few particular areas that need work: - Integration of push notifications to keep users engaged and informed. - Integration of social media, to enhance user experience and engagement. - Enhancing user authentication to ensure robust security measures. Ideal Skills and Experience: - Proven experience in mobile app design, with a strong portfolio of UI/UX work. - Proficient in de...
As a Python Developer with less than a year of experience, I've been actively involved in web development and data analysis. I have particularly worked with Django and Pandas frameworks. I'm now seeking new opportunities where I can further develop my skills, work with experienced professionals, and make meaningful contributions to projects, especially in the web development and data analysis space. Ideal candidates for this project should: - Have a good understanding of Python and its frameworks (Django, Pandas) - Be able to provide guidance and mentorship for a less experienced developer - Have previous experience in web development and data analysis - Be supportive and open to new ideas and approaches
I'm in need of a creative and professional logo design for my mobile detailing business, "Precision Pros Mobile Detailing". I'm looking for a skilled designer who can capture the essence of my business and represent it through a high-quality logo. Key Details: - Business Name: Precision Pro Mobile Detailing - Preferred Color Scheme: Blue and Silver (any other if looks good) - Desired Elements: Car Silhouette and Water Droplets Ideal Skills and Experience: - Proficient in graphic design and logo creation - Experience in creating professional and eye-catching logos - Understanding of color psychology and its application in branding - Ability to incorporate multiple elements seamlessly - Strong communication skills to understand and implement ...
As we're in the development stage of building a decentralized application, I'm looking for a skilled Solana developer to join the project. The main focus of the project is on building a decentralized application. Therefore, the ideal candidate should have experience with smart contract development and blockchain integration. Skills and experience required: - Proven experience in smart contract development and blockchain integration - Strong knowledge of Solana and Rust programming - Experience in deploying decentralized applications The ideal developer will be able to work closely with our team to bring our decentralized application project into reality. The project is already in its development phase, so we are searching for an expert who can hit the gr...
We are looking for a freelancer with strong web scraping experience for an exciting and challenging project. We need to gather specific data from multiple online sources and transform it into useful, structured information for analysis. Responsibilities: Utilize web scraping techniques to extract data from selected websites. Automate the extraction process to ensure accuracy and efficiency. Clean and structure the collected data into readable and usable formats. Integrate the extracted data into a database or spreadsheet as needed. Collaborate with our team to understand specific requirements and ensure the quality of the obtained data. Requirements: Demonstrable experience in web scraping using tools like Python (Beautiful Soup, Scrapy), Selenium, etc. Solid...
...a skilled Full Stack Developer with extensive experience in PHP to develop a web application. The primary functionalities I'm looking for in this project are around the API and the ability to handle data updates. Key Requirements: - Expertise with PHP: The ideal candidate should have a strong background in PHP, with the capability to develop robust and efficient code. - Full Stack Proficiency: The project requires both frontend and backend development. Proficiency in both areas is crucial for the success of this project. - API Development: You should have experience in developing APIs, especially around data updates. This is a core part of the requirements. The project is focused on developing a web application and ensuring that the API is capable of...
Main notes: - can be developed a variety of ways, but mainly wordpress is what I'm looking for. - should be easily accessible and usable on pc, phone, tablet. - requires the user to make an account with the website before its use. I am currently designing the website, and looking for this program to be created externally on wordpress or whichever way will fit in the budget. Important: Please only consider this project if you will are okay with the budget, and have read through the project outline. Thank you. Project details: basic functions: (the main function is to show what time the user has to work on their goals, and generate a schedule for them to use, factoring in all their tasks in their daily lives) - asks for users input on 'how disciplined are you, what are y...
...create a multilingual web application with strong focus on project management features. The structure of the application is essential, it should be developed in a PHP framework, preference being Laravel, CodeIgniter, Symfony or simply Vanilla. However, it's critical that the final application is structured in MVC style. A strong knowledge of PHP is required as it's the primary language of development. The login register aspect is already catered for as that’s executed by userspice. Key Deliverables: - Project management features incorporation - MVC style structured application - Utilization of one of the preferred PHP frameworks Appropriate Skills: - Proficiency in MVC design pattern - Proficiency in PHP and relevant PHP frameworks ...
I'm after a full-fledged mobile application for my dance studio, compatible with both iOS and Android platforms. More than just communication, this must provide an all-encompassing experience for our dance studio users. Key Features Needed: - 'Class Schedules Registration': users should easily view and register for our classes. - 'Dance Tutorial Videos': Let our audience enjoy video content of dance tutorials from our studio. - 'Chat Room': A communication platform for users to discuss dance classes, schedules, or general queries. - 'Booking Studio Space': We have 2 dance studios for rent, users should be able to book them through the app. Registration Process: We require users to register for classes: - An Enrollment Form with...
...news website. I want to turn it into a mobile app. Key Requirements: - Conversion: Convert my news website into a functional mobile app. The app should be user-friendly, visually appealing, and easily navigable. - News Update: Users should receive push notifications for new content. - Interactivity: Enable user comments and interactions, facilitating engagement and discussion around the news. Timeframe: - The project does not have a strict deadline. However, I would like it to be completed in a reasonable timeframe. Ideal Freelancer: - Experience: I am looking for a freelancer with a strong background in mobile app development, especially in the news or information-sharing sector. - Skills: Proficiency in creating user-friendly and interactive mobile ap...
I'm looking for a talented mobile app developer to create a comprehensive family tree mobile application. The app should be available on both iOS and Android platforms. The primary goal of the app is to enhance family communication and organization, so it will feature several key functionalities, including: - User registration and login - Family tree visualization - Photo upload and tagging - Entering details for individuals by Admin or other users with approval from Admin - Family News - Family Calendar - Admin Notifications and user notifications - Family Board data with accomplishments The app should have an intuitive and user-friendly interface, making it easy for all family members to interact with. Experience in developing similar applications, particula...
I need a proficient Linux developer with a solid understanding of networking and security, and expertise in scripting languages like Bash or Python. The primary task will be troubleshooting and optimizing existing Linux systems. Also, superior skills in server administration and deployment are a requisite for this role. As the project unfolds, communication is critical, but I haven't decided on a reporting frequency at this point. Please provide suggestions on what you've found effective in your experience.
Hello, i have python codes that fetchs some data.i need someone have experience in qt designer to create the win form To show the data as required some in lables and some tables and need the design visually so we can easly edit in future Will explain the required design privately sharescreen in anydesk..
I'm in need of an expert in Python, HTML and JavaScript programming. I am working on a project that involves developing a software tool. Key tasks involve: - Python programming - HTML development - JavaScript programming The main goal is to develop a high-functioning software tool. The ideal candidate should have expert level experience in all three programming languages. Your proven track record and portfolio of similar projects will help you stand out. This meticulously demanding job needs the best of the best. I am counting on your commitment to detail and your cutting-edge proficiency to produce a highly reliable software tool.
I'm looking for a seasoned Python developer with specific experience in image especially video analysis to create a script that can process a full mp4 video and identify the positions of noise in the video. The idea is to scan the video, locate identify the different type of noises and their value and externalize this findings into a json file Key Requirements: - The script (OOP based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... ...
I need assistance in creating a Python script that can dial a number through a VoIP service using the VCDial setup I have. The code should also play a pre-recorded message when the call is connected. The operating system I am using is Windows. Key Requirements: - Develop a Python script that can interact with the VCDial setup for dialing numbers. - Integrate the functionality to play a pre-recorded message once the call connects. - Ensure the script can run smoothly on a Windows environment. Ideal Freelancer: - Proficient in Python programming, with experience in telephony and VoIP setups. - Familiar with VCDial or similar systems. - Able to work effectively on Windows OS. - Prior experience in creating automated call systems or call centers would be a plus. My bud...
Hi, Need a web dashboard for admin and customer. I am using 3proxy (Xproxy) as a proxy server API list - Main function will be the same with Admin site: Adding multiple 3proxy (xproxy servers to the web dashboard - API) + Create proxy via API + Add proxy from other suppliers + Rotation Link to change the IP of the port. + Validity of proxy - can be edited + User Management: The ability to add, remove and modify user accounts. +Billing and Subscription Management: Tracking customer payments, subscriptions, and related data. Proxy Status Monitoring: Real-time monitoring of proxy status. Customer dashboard: + Dashboard to overview: APIKey, APIkey count, account balance, Change Password
I am on the hunt for a proficient Flutter developer experienced in enhancing and customizing a mobile application that is connected to a website too. The app is connected to a Laravel website and I need some specific enhancements. The exact details will be provided later, but what i want is add 1 more payment method(Full development Sdk will be provided with docs) this will be the default payment method. there are 3 apps user provider and admin all 3 connected to a website so the changes have to reflect on all ( the code is very clean done by a professional team) we just want it to be suitable for our area local city. there are few other edits we need like adding ability to send Cv to the admin before proivider start work ( the current process is that the provider signs up ...
We are developing machine learning software aimed at predicting space debris collisions and enhancing mission planning. The initial phase of this project requires a meticulous approach to data pre...available in real time, providing time series information to understand the trajectory, size, movement, volume, and velocity of particular orbital debris objects. 4. Data Structuring and Preprocessing: Once data is obtained from various providers, the freelancer will need to structure and preprocess this data for further modeling. Project Deliverables: 1. An Excel table of data providers. 2. A Python script with a pipeline for data acquisition and preprocessing. This project does not include the development of machine learning models; the focus is strictly on the groundwork of data pr...
Project Overview: We are seeking a skilled Django developer to assist in building a SaaS platform using the SaaS Pegasus boilerplate. The platform will enable users to subscribe to and manage mobile proxies through integration with a third-party API. The core functionality will include user management, subscription handling via Stripe, and dynamic proxy management. Requirements: Strong Experience in Django: You should have proven experience with Django framework and building SaaS applications. Familiarity with SaaS Pegasus: Experience with the SaaS Pegasus boilerplate is highly preferred, as the project will be based on this framework. Stripe Integration Experience: Must have experience in integrating Stripe for handling subscriptions and billing processes. AP...
I'm seeking an experienced .NET developer with over 4 years of expertise in C# programming and SQL databases. Key Responsibilities: - Enhancing existing software application - Adding new functionalities The ideal candidate should possess: - Strong experience in C# programming - Solid knowledge and practical experience with SQL databases Be ready to dive into the project and help us bring significant functionality enhancements to our existing software. Your experience and skills in C# and SQL will be invaluable in this task.
