Computer science graduation project egypt jobs

I'm in need of an expert artificial intelligence and machine learning researcher to deliver an in-depth, insightful paper on stock price prediction. Key details include: - Focus Area: The paper should major on the application of Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning in stock price prediction. Your specialty in these areas is of utmost importance. - Time Frame: Particular attention should be concentrated on short-term predictions, within a span of 1 week to 3 months. - Methodology: You'll apply Time-series analysis for the predictions. Your familiarity with this methodology will be a great advantage. I desire a paper characterized by depth, clarity, and originality. Reasons, facts, and data to substantiate points are essential. Bac...

I am in urgent need of an experienced audio technician well-versed in configuring studio recording systems. a RØDE RØDECaster Duo Key responsibilities will be: I am expanding my basic broadcasting set feom a computer and a DJ mixiner to include the Rodecaster for live face book podcast. Candidates need to have previous experience in managing studio quality sound systems and should be capable in configuring simple equipment for best audio output. Your experience and expertise will be invaluable in achieving the best sound quality from my equipment.

This project focuses on configuring an existing high-performance computer to process and query large datasets using the Llama3 (70b) language model. The objective is to enable efficient data handling and querying capabilities on the local system. Configure the existing computer with the following specifications for optimal performance: CPU: Intel Core i7-12700F GPU: Nvidia RTX 3070 Memory: 32GB DDR5 RAM Storage: 1TB SSD Operating System: Windows 11 or Linux Set up and optimize the Llama3 (70b) language model on the local system. Process 2,300MB of data to be optimized for use with the Llama3 model. Develop a user interface or command line utility to facilitate local data queries using the Llama3 model. Delivera...

I'm looking for a proficient AI agency to deliver an in-depth technical report. The document should focus on high-level architecture design of AI applications in sports. Ideal Candidate: - The freelancer should have strong knowledge and background in AI, computer vision with particular experience in sports applications. - Proficient in drafting technical reports and fluency in English is essential. I will give you detailed explanation what we want. Thank you.

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I'm in need of a seasoned Data Science Trainer who can cover extensive topics, with a strong grounding in machine learning along with data visualization and statistical analysis. With a target audience of professionals, I seek bespoke, advanced level training. Hours of commitment are flexible, so ideally you would be able to accommodate varying schedules. Skills and experience necessary for this project: - Expertise in machine learning concepts and applications - Proficiency in data visualization techniques - Well-versed in statistical analysis - Experienced in teaching professionals - Open availability Note - 8+ years of experience required as a data scientist Take only Only weekend Classes for Work Professionals

I am new to Power Automate. I have already built several relatively complex Flows, but I am facing a few issues related to dynamic UI elements and how to stop a loop. I am looking for someone with a strong grasp of Power Automate to help me solve these issues. 1. How to stop a l...I am looking for someone with a strong grasp of Power Automate to help me solve these issues. 1. How to stop a loop based on a Python GUI counter. 2. How to pick a link in a table based on the right column (in Salesforce). 3. How to click a download link that always has a different CSS identifier. 4. ...might be an additional question that arises. Note that autodesk is not allowed on my work computer but I can provide very detailed information with screenshot from Power Automate to help you understand t...

...long-term basis. In this position, you will be responsible for some recurring tasks everyday, Read our product reviews & feedback, Checking for Unfulfilled Units online, Handle customer queries via Amazon/eBay, Check UPC, Assist in FBA fee checking,etc Requirements: - Prior experience with Amazon activities (preferred). - Should know how to use Google Sheets (required) - Always connected via computer or mobile device. - Strong English communication skills. - Capability to follow instructions and work effectively with minimal supervision. - Freshers and newbies who are eager to learn can also apply. How to Apply: If you are interested in becoming a member of our team, please thoroughly review the information above and include the word “Yellow” at the beginning of...

...implementation. The goal is to create two compelling articles for a Scopus indexed journal on the above mentioned topics. Skills needed are: - Extensive knowledge of earthquake early warning systems - Excellent writing and research skills - Ability to present scientific information in a clear, engaging manner - Previous experience writing for academic journals (preferably science/engineering focused) Please note that the project has no strict timeline constraints. The priority is to ensure the articles are of highest quality and meet the standards of Scopus indexed journals. However, any guidelines regarding word count limit, citation style, or formating were not specified by the client and may need to be investigated further. Your ability to work on such an undertak...

...detected movements. This data will be used for further analysis. - Custom Data Models: The project involves creating custom data models to facilitate the detection and speed calculation processes. Expertise in data modeling is therefore essential. Ideal Skills: - Strong Python Programming: The core of this project is the Python code for real-time movement detection and speed calculation. The ideal candidate should be proficient in Python with experience in similar projects. - Computer Vision: Experience with computer vision and understanding of DVS346 camera functionalities will be a big plus. - Data Modeling: Ability to create and work with custom data models is crucial for this project. The goal of this project is to create a reliable system...

I'm in need of...various types of data (Text, Image, and Audio, Video) and can work with a multimodal dataset. The primary goal of this analysis is to determine the overall sentiment of the dataset. Key Responsibilities: - Analyze a multimodal dataset from USC - Conduct sentiment analysis on Text, Image, and Audio data - Determine the overall sentiment of the dataset Ideal Skills: - Proven experience in data science and analysis - Specialization in sentiment analysis - Proficiency in handling different types of data (Text, Image, and Audio) - Familiarity with working with multimodal datasets The successful candidate should have a strong background in data analysis and the ability to draw meaningful insights from different types of data. Experience in sentiment analysis will ...

I'm seeking assistance with a data entry task that involves copying and pasting data from online web pages. The data itself is fairly straightforward, consisting mainly of names and addresses. Key Requirements: - Data entry experience, preferably in a similar context involving web-based data. - High level of accuracy and attention to detail. - Proficiency in basic computer skills and comfortable with web browsing.

Live content: Card and board gambling games. During the live broadcast, introduce the game you are playing to the audience. Live broadcast platform: Kwai platform Live time: Live broadcast time: 7:00-10:00 in the evening local time in Brazil, two hours of continuous broadcast every day. Rest: 4 days off a month. Basic requirements： computer equipment and Internet in Portuguese (and preferably in English) and cheerful the face live Job salary: Fixed part: 2 hours of live broadcast every day, 10US dollars per hour. Commission part: During the live broadcast, you will get a commission by downloading games or paying for games in the live broadcast room. Due to the diversity of live broadcast content, we will determine the live broadcast content and live

Here is the link: It allows the users to Custom Pet Portrait. So we are going to develop an APP to let people to custom their own pet Portrait easier and better. This is our steps on the APP: upload their pet avatar from computer, google drive or take photo. pet anthropomorphic identity such as: Royal, general, pirate, gentleman, lady, queen etc. We are going to provide something such as Necklaces, hats, accessories etc. can also support the Users to custom their own pet Portrait by AI prompt. AI Editing and Multiple Print Sizes. Editing: Allow users to provide text prompts to refine the AI generation. For example, "thicker beard" or "wearing a red bandana." a tool like CLIP

I need personal trainer who can help me with workout plans and diets plans. I would prefer the diet to be Vegetarian but if it's essential then I can als...very much. I have gained weight and muscles but it also came with lots of stretch marks and fat around my waist and stomach and face. I need a body physique like anime character Toji. It's totally achievable as I have seen people achieve it. I also need to increase my stamina for obvious reasons. iykwim I can workout 1 hour 6 days a week. I have a job where I have to sit all day in front of computer and and then travel approx 4-5 hours in cab daily. I weight around 65 kg right now and I'm 5'5 tall. Ask awaz any more details if you need. Only contact me if you have read all these details and you can sure...

...Adding to the confusion for consumers is that the U.S.D.A. requires these meats be labeled “uncured” because they are produced without added nitrites or nitrates. “The average person goes to the store and sees claims like ‘organic, ‘natural,’ or ‘no added nitrates or nitrites,’ and they assume those meats are safer, and they’re not,” said Bonnie Liebman, director of nutrition at the Center for Science in the Public Interest, a food safety advocacy group. The bottom line: If you’re trying to avoid processed meats in order to reduce your risk of cancer, it may be hard to know whether products labeled “natural,” “organic,” “uncured,” or “nitrate and nitrite free” fall in...

I'm in search of an experienced mobile app designer to create an application tailored to the field of science in vitro. The primary objective of this app is to simplify and enhance in vitro laboratory work. Key Functionalities: - **Laboratory Protocols**: The app should provide a range of laboratory protocols used in science in vitro. - **Micropropagation Step-By-Step**: It should also include a detailed, user-friendly guide for micropropagation. This project requires a professional who has extensive experience in mobile app development. Ideal candidates should also possess a good understanding of the requirements and workflows within a laboratory setting. Experience in designing apps for scientific fields would be a significant advantage. Please include relevan...

I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

Live content: board and card games. During your live stream, introduce the game you're playing to your viewers. Live broadcast platform: Kuaishou platform Live broadcast time: Live broadcast time: 7:00-10:00 pm local time in Brazil, live broadcast for two hours every day. Rest: 4 days off per month. basic requirements: 1. Good computer equipment and network 2. Proficient in Portuguese (preferably English) 3. Outgoing and cheerful personality 4. Show your face on the spot Position salary: Fixed part: Live broadcast for 2 hours per day, $10per hour. Commission part: During the live broadcast, you will earn commission by downloading the game or paying for the game in the live broadcast room. Due to the diversity of live broadcast content, we will determine the live broadc...

...through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computing resources and implement monitoring systems to track performance and system health. Collaborate with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficient in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). E...

I'm looking for...palette of blue, white, and alice blue - please see the attached Brand Guide for blue. The font should only be "Couture" as listed in my Brand Guide. The logo should be versatile and suitable for use across different platforms, including websites, print materials, and social media. Key Requirements: - A modern, fresh and professional style - Luxury Market (think Chanel, Gucci, Hermes) - High tech science meets skin and whole-body wellness - Utilization of blue, white, and alice blue colors - Design that is versatile and suitable for website, print materials, and social media; all forms including Vector Ideal Skills: - Graphic Design - Logo Design - Branding - Understanding of color psychology and its impact on branding - Experience in designing fo...

...experience in machine learning and data science to help with a project involving sign language translation. The project is built using Jupyter notebooks and several Python scripts that integrate TensorFlow, scikit-learn, and other libraries. Responsibilities: make a tutorial how to run this project the sign to text part only Proficiency in Python and familiarity with Jupyter notebooks. Strong background in machine learning, particularly with TensorFlow and scikit-learn. Ability to troubleshoot and debug complex codebases. Excellent problem-solving skills and attention to detail. Good communication skills and ability to provide clear documentation. Project Duration: This is a short-term project expected to few hours , depending on

I'm seeking a skilled writer to craft an engaging, informative article on nutrition and its role in managing stress and anxiety for an adult audience. Ideally, you'll have experience or knowledge with: • Health and wellbeing writing • Nutrition and dietary science • Understanding of anxiety and stress management Aim to deliver a factual yet empathetic tone. Understanding of SEO is a bonus. The text must be original and insightful, helping adults recognize the connection between what they eat and their emotional health.

Andriod app to run on android tablet , the tablet device is connected to a display TV screen . The app shall contain 4 main items, each item linked to a specific video. Interaction 1: 4 icons on the main screen when clicking on each icon, it shows the linked video on the TV screen. Interaction 2: Option A: Image recognitions, 4 image reference to computer vision and a video animation linked to each image. Option B: Trigger via QR code instead of image recognition. When the user show the reference to the camera, it shall trigger the video linked to this image on the TV screen. The app also should contains an AI chat assistant, with saved info about each item of the 4 items. Please contact only after ready with your proposal of delivery time and cost.

I need a skilled PowerPoint designer who can convert my existing business plan from a word document to a clear and informative PowerPoint presentation. The length of the presentation should be approximately 20 slides. So you need to include only the most important points and topics from each sections " Strategic Plan ,Operational Plan, Marketing and Financial Pl...input will be much appreciated to successfully convey the business plan efficiently and memorably to my audience. As I skipped on the main objective, I want the PowerPoint to be an overall synthesis of all the key points in the business plan. Relevant experience in business plan presentations will be appreciated. Please share samples of past work if possible. Your work will contribute to my graduation discussion. Mu...

I need a proficient data entry operator to manage online form filling tasks. The job involves entering survey responses with high accuracy. Key Responsibilities: - Handle form filling tasks. - Update and verify data as necessary. Ideal Skills: - Detail-oriented. - Computer literate. - Comfortable dealing with high volumes of data. Experience in survey responses data entry is beneficial. Reach out if you meet the criteria, and let's get started.

...looking for an expert in physical chemistry to conduct a systematic literature review. The focus is primarily on materials science, especially metal-semiconductor materials. Key Responsibilities: - Complete an in-depth exploration of the existing literature on metal-semiconductor synthesis, specifically in the domains of doping and Photodeposited methods. - Leverage knowledge and experience with various analyses methods, like XRD, TAM, SEM, Uv, XPS, FTIR. - Deliverables should be comprehensive yet concise, systematically organized, and accurately represent the findings of the literature. Required Skills: - Strong background in Physical Chemistry and Materials Science. - Robust experience in conducting systematic literature reviews. - Proficient understanding of metal-se...

...for educational content writers who can compose material for kindergarten level. This involves creating educational content that caters to various subjects, from fundamental ones, such as Math, Science and History, to nuanced ones like Environmental and Moral Studies. Ideal Skills and Experience: - Experience in developing content for children, specifically in the kindergarten age group. - Knowledgeable in a range of subjects, especially Math, Science, History, Environmental and Moral Studies. - Proven ability to develop textbook style content that is instructional, clear, and engaging. This project requires an understanding of the cognitive and learning abilities of kindergarten children. Your work must align with their developmental stage and stir their curios...

I'm in need of talented content writers for my preschool curriculum content. The ideal candidate would have a background in education, particularly at the preschool level. Key Responsibilities: - Developing and creating comprehensive curriculum content for preschoolers - Ensuring that the content is both engaging and educational - Incorporating various subjects including math, science, language arts, moral studies, and environmental studies Ideal Skills & Experience: - Proven experience in educational content creation, preferably for preschoolers - Strong understanding of the preschool curriculum and educational standards - Experience in teaching or working with preschool children would be a plus.

Providing information in English based on a document in Arabic. Legalities of entering Egypt with one of the medicine described in the document. I will provide a link to the document (32 pages)

I'm seeking a skilled writer to craft an engaging, informative article on nutrition and its role in managing stress and anxiety for an adult audience. Ideally, you'll have experience or knowledge with: • Health and wellbeing writing • Nutrition and dietary science • Understanding of anxiety and stress management Aim to deliver a factual yet empathetic tone. Understanding of SEO is a bonus. The text must be original and insightful, helping adults recognize the connection between what they eat and their emotional health.

I'm searching for a competent freelancer who can create detailed, diagrammatic digital notes for Social Science. Key responsibilities: - Preparing comprehensive diagrammatic notes for Social Science topic - Organizing notes for easy access and comprehension Ideal Skills and Experience: - Prior experience in educational content development, especially in Social Science - Proficient in visualizing complex concepts and creating easy-to-understand diagrams - Detail-oriented and has the ability to simplify intricate concepts. In your application, please provide information about your relevant experience in similar projects.

I am in need of an e-commerce website with a robust database. The site will primarily focus on selling digital products. I require the followin...and encourage repeat purchases. - A professional and polished finish that reflects the quality and security of my digital products. Ideal skills and experience for this project include: - Proficiency in e-commerce website development. - Expertise in database management. - Experience in integrating multiple payment gateways. - UI/UX design knowledge. - Understanding of features that drive e-commerce success such as customer retention mechanisms. The source code of the web development and database must be delivered, as well as knowledge of the Spanish language. The website must be simple and fast, it must work for a computer, table...

... and we're looking for our next partner to join us on this thrilling journey. Equity Only Offer: This partnership opportunity is equity-only, reflecting our commitment to building a collaborative and mutually beneficial relationship. What We're Looking For: Technical Expertise: Extensive experience in machine learning, particularly in areas such as deep learning, reinforcement learning, and computer vision. Leadership Skills: Proven ability to lead and motivate teams, driving technological innovation and excellence in machine learning projects. Collaborative Spirit: A team player who thrives in a dynamic startup environment, with excellent communication and interpersonal skills. Passion for Innovation: A deep-seated passion for leveraging machine learning technology t...

...details. Users should be able to search for businesses based on their name, location, services, and products offered. Key features of the project would be: - Comprehensive Business Listings: The directory should be able to accommodate a wide variety of businesses, so a well-structured and easily navigable layout is crucial. - Advanced Search Capabilities: Users need to be able to search for businesses based on specific criteria. This includes searching by name, location, services offered, and products available. - User-Friendly Design: The interface should be intuitive and visually appealing, ensuring a positive user experience. Ideal skills for this project include: - Experience in web design and development, with a portfolio that includes directory or search engine pro...

...for a model that goes beyond basic calculations and projections. I want it to incorporate AI and machine learning techniques, allowing for predictions that are more predictive and dynamic. - Integration with Spreadsheets: The model should be able to successfully integrate with and manipulate data from existing spreadsheets. Ideal Skills and Experience: - Data Science: A strong foundation in data science is essential for this project. - AI and Machine Learning: Experience in developing AI and machine learning models, particularly for financial forecasting, would be a significant advantage. - Spreadsheet Integration: Proficiency in working with and integrating data from spreadsheets is a key requirement. - Financial Forecasting Expertise: Previous experience in finan...

I have a college graduation photo of my son where I need the entire background erased and made completely white. I'm seeking an expert in photo editing who can handle this task. Your responsibilities will be: - Erase all background elements, including chairs, other people, etc. - Set the entire background to a pure white. - Maintain medium resolution (150 dpi) Skills and Experiences Required: - Proven experience in high-quality photo editing - Attention to detail - Knowledge of maintaining resolution whilst editing The final edited image should be delivered in JPEG format. Please showcase your previous work related to this task while bidding.

I'm looking for a seasoned website developer to set up a thesis writing platform catering to students, researchers, and academic professionals particularly within the realms of Science, Social Sciences, and Humanities. The vital features to be integrated include: • User registration and login, for a personalized user experience. • Online chat support, crucial in providing real-time assistance to our users. • Payment integration, to facilitate smooth financial transactions on the platform. in GREEK! Candidates ideally should possess a keen understanding of website architecture, a solid grasp on UI/UX design, and substantial experience in payment gateway integration. Equally important is the ability to develop a robust and secure user registration/login system...

I need someone to assist me in setting up the Zabor POS APK on my Windows 10 computer. I would like the APK to run on BlueStacks, an Android emulator. This is for personal use, so it is important that the setup is seamless and runs smoothly. Key Responsibilities: - Install and configure BlueStacks for optimal performance - Download, install, and set up the Zabor POS APK - Ensure the APK is running smoothly on Windows 10 Ideal Skills and Experience: - Strong knowledge of Android emulators, particularly BlueStacks - Experience in setting up and configuring software - Attention to detail to ensure smooth operation Please note that I require assistance with the initial setup and configuration - not just running the APK. Your help is appreciated.

...benefits, recruiting, and HR systems. - Proven ability to maintain professional relationships internally and externally - Ensures high standards, initiative, and professionalism - Has the ability to share clear messages and make complex ideas easy to understand for everyone - Recruiting and interviewing skills - Phone, Zoom, and online meeting platform skills - Professionalism, organization, and project management skills Your Responsibilities ●Create and post openings on to the company website, social media, and other job platforms to generate interest from candidates ●Utilize job boards to post jobs (LinkedIn, Indeed, Social Media, Glass door, etc.) and source active and passive candidates extensively for open positions. ●Coordinate and conduct interviews ●Video interview the c...

Online Tutor for Math, Science, English, Physics, Accounts,Zoology,Chemistry We're looking for Online School Teachers for Math,Physics,Chemistry,Biology,English,Social Science and Economics. As an online tutor, you will be responsible for providing one-on-one tutoring sessions in subjects such as Math, Science, English, and more. ?Work type: Remote ?Working hours are mostly based on the Indian time zones. ?Payment: 40k-50k Lesson duration: 55 mins. Job Description: 【Teaching Method】 Online Teaching Platform 【Equipment Needed】PC/laptop, headset and webcam 【Working Hours】 You can plot your own time slots 【Class Type】 1-1 / 1-many 【Class Length】30/40 minutes 【Teaching Material】Provided by Company 【Job Qualifications】Bachelor education degree or diploma The ideal ...

This is a simple C++ command line program with parameters. I don't work with C++ on a daily basis and I need support. The program uses an external SDK, and I have header, lib and dll files. It needs to be connected and configured for everything to work. I present screenshots. This needs to be configured on my computer, I can share the screen remotely.

I have a graduation picture that needs color editing. I'd like the following changes to be made: - Edit the graduation gown and cap to a teal color - Add 'Class of 2036' over the heart area The project involves altering the color of specific elements in the picture and adding text. The ideal freelancer should have experience in photo editing, particularly color correction and text addition, to ensure the picture is edited to a professional standard.

I'm looking for a virtual administrative assistant to help with some data entry tasks on a part-time basis. The project is ideal for those who are looking to do a bit of work to earn some extra cash. - **Responsibilities**: Your primary responsibility will be to enter data. It's not a complex job, so you don't need special skills other than basic computer literacy. - **Communication**: For updates and progress, I prefer that you communicate through a specified online process. This will be discussed further with the chosen candidate. Ideal candidate: - Basic computer literacy - Good attention to detail - Reliable and able to work independently - Communication skills to provide updates promptly. - Spanish is a plus. This is a job that can be done rem...

I'm looking for a skilled developer to take my chess-centric game online with player-to-player (PvP) mode and also enhance it with offline single player (PvE) mode. The game should be able to run on a browser (so...looking for a skilled developer to take my chess-centric game online with player-to-player (PvP) mode and also enhance it with offline single player (PvE) mode. The game should be able to run on a browser (so HTML powered?) and currently the concept prototype is built in Gamemaker. It has couch PvP functionality that works but would like to scale it to online multiplayer PvP as well as PvE (with computer playing as enemy). If Gamemaker is not the best for this purpose, I am willing to work and rewrite the game logic in a different application. Looking forward to...

I'm writing a speech for leaders about emotion regulation and high performance. I want to understand how the brain processes emotion and thinking, I want to help them prevent burnout, make good decisions, create a positive culture. I want you to teach me the fundamentals of brain science and share any interesting or counter intuitive findings I could insert into my speech to make it engaging and hooky and teach them skills for high performance.

I'm seeking 2 skilled Greek translator who can proficiently translate my documentary scripts and other research docume... Ideal Skills and Experience: - Proficiency in Greek translation - Experience in documentary script translation - Ability to research documents and translate - Ability to maintain the tone and style of the original content - Attention to detail and ability to ensure accurate translation of complex content - 3+ years of English to Greek and vice versa experience - Graduation is mandatory - 170 hours a month for 6-8 months project, extendable to 1 year - $6/hour is the offered rate, will go up for deserving candidate Please note that the requirement for certification is currently undetermined. Feel free to include in your proposal if you can provide c...

I am seeking professional assistance to organize my computer files in a manner that reflects their content and to establish appropriate naming conventions. My digital storage contains a diverse range of files, and the current organization lacks coherence, making it challenging to locate specific documents efficiently. I am looking for a meticulous organizer who can categorize my files based on their content, ensuring that related documents are grouped together logically. Implementing a standardized naming convention is crucial to improving the accessibility of these files, enabling me to quickly identify and retrieve the necessary information.

I'm in need of an experienced Android developer to create a custom app. The primary goal of this app is to enable remote control of a computer. When using the app, the user should be able to: - Establish a secure and reliable connection between the Android device and a PC. - Control the PC remotely from the app. -connect with a PC on-site and provide live graphs,updates etc in the mobile application The ideal candidate would have experience in: - Android app development - Creating apps for remote control - Implementing secure communication protocols Please include any relevant projects you've worked on in your proposal.

We need a data collector to collect information about some Australian public services (listed below) per templates are attached to this project. We are looking for 3 types of data: 1- General: More about the public service name, ABN, address etc. Often these information can be found through Googling or going to the public service related website. 2- Divisions: Divisions (or Business Units) information like name, contact etc. Business units can be found again through Googling or going to the public service related website. We know that not all business unit information are publicly available, only what that public service publicly provided are enough. 3- Locations: Some public services have locations (branches). We need information like branch name, address, latitude, longitude e...