Bid python programming projects trabalhos

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification a...

I'm looking for a dynamic and capable programmer who is able to work with multiple programming languages. While I haven't specified a language of choice, versatile coding abilities are crucial for this project's success. Key Experience: - A breadth of experience across multiple programming languages is critical. - Preferably, candidates will have years of overall programming experience. Application Requirements: - When applying, please include a comprehensive rundown of your experience in coding and programming, particularly highlighting your range across multiple languages. The perfect candidate for this job will have broad experience and an adaptable skillset. We have a project that needa additional functions adding. Thank you

I'm in need of a professional who can create video tutorials for me. I find it challenging to understand things when provided in a technical way. I am seeking someone who can provide me with clear, step-by-step instructions...challenging to understand things when provided in a technical way. I am seeking someone who can provide me with clear, step-by-step instructions. Ideal Skills and Experience: - Ability to simplify complex information - Proficiency in creating video tutorials - Great communication skills - Patience and understanding The scope of the tutorials is open-ended. It may involve explaining software usage, programming concepts, or even product assembly. If you're adept at breaking down complicated instructions into simple, easy-to-digest steps, then I'...

I am seeking an experienced C programmer to assist in the implementation of the Inpainting Interpolation Algorithm into my existing application. Key Requirements: - Implementing the Inpainting Interpolation Algorithm - Working with images as the primary input - Generating enhanced images as output The ideal candidate will possess: - Proficiency in C programming language - Strong background in image processing and manipulation - Experience with algorithm implementation - Prior knowledge of Inpainting Interpolation Algorithm would be a plus I have to implement algorithm described here : into my own function. I will share more informations in a DM

We are looking for an ESP32 coder that can work on a "per project" basis. For the first project, the hardware has already been designed and assembled. Your main responsibilities will be to write code to ensure that the ESP32 adequately read the data from the INA226 Current & Voltage Sensor and then transmit the measurement data via LoRa. Key Requirements: - Proficiency in ESP32 programming - Previous work with sensor and sensor module integration - Familiarity with LoRa integration, or willing to learn

Online game programming for batting application.

I'm seeking a professional in Python with experience in computer vision, specifically with DVS 346 cameras. The goal of the project is to: - Detect human movements: Standing, walking, sitting, waving, jumping, running - Calculate the speed of detected movements The project will take place in an indoor environment. Ideal candidates should have: - Proficiency in Python - Expertise in computer vision - Experience with DVS 346 cameras would be a plus This is a unique project that requires attention to detail and an understanding of both human movement and computer vision principles. The ideal freelancer will be able to deliver accurate movement detection and speed calculations. I already have the DVS 346 camera for this project.

Company Description: We are a start-up in the technology sector dedicated to developing software solutions. Our flagship product is a sophisticated ticket management system...Integrate a section for our ticket management software, highlighting its advantages such as process optimization and artificial intelligence. Implement an online calculator to estimate costs based on the Chilean UF per employee. Set up efficient communication channels (live chat, contact form, etc.). Requirements: Proven experience in both frontend and backend web development. Proficiency in any programming language. Experience with backend systems integration and APIs. Ability to work independently and as part of a team. Excellent communication skills and attention to detail. The webpage must be in english a...

Hallo Programming Arena, ik heb uw profiel gezien en wil u graag mijn project aanbieden. We kunnen alle details bespreken via chat.

Hello and Thank you for being here Please note I need to install python 3.10 on centos and do not have a C compiler there Is there a solid set of steps without a C compiler ? Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually complete this task; we can leave each ot...

Python refactor code, change logic for the investment strategy

I'm in need of a software or bot that can auto...narrating the games myself, using my voice, and will be streaming the games live on my YouTube channel. The software should be able to accommodate this unique requirement. Ideal Skills and Experience: - Proficiency in programming and software development, ideally with experience in the field of copyright removal or video streaming. - Familiarity with live streaming platforms and processes. - Strong problem-solving abilities to create an efficient and effective solution for bypassing copyright in real-time. If you have a background in copyright law or experience with similar projects, that would be a plus. The ultimate goal is to ensure the live football transmission is copyright-free and can be shared on my YouTube chann...

I am a logo design expert. I can create logos as well as design other projects using CorelDRAW application

I'm seeking a freelance Python developer to improve the performance of a perspective correction script which is currently struggling with shapes that have more than 4 points. I have a Python script that does perspective correction of the images. It works in cases where the shape has 4 corners. If a shape has more than 4 corners, the script will not work. Please see attached and The script obviously fails on the "L" shapes. The has the expected result simulated. Attached is a zipped folder with everything you need to start. To run a script, use this command {filename} Example The "source" folder has various source images that have working and non-working cases. I need a solution that

I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who can work independen...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

I am seeking a skilled developer who has strong expertise in Java or Python programming languages. This project involves developing a robust software that includes several key features: - User Authentication: Your capabilities should include creating a secure log-in feature for the users. - Database Integration: The software will need to interact smoothly with an existing database, so experience with database systems is essential. - Reporting and Analytics: The ability to incorporate reporting and analytics functionalities into the software is crucial. - Facturation: Knowledge of finance or billing systems is required to integrate facturation, it's a key component of this project. - Calendar: Lastly, being able to integrate a user-friendly calendar will be an added adva...

I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the image/PDF as a background. If...g-your-own-eforms/ Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types such as text and checkboxes. Ideal Skills: - Proficiency in HTML, Python - Ai/Machine learning - Previous work in automating form creation is a plus. Please, feel free to reach out for fu...

Tasks: We have three different algorithms for matching a resume with jobs on the website. They are coded in python. You have to create the APIs for webapplication. Then you create the Website which has 2 user types. Job Seeker and Employer. Login to use (home page) Job seeker will upload their resume details using a fixed form. Employer can post as many jobs using an upload job form. The data is stored in a table. On clicking the Find Jobs button (after uploading resume) or Find Profiles (for each job posting uploaded) the results page will show the ranked results (either job or resume depending on user). Home Page - Login SignUp buttons only...no design or banner or random stuff. Profile Page - Form Filling page with resume details. Resume Form Page Job Description Page Sim...

I am seeking a competent developer with experience in algorithmic trading. The main aim of this project is to connect a broker API for algo trading in the stock market using Python. The broker API to be used is not specified yet, hence, you should be adaptable and skilled with several common trading platforms such as E-Trade, TD Ameritrade, or Interactive Brokers. The task at hand involves connecting the broker API in order to carry out trading with our proprietary strategy. Ideal Skills and Experience: - Proficiency in Python - Deep understanding and experience with algorithmic trading - Familiarity with various trading platform APIs for algo trading Please include in your application a detailed proposal outlining the plan, tools, and methodologies you intend to employ...

We are an innovative tech company embarking on the creation of SnipeOS, a custom Linux operating system designed to revolutionize user interaction and productivity through a tailored user experi...Control, Ark, Emoji Selector Web Browser Configuration: Set the web browser's default homepage to and the default search engine to snipesearch.net. Include links to snipesearch, snipepay, snipesocial, auctionit, and TTWRITE in the web menu. Desired Skills and Qualifications: Proven experience in Linux system development, particularly with XFCE. Proficiency in programming languages such as C, C++, Python, and shell scripting. Familiarity with the configuration and deployment of the listed software applications. Experience in system branding and customization for Linux distrib...

I need an app developer with a knack for creating marketplace apps on a budget. I am aiming to develop a platfo...creating marketplace apps on a budget. I am aiming to develop a platform akin to Turo, focusing on peer-to-peer car rentals. Here are some key features I want this app to possess: - User registration and login - Car listing and search - A seamless booking and payment system This project requires the app to be developed for both iOS and Android platforms. While we haven't specified a preferred programming language as of yet, we're open to suggestions from potential freelancers. The perfect candidate for this job will have prior experience in developing marketplace apps, particularly those that cater to car rentals. Having worked with small budgets before is...

I need an Excel expert to build a tool that can automatically validate and correct any incorrect country codes in the file. Requirements: - Replace incorrect country codes: The tool s...should be determined based on a predefined list. - Daily updates: The tool should be able to handle daily updates. Ideal Skills and Experience: - Advanced Excel skills: You should have a deep understanding of Excel functions and VBA programming. - Data validation: Experience with data validation and manipulation in Excel. - Attention to detail: It's crucial that the tool is accurate in identifying and correcting country codes. - Timely updates: Experience in creating tools that can handle daily data updates would be ideal. If you have experience with similar projects, please provide ...

In this project, I'm looking for an AI solution to aid in the removal and modification of various types of content in Word files. Key Requirements: - The AI should be able to identify and paraphrase content. - Ideal Candidate Qualities: - Experience in AI programming and text analysis. - Familiarity with Microsoft Word document structure will be advantageous. - Understanding of what constitutes offensive and irrelevant content. - Ability to train AI with provided examples for efficiency.

I'm searching for a skilled Python Django developer with proficiency in deploying websites on a shared hosting environment with cPanel. The main purpose of this website is to provide a platform for user interactions. Skills and Experience: - Proficient in Python Django for website development - Experience in deploying websites on shared hosting with cPanel - Familiarity with Linux terminal is not necessary - Prior experience in projects involving user interaction platforms Key Task: - Deployment of a Django website on a shared hosting environment with cPanel, without the use of a Linux terminal.

In revamping our travel website, it's essential that we streamline the user experience by integrating flight and hotel booking functionality. A freelancer with expert-level knowledge in API integration...process real-time flight information and booking. - Seamlessly incorporate hotel information and booking functionality. The ideal candidate will bring their previous experience with API integration, preferably in the travel industry, to tackle the complexities of our project. Ultimately, our goal is to deliver an upgraded travel website that affords our users an effortless booking experience. Programming language for backend: Java Front end: JavaScript, JQuery or react.js Please submit proposals only if you are proficient in working in Java Language for API back end integ...

As a client with emphasis on quality, I need the support of an experienced Python programmer who can take charge of the frontend aspect of my web development project. At the core of this project are the following requirements: - Full proficiency in Python as the main programming language for the task - Demonstrated experience in frontend web development using Python - Familiarity with the best practices in Python programming - Capacity to effectively communicate, provide regular updates and accept feedback The missing response for the third question won't be an issue — I am more interested in a Python programmer who can bring their own unique ideas and solutions. You are encouraged to showcase your creative problem-solving ski...

...responsibilities include: - Programming: Your primary task will involve programming for our Ecostruxure Building Operation project. - Graphics Design: You'll also need to work on the graphical elements for the project. - System Integration: Your expertise in system integration will be crucial for a successful project completion. While I skipped the specific programming languages/tools in the questionnaire, please note that proficiency in relevant software tools and languages for building automation projects will be essential. Ideal Skills and Experience: - Expertise in Schneider Electric product lines, particularly Ecostruxure Building Operation (A/C) and Ecostruxure Security Expert. - Strong programming skills, especially for building...

We are seeking a talented illustrator to join our team on an ongoing basis. The ideal candidate will have experience creating simple, colorful, and expressive emblems that can be easily translated into embroidery designs. In addition to emblems, the illustrator should also be able to create icons when needed. Responsibilities: Create unique and eye-catching emblems that are suitable for embroidery. Develop icons that align with our brand and design requirements. Collaborate with our team to understand project goals and deliver designs that meet our needs. Revise designs based on feedback from team members and clients. Qualifications: Proficiency in illustration software such as Adobe Illustrator or Procreate. Strong portfolio showcasing emblem and icon design skills. Understanding...

I'm seeking a developer to bring a comprehensive voice AI proj...the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-tested minimum ...

...professional should be able to write control code for the robot, and also troubleshoot and fix any simulation errors that may arise. The key responsibilities for this project are: - Develop and simulate robotic arms models in Coppeliasim - Proficient in programming languages required for the task, particularly Python and lua - Write efficient control code for the robotic arms - Identify, troubleshoot, and fix any simulation errors that may arise Ideal candidates should have: - Proven experience in working with Coppeliasim - Proficiency in Python and lua - Strong understanding of robotic arms and their control mechanisms - Ability to troubleshoot and resolve simulation errors quickly - Excellent problem-solving skills and attention to detail. Your expertise will ...

I need a proficient software developer to build an offline multiple-choice question (MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Req...Features Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user-interface des...

I'm in need of a skilled WordPress developer who can address the issues on our website that have arisen after recent updates. Key Responsibilities: - Fixing bugs and issues that have appeared post updates - Addressing any programming needs for new pages I'm seeking a freelancer who's well-versed in: - WordPress - Elementor Ideally, you have experience in troubleshooting and fixing errors that may arise from plugin or theme compatibility issues. Your familiarity with the backup and programming of our website is crucial. Your ability to address these issues in a timely manner is highly appreciated.

I am currently facing an issue with the packaging of my Streamlit app, specifically error messages related to dependencies. My app does RAG or Retrieval Augmented Generation. However, I am stuck with this bug. Any freelancer planning to undertake this project should be: - Skilled in Python programming - Familiar with Packaging methodologies like PyInstaller, PyIodide, Stlite - Experienced in debugging dependency issues The main tasks will include: - Understand existing errors in the packaging process - Debug the dependency-related issues - Ensure the final version of the packaged app works seamlessly with no errors in multiple hosts I invite freelancers with prior experience in handling similar tasks to place their bids. This project has the potential for future maintena...

Objective: To create an innovative and modern design for composing a slide that clearly conveys information about Quick Wins/Actions, Responsible Parties, and Expected Results for both the Process Improvement and Project Studies areas. Attached is an initial slide that serves only as a starting point. The team is encouraged to make necessary changes in mode and design to meet the project specifications. The development team should seek inspiration from current slide design trends. It is important that the slide is visually appealing and clearly conveys the necessary information for both areas. Slide Specifications: Division by Areas: The slide will be divided into two main areas, with Process Improvement occupying 2/3 of the slide and Project Studies occupying 1/3. Each area will have i...

I need a tech-savvy freelancer to create a custom thank you page for my WooCommerce website. The page should have a particular focus on: - Presenting order details effectively. These details must be displayed within a detailed table, allowing for a comprehensive overview of the purchase made. Ideal skills and experience: - Experience in programming and website development. - Familiarity with WooCommerce and creating custom pages. - A knack for clean, efficient code and attention to detail. - Knowledge in creating user-friendly, intuitive layouts and designs. Please note the client has opted not to include any interactive elements within the detailed table on the thank you page. Therefore, ensuring factual accuracy and perfect presentation of order details is paramount.

As a project owner, I'm in need of a proficient backend developer chiefly for the deployment of a Python Django project. This includes: - Setting up server and database - Deploying the project using both Nginx reverse proxy and Apache - Enhancing backend performance The best candidate should offer rich experience in Python Django project deployment as well as server setup and optimization. There won't be any need for coordination with other teams or members. Hence, the ability to work independently is crucial. Please remember to include your relevant experience in your application.

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML pro...

I'm seeking a skilled Python developer who can handle all aspects of SNMP for my project. Key Responsibilities: - Implementing SNMP query and data retrieval - Efficiently managing SNMP trap handling and notification - Developing a robust SNMP agent Your role will be crucial in ensuring that our system effectively communicates using SNMP across multiple versions. Ideal Skills and Experience: - Proficiency in Python - Extensive experience with SNMP (versions 1, 2c, and 3) - Strong understanding of network communication - Previous work on SNMP trap handling and agent development is a major plus If you have the right skillset and experience, I look forward to seeing your proposal.

I am in need of an experienced LabVIEW developer who specializes in data acquisition systems and control systems. This project involves the collection and mon...frequency. - Designing and deploying control systems. - Regular monitoring and analysis of collected data. RECOMMENDED SKILLS: - Prior experience with LabVIEW programming is essential. - Expertise in the creation and usage of data acquisition and control systems. - Knowledgeable in signal frequency monitoring and analysis. - Solid background in automation and process control. My ideal candidate is detail-oriented with a strong understanding of LabVIEW, particularly in the context of signal frequency data collection and monitoring. It would be beneficial if you have worked on similar projects in the past. I look for...

...Firewall Features: An inclusive firewall feature aimed at facilitating additional system protection. Ideal Skills/Experience: • Extensive experience in antivirus application development, specifically for Windows OS. - Expertise in Windows Kernel Driver Development. - Proficiency in high-level programming with C++/C/C#/Qt, Java, and Python. - Developing apps in C/C++/C#/Qt - In-depth knowledge of low-level operations with X86/ARM Assembly Language. • Knowledge in system security and safe programming practices. • Demonstrated ability to meet tight project deadlines. I require this antivirus software as soon as possible, so the ability to work under time constraints is crucial. Please provide a detailed overview of your proposed strategy...

...-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experience: - Demonstrated experience in performing similar migrations - Proficiency in Python, R, and Spark languages - Hands-on experience with AWS Sagemaker -AWS is a MUST, -No matter how, we need to have both models up and running on Sagemaker. -You dont need to change, or imrpove the models, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker. Your ability to perform this task accurately and efficiently will be invaluab...

I'm looking for a professional programmer, proficient in Python to craft a script. This script is for the main purpose of finding mobile numbers, identifying their carrier, and matching this information with corresponding zip codes. This process is vital for my verification purposes. Not only this, but your script must provide these details in a CSV file output format. Key requirements are: - Extensive knowledge and experience in Python - Experience in number location and carrier identification script writing is a plus - Knowledge of data presentation in CSV format This task requires high attention to detail and a strong understanding of number location matching technology. If you meet this description, I'm excited to hear from you.

...Requirements:** - Proven experience in developing cryptocurrency platforms or similar financial systems, with a focus on Bitcoin (BTC) transactions. - Expertise in relevant programming languages, frameworks, and technologies, such as blockchain development, cryptography, and secure web development. - Strong understanding of Bitcoin (BTC) protocol specifications, wallet management principles, and security best practices. - Effective communication skills and a collaborative approach to project management, including regular updates, feedback sessions, and milestone reviews. - Demonstrated ability to deliver high-quality projects on time and within budget, with a commitment to customer satisfaction and continuous improvement. **Project Timeline:** - Start Date: [Today] - Expe...

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

I'm seeking a professional with ample experience in smart contract development. We'r...professional with ample experience in smart contract development. We're not just looking for a freelancer, but a pro who can showcase past accomplishments in this domain. Key responsibilities will include: - Creating and implementing smart contracts - Validating and updating existing contracts Preferred Attributes: - Proficiency in Solidity, JavaScript, Python - Demonstrable expertise in smart contract development - A history of successful projects To be considered for this project, you should detail your experience in smart contract development. Include tangible examples and discuss how your expertise can benefit this project. Please note that applications without this ...

...collaborate with the programming team, including peer-reviewing code. Essential Requirements: - At least 2 years of experience with React. Applications without this experience will not be considered. - Experience in developing medium to large-scale React applications. - Provide a portfolio that demonstrates the projects you have managed and completed. - Ability to actively participate in development planning, considering business goals and available resources. - Good knowledge of written English; spoken English is a plus. Technical Skills: - Deep experience in React. - Experience with APIs and API calls. - Familiarity with Material-UI (MUI). - Familiarity with Figma. The initial collaboration will be goal-oriented, with the opportunity to extend our commitment to future...

...is a Python-based project involving LinkedIn connections parsing using a cookie file. The target is to uncover and analyze mutual connections between my personal friend's list and a CRM file. Important Aspects: - The script needs to efficiently extract the full profile details of LinkedIn connections, including their names, job titles, locations, and industries. The data about any mutual connections between my friends and my existing client database is distinctly relevant. - I also need the parser to generate records of connections between my LinkedIn friends and contacts in my CRM. - I would require the output to be well-organized and easy to navigate. It should be exportable and storable both as a CSV file and an Excel spreadsheet. Ideal Skills and Experience: - Profici...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.

I'm looking for a skilled individual to develop a sophisticated sentiment analysis and recommendation system that can analyze aspects of customer reviews for a product. The primary goal of this system is to: - Identify positive ...camera, price, display, and performance. - For each aspect, the analysis should include both positive and negative sentiment. - The system will need to provide insights on the reviews based on the sentiments detected for each aspect. Ideal Skills: - Proficiency in Natural Language Processing (NLP) and Sentiment Analysis - Experience in developing recommendation systems - Strong programming background, especially in Python or a similar language - Familiarity with data handling and processing techniques - Excellent problem-solving abilities a...