Python machine learning github jobs

I need a Python expert write a basic python script to integrate a Topaz Signature Pad. The pad is Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3 Key Requirements: - The integration should allow the capture and preservation of signatures directly through the Topaz Signature pad. Just script to open a form with a picture field and a button with label write now. on the pad write a signature and after save button the picturefield should be filled with the written signature/image. Image stored in same map als the script. Desired Skills and Experience: - Proficiency in Python, particularly version 3.9. - Prior experience with integrating peripherals, such as signature pads, into applications. - Familiarity with signature capture and storage

I'm looking for a skilled Python developer to write a code for an Explainable AI project. I need the code to focus on making the AI understandable by humans, rather than just predicting outcomes. Key Responsibilities: - Create a Python script that implements Explainable AI techniques like Lime - Ensure the code is clean, well-commented, and efficient Your role will be crucial in enabling the AI to present its decisions and reasoning in a way that can be easily understood by non-experts. Notably, the model should be able to show its decision rationale, thus improving trust and interpretability to end-users or stakeholders. Ideal Skills and Experience: - Proficiency in Python - Experience in AI/ML particularly in Explainable AI domain would be a plus - Strong und...

I am in need of an expert Python developer with specific experience in Flask framework and Amazon DynamoDB. The primary task is to fix a database connection issue. We are finding it difficult to establish a stable connection with DynamoDB. • Required Skills: Python, Flask, Amazon DynamoDB, Monolithic architecture experience • Task: Diagnosing and troubleshooting connection issue between Python/Flask backend and DynamoDB. • Bonus: Working knowledge of monolithic architecture and associated best practices would be beneficial. Please submit your bids if you're confident in diagnosing and rectifying such connectivity issues. Your insight and expertise would be highly appreciated.

I'm looking for a multi-skilled full stack developer who is proficient in JavaScript, Python, and PHP for a project with a wide range of tasks. Key Requirements: - Proficient in JavaScript, Python, and PHP. - Proven experience in full stack application development. - Strong understanding of software engineering principles. - Ability to work independently and as part of a team. - Good problem-solving skills. - Strong communication skills. It would be a plus if you have: - Experience with React, Angular, or Django. - Prior experience in user authentication, data visualization, and social media integration. This project will involve a variety of tasks, so I need someone who is versatile and able to adapt to different challenges. Your ability to work with minimal supervis...

I'm in need of an expert to set up SQL Server 2019 on a Windows-based virtual machine. The system will be used to support website and desktop applications. Key Responsibilities: - Configuration of SQL Server 2019 on a Windows virtual machine - Ensuring secure and optimal performance of the system - Testing the setup to confirm seamless connectivity with website and desktop apps Ideal Skills: - Extensive experience in managing SQL Server 2019 - Expertise in Windows OS and virtual machines - Should have strong troubleshooting skills on SQL server - Familiarity with website and desktop app integrations.

I need to link the gamma data with the Telegram bot to display it directly netgex volume + netgex open intrest I'm in need of an experienced Python developer who is adept at creating Telegram bots. The primary functionality of this bot will be user interaction. At this time, I don't require any specific data to be withdrawn from the API. The successful candidate should be able to: - Design and Develop a bot with interaction-heavy features in Python. - Ensure seamless integration with Telegram's API. - Implement effective user interaction strategies. - Conduct comprehensive troubleshooting and testing. Candidates with previous proven experience building Telegram bots will be given preference. Please, include examples of the bots you've designed and dev...

whell... i have a laravel dashboard, PHP 7.4 laravel 7, MYSQL, repocitory on github (private)... i need continue working on it, but my normal freelancer is bussy right now... so open vacant... Please let me know u questiongs. Br. Im prefer spanish lang for choise my freelancer, but all are whelcome...

I'm seeking an experienced Python developer to scrape a specific website and extract text data for the purpose of analysis. Your role will be the following: - Scrapping the text data from the specified website. - Cleaning the data to prepare it for analysis. High data quality is crucial so attention to detail is necessary. Ideal candidate would have proven experience in Python, data extraction, and data cleaning. Familiarity with data analysis will be beneficial.

...need of a Python script that can crawl through a list of websites provided in an Excel file and export all the webpages it finds into a new Excel file. This task is aimed at scraping the entire content of the websites, not just a specific piece of information. Key Requirements: - The script must be able to read a list of websites from an Excel file. - The script should use natural crawling mechanisms, not sitemap, to find all the webpages on each website. - All the webpages found on the websites should be exported into a new Excel file. The purpose of this script is to aid in analyzing the content of these websites, so it's crucial that all pages are scraped. Ideal Skills: - Proficiency in Python programming, particularly web scraping. - Knowledge of Excel file ha...

I'm seeking a mechanical design engineer with a background in material selection, mechanical system design, and safety and reliability analysis. The project revolves around designing a screw conveyor. This includes: - A comprehensive understanding and execution of both aspects of machine design mentioned above, coupled with proficiency in creating a Bill of Materials (BOM) that also includes an estimate. - The screw conveyor design must be medium-sized with a capacity between 1-10 tons/hour. Please note, experience in conveyor system design is vital. Eligible freelancers should demonstrate their ability to design reliable and efficient mechanisms that prioritize safety. A strong track record in similar projects will significantly increase your chances of being selected.

I have a script written in AHK for Windows. I would like this script to be rewritten for MacOS using Python. In order to ensure that the MacOS script is as close as possible to the original Windows script, the sound functionalities need to be replicated exactly. doesnt have to be python if u know something easier and simpler to maintain i dont care Key Skills Needed: - Proficiency in Python - Experience with MacOS scripting - Understanding of AHK (previous experience with this language would be beneficial) - Proficient in sound control within scripting The ideal candidate for this role would be someone who has a good understanding of AHK and Python, and is able to adapt the sound functionality of the AHK script to MacOS, while keeping the original features a...

We’re Moorazul Business a versatile and growing company, offering extensive digital marketing solutions and language learning services. Known for our personalized approach and our ability to drive success in both the digital sphere and language acquisition. Now we're expanding our team! We're on the lookout for dedicated Sales Representatives who are eager to reach out to businesses and help elevate their digital presence. Here's what you need to know: - Tasks: Generate leads and close contracts. - Compensation: Commission-based earnings. - Product: Digital marketing services (Graphic Design for Social Media mostly) and conversational Spanish classes. - Payment Terms: Commission paid monthly, based on client payments received. - Availability Requeste...

...quantity, price, and order type. 4) Testing and Optimization: Conduct thorough testing to validate the functionality of the automated trading system and fine-tune parameters for optimal performance. Requirements: 1) Proficiency in algorithmic trading and API integration. 2) Experience working with trading platforms and their APIs. 3) Strong programming skills, particularly in languages such as Python, JavaScript, or similar. 4) Familiarity with order execution protocols and trading strategies. 5) Ability to work independently and adhere to project timelines. 6) Excellent communication skills and a proactive approach to problem-solving. If you possess the expertise and capabilities to undertake this project, we invite you to submit your proposal outlining your relevant experien...

On April 16th, I received a warning on my Amazon seller account indicating potential patent infringement related to a listing that I had recently joined as a merchant for dropshipping. The listing in question was unlisted from June 2023 to 13 April 2024 and on 14th April "me too" listing offer was activated. On 16th April got a warning from Amazon for patent infringement, upon learning about the potential infringement, I immediately on 16th April deleted the listing and submitted an explanation to Amazon, stating that as a new seller, I was unaware of the violation and took prompt action to rectify the situation. Subsequently, Amazon removed the warning from my seller account, and I believed the issue had been resolved. However, on April 26th, I received an email from th...

On April 16th, I received a warning on my Amazon seller account indicating potential patent infringement related to a listing that I had recently joined as a merchant for dropshipping. The listing in question was unlisted from June 2023 to 13 April 2024 and on 14th April "me too" listing offer was activated. On 16th April got a warning from Amazon for patent infringement, upon learning about the potential infringement, I immediately on 16th April deleted the listing and submitted an explanation to Amazon, stating that as a new seller, I was unaware of the violation and took prompt action to rectify the situation. Subsequently, Amazon removed the warning from my seller account, and I believed the issue had been resolved. However, on April 26th, I received an email from th...

I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a successful bid on this project.

...engaging. This presentation will cater to adult learners, thus it needs to effectively communicate complex ideas in a clear and understandable manner. Here's what I'm looking for: - Proven PowerPoint design experience, ideally in educational context. - Ability to incorporate both text and images seamlessly into the presentation. - Understanding of visual design principles to create an engaging learning experience for adult learners. - An understanding of the cognitive load theory and ability to accordingly design slides. This project requires the creation of a visually appealing educational tool that is both concise and clear. The successful freelancer will have evident understanding and experience in designing PowerPoint presentations. Familiarity with adult educat...

I'm looking for a multi-skilled full stack developer who is proficient in JavaScript, Python, and PHP for a project with a wide range of tasks. Key Requirements: - Proficient in JavaScript, Python, and PHP. - Proven experience in full stack application development. - Strong understanding of software engineering principles. - Ability to work independently and as part of a team. - Good problem-solving skills. - Strong communication skills. It would be a plus if you have: - Experience with React, Angular, or Django. - Prior experience in user authentication, data visualization, and social media integration. This project will involve a variety of tasks, so I need someone who is versatile and able to adapt to different challenges. Your ability to work with minimal supervis...

I'm looking for a skilled Python developer to help with web scraping and data analysis tasks. Key Tasks: - Web Scraping: Proficiency in using Beautiful Soup or Scrapy is essential. The person should be able to extract specific data sets from websites and present them in a structured format. - Data Analysis: Experience with Pandas and NumPy is crucial for this role. The ideal candidate should be able to manipulate and analyze large data sets efficiently. - Automation: Familiarity with Selenium for automating tasks is a plus. What I'm Looking For: - Experience: Please include details of your past projects and your experience with Python in your application. - Specific Libraries/Frameworks: A strong grasp of Pandas, NumPy, Beautiful Soup, Scrapy, and Selenium is...

I'm currently seeking a highly experienced data scientist for applying machine learning techniques on a complex dataset. As a skilled professional, you'll be involved in: - Preprocessing and cleaning of data to remove any inconsistencies. - Conducting exploratory data analysis to unveil hidden patterns and correlations. - Selecting the right machine learning model and evaluating its performance over time. For this project, in-depth knowledge in Python and strong statistical background are highly desirable. Familiarity with supervised machine learning models is a key requirement as well.

I am seeking a Python expert to assist with debugging a single script. The script is built primarily using functional programming concepts. Key requirements: - Troubleshoot and identify issues within the codebase - Suggest and implement fixes to ensure the script is running efficiently - Experience with functional programming concepts in Python This is a small project, and the ideal candidate should have a strong understanding of Python, specifically in debugging and functional programming. The codebase is not extensive, so I anticipate this project to be completed within a short timeframe.

Looking for a Python developer to create a simple bridge between client and server for realtime communication.

We are currently advancing two web-based projects, each with potential for future expansion depending on client satisfaction and ongoing evaluations. Project 1: Integration and API Development This project involves creating a synchronized customer table accessible via both ...post-launch. We have initiated the development of a new version, currently 40% complete, that restructures and refines the existing tables and functionalities. Unfortunately, our lead developer is currently unable to continue due to health issues. We are seeking a developer to either take over or assist with certain modules to maintain progress within our planned timelines. For both projects, we utilize GitHub for version control and conduct our communications and remote collaborations through Microsoft Teams...

I'm looking for a talented developer to enhance an existing open-source project on GitHub. The project is a Proctoring AI located at this link: The enhancements I need revolve around improving the project's accuracy, implementing real-time monitoring, and creating a more user-friendly interface. Key Requirements: - **Improved Accuracy**: The project should be able to deliver even more precise proctoring results without compromising on performance. - **Real-time Monitoring**: A key aspect of the enhancements should focus on implementing real-time monitoring, which will allow for more effective proctoring during exams or similar activities. - **User-friendly Interface**: The revamped project should have an intuitive and engaging

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

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...a range of products, predominantly jewelry and candles, with additional apparel, bags, and miscellaneous items. • Collaborate creatively to ensure the images and videos stand out in the commercial market. • Manage and potentially transport products for offsite shoots at your discretion. Requirements: • Some experience in commercial product photography is terrific, but if you're just learning and feel you could perform these duties you will be equally considered. • Understanding of photography basics and willingness to guide on best practices. • Creative vision with the ability to produce distinctive and appealing images and videos. • Comfortable with using Adobe Suite and other related software as needed - access will be prov...

Hello Digital Marketing Enthusiasts, Are you passionate about digital marketing and SEO? Do you have a knack for creativity and a hunger for learning? If so, we have an exciting opportunity for you! We are seeking dedicated individuals to join our collaborative team of digital marketers. Whether you're a fresher looking to gain hands-on experience or have some past experience under your belt, we welcome you to be a part of our journey. Here's what we're looking for: 1. Passion for digital marketing and eagerness to learn and grow 2. Freshers in the field are encouraged to apply, but individuals with some past experience are also welcome 3. Ability to work part-time, with a commitment to a long-term collaboration 4. Preferably pursuing graduation or post-graduatio...

i need to add my rotating proxies list to my python playwright code work by anydesk maximam 2 hours

As I'm in need of a skillful PHP/Laravel developer with proven proficiency in , Vite, and Tailwind CSS, and Github I'm seeking a professional to assist in the creation of a high-performing Payment Portal Management System with a deadline of May 14, 2024. Candidate must be competent in Github and have fluent communication skills in either English or Chinese. All user and transaction data will be generated using random data for development purposes. The existing database structure and design are mostly completed, and the current source code will be provided to facilitate seamless continuation of development. Project Details: Payment Management Portal The project entails the development of a comprehensive payment management portal with three key roles: User: Users c...

As someone requiring expert Python knowledge, I am looking to find a coder who can aid me in creating a precise Python script that will effectively integrate a Topaz Signature Pad. The following degree of functionality should be prioritized: - Capture signatures from the Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3. This are the available SDKs /software combaine what you need i am on a windows pc with the topaz in front. Python is main but load or do what you need. The captured signatures should be saved in a format that's optimal for database storage and for use in official forms. The preferred database management system for storing these signatures is SQLite3. The ideal freelancer for this role should have:

I need a Python expert write a basic python script to integrate a Topaz Signature Pad. The pad is Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3 Key Requirements: - The integration should allow the capture and preservation of signatures directly through the Topaz Signature pad. Just script to open a form with a picture field and a button with label write now. on the pad write a signature and after save button the picturefield should be filled with the written signature/image. Image stored in same map als the script. Desired Skills and Experience: - Proficiency in Python, particularly version 3.9. - Prior experience with integrating peripherals, such as signature pads, into applications. - Familiarity with signature capture and storage

I'm keen to collaborate with a developer adept in Chrome extension and AI, in particular, machine learning. The key objective is to establish a Chrome extension capable of executing automated tasks. - Chrome extension work-flow - When I call on Google meet or Zoom, extract the questions of the recruiter or technical manager. - Making the answer (will use ChatGPT or AI) with the questions extracted and show it to popup on current web page. - Skills and Experience needed: - Proficient in Chrome extension development - Solid experience in AI, specifically with Machine Learning - The Task: - The extension must be proficient in automated tasks. When it comes to the type of automated tasks, the focus is on AI capabilities. With your expertise, I&...

* iOS & Android (phone + tablet) * Web Admin Dashboard (Used to create learning app) * Web Customer Dashboard to access flash cards from web browser * Mobile Responsive * This will be a learning app * Flash card, It will have Images + Audio + Text to learn new words (thousands of total words) * Flashcard will have 2-3 art styles (Realistic, Cartoon Art, 3d Art) * Flashcard will have 2 voice over, male & female * Ability to handle stripe processing for each flashcard set. If you have experience + past work in this area, it's a plus * I'm open for new ideas from you when applying * $ released on successful test and is bug free * I will need source code upon payment * Please type "I've read everything" when applying to be considered.

I'm in need of a unique, event-ready coffee trolley with a built-in coffee machine, and the capacity for custom branding to fit my business aesthetic. Key requirements: - An integrated coffee machine that can handle high volumes and deliver quality drinks - Aesthetic design that complements an event space (e.g. sleek, elegant) - Capable of accommodating custom branding elements Ideal skills for this project: - Experience in the design and fabrication of mobile food service units - Proficiency in custom branding implementation - Knowledge of effective and efficient coffee machine integration - Understanding of event space setups and flow to ensure the trolley is both practical and attractive. If you have experience in creating custom event coffee trolleys, p...

...Ensure you offer options that are calming and conducive to studying. • Orientation: While no specific orientation was chosen, it's important the layout is user-friendly and intuitive. • Design: Nothing too flashy or overpowering, but still appealing and engaging. The ideal freelancer for this job is familiar with Moodle and has previous experience creating engaging, user-friendly designs for learning platforms. A sense of creativity and problem-solving skills are necessary....

The task centers around leveraging Python programming and machine learning skills to perform data analysis. The data to be analyzed are contained in an Excel sheet, specifically focusing on customer data. The ideal freelancer for this task should exhibit the following: - Strong proficiency in Python programming. - Solid experience with machine learning. - Familiarity with data analysis, particularly descriptive analysis. - Ability to accurately interpret customer data. The task requires a reading of the Excel sheet and performing data analysis based on the customer data contained within. The chosen Python and machine learning expert will focus on descriptive analysis techniques to extract meaningful insights. Your insights sh...

On April 16th, I received a warning on my Amazon seller account indicating potential patent infringement related to a listing that I had recently joined as a merchant for dropshipping. The listing in question was unlisted from June 2023 to 13 April 2024 and on 14th April "me too" listing offer was activated. On 16th April got a warning from Amazon for patent infringement, upon learning about the potential infringement, I immediately on 16th April deleted the listing and submitted an explanation to Amazon, stating that as a new seller, I was unaware of the violation and took prompt action to rectify the situation. Subsequently, Amazon removed the warning from my seller account, and I believed the issue had been resolved. However, on April 26th, I received an email from th...

I am seeking the services of a talented and experienced Artificial Intelligence (AI) specialist to build an...automatically. Key Features: - The AI should be capable of creating a variety of engaging video ads tailored for various audiences. - The ads will be used in various digital marketing campaigns so they should be compatible with diverse platforms and user interfaces. - The AI's ability to innovate and come up with unique ad concepts is a major requirement. Ideal Skills: - Expertise in AI and Machine learning. - Proven experience in AI-driven video ad creation. - Knowledge of digital advertising trends. - Clear understanding of audience targeting and segmentation. I need a dynamic and creative AI solution. If you have a solid background in AI and video ad p...

I'm looking for a skilled developer with strong expertise in Python, JavaScript, , and Node.js. This project involves enhancing our MiningWeb platform. Key Tasks: - Implementing user authentication features - Improving data visualization capabilities - Optimizing the platform's performance This is a great opportunity for someone passionate about blockchain and crypto and looking to take on a challenging and rewarding project. The work is fully remote and offers competitive compensation. Ideal Skills Include: - Proficiency in Python, JavaScript, , and Node.js - Prior experience with user authentication, data visualization, and performance optimization - Strong understanding of blockchain and crypto technologies - Self-motivated and able to work effectively in a re...

Name of business DIGDOG Its a Pet care business and ive attached photos of the style i would like. This logo will be on a dog grooming machine. I'm in need of a creative logo designer who can help me craft a minimalist logo in primarily black and grey tones, though I'm open to a touch of color. The logo should be versatile and suitable for use on my website, print materials, and merchandise. Ideal Skills and Experience: - Proficiency in graphic design, logo creation, and branding - Strong portfolio showcasing minimalist design - Experience with creating logos for multi-purpose usage (e.g. website, print, merchandise)

...it to be a redirect site so that user can change the link which the card points to. Something along the lines of this site kzilla.xyz. i don't need the front end just need the functionality of customisation of the link. Its open source so you can refer their github repo. When anyone scans the qr code on the card they would be taken to a page where it says a thank you for using this card you will be redirected in a few seconds. 3. Once they log in they can create a digital profile page something along the lines of this repo on github enbizcard. They generate html files and is not easy to edit any details. In this site if the user comes back to edit any details they need to create the profile from the scratch. i want the details to be editable at any point of time. On...

Implement the virtual machine keeping the following points in prospect. implement Virtualisation solution and implement and configure virtual machines to manage the software solutions effectively. - Configure the support software according to the operating systems being already used for the installation of virtualisation software. - Configure the virtualisation software according to the organisational requirements. =Install and configure the virtual machine according to the requirements. - Test the virtual machine to optimise its functionality. - Configure the IP addressing on the virtual machine and manage the virtual network as host only and bridged configuration. - Configure the virtual network as NAT configuration and also manage its services. ...

I need a skilled cameraman equipped for studio-style shooting of a leadership and management course. Ideally, you have experience in educational or instructional video capture, with a strong understanding of the balance between valu...compelling presentation. Here's what I’m looking for: - Filming in a studio interview-style setting - Utilizing a 4K camera for a high definition recording - Equipped with professional audio equipment for clear & crisp sound - Able to provide lighting setups for interviews would be a plus You may need to assist with scene setup to ensure the final output encapsulates a professional and conducive learning environment. Knowledge of teleprompter operation is beneficial though not mandatory. Your ability to edit the video for the final cu...

...individuals heavily rely on technological systems, and any service interruption may result in work stoppages and financial losses. 6. **Digital Stress:** Continuous pressure to respond quickly to messages and electronic notifications may increase stress levels and decrease mental well-being. **Additional Benefits:** 7. **Expanded Job Opportunities:** Technology can open new doors for online work and learning, increasing opportunities for individuals in various fields. 8. **Global Communication:** Technology makes it easier to communicate with people worldwide, helping to expand social networks and exchange knowledge and experiences. 9. **Innovation and Creativity:** Technology provides tools and platforms for innovation and creativity, aiding in developing new solutions for ...

...a skilled Python developer with experience in using Playwright to develop a set of flexible data scraper tools. These tools will be deployed to capture data and screenshots from a variety of popularly visited websites such as e-commerce platforms, directories, social media and news sites which includes but not limited to eBay and clinicaltrials.gov. Key functionalities should include: - Capturing various data types such as product details, pricing information, ratings, reviews, and any other elements visible in a full-page screenshot. - Organizing the captured data and screenshots in a clear, easy-to-navigate folder structure. - Being adaptive enough to scrape data from a widely diverse set of websites. To be successful in this role, you should have a solid knowledge of P...

I'm in need of an Christian/Bible based ESL instructor and video creator who can develop educational content for my YouTube channel as well as the video. The content should simultaneously cater to beginner and intermediate English learners, specifically adults (aged 19+). Key deli...in creating educational content for adult learners - Strong understanding of beginner to intermediate English levels - Excellent communication and video presentation skills - Ability to make complex topics easy to understand - Familiarity with YouTube and online teaching platforms Your input will help many English learners improve their language skills and your creative approach can make the learning process enjoyable. Note: You are a Christian, you will create the content and the video for a ...

I am in need of a skilled developer who can configure my website. It's crucial that you have experience with the Bustabit repository given its already installed. Here's what needs to be done: 1. **Testnet Bitcoin Integration**: I ...option for users. The ideal freelancer for this project has experience with Bitcoin Testnet, Recaptcha connection, and the Bustabit repository specifically. Your bid should reflect your skill level and past experience with similar projects. I look forward to seeing what you can bring to this project. Please visit domain to familiarize yourself with the project. Please also visit the github repository for bustabit to familiarize yourself with it as well. is owned by us, it is a licensed bustabit website ( see )

I require an expert proficient in Python, SQL, and Java to work on a Codility assessment. The assessment will be conducted at an intermediate level and will be inclusive of various tasks that I will be solving in the language of the question. Key Requirements: - Comprehensive Knowledge in Python, SQL, and Java - Proficiency in tackling Codility assessments - Understanding of the assessment's specific concepts and frameworks Remember to adhere to Codility's test format and code-writing guidelines. Your completion and success of this project will greatly depend on your ability to grasp and execute these particularities.

I need comprehensive details extracted from the Parivahan vehicle RC database. Data output must be within range upto 1k range at once. Specific requirements include the: - Owner's name - Registration number - Vehicle model and make - Insurance expiration date - Owner contact number The need is urgent, so a quick turnaround is vital. An adept hand at data mining, especially relative to the Parivahan database, would be an asset. Familiarity with Indian vehicle registration systems or similar projects will also be advantageous. The project should prioritize accuracy of data above all, and a proven record in precise information extraction is essential.