Python time series analysis jobs
# Project Requirements: Business Web Application & Data Management System with Automation ## Technology Stack: + Supabase We are seeking an expert to implement automation processes for our business web application and data management system. ### Current Implemented Features 1. Email parsing and scraping > Storage in DB 2. Analysis of stored file data and DB storage 3. Consolidation of DB data based on customer information (Name, SSN) 4. Generation of tax filing data based on consolidated information ### Required Features for Implementation 1. **Automated Tax Filing Document Generation** - Generate tax filing documents (referred to as "ERS") through a third-party website - Store generated files in storage - Register in customer database ...
Code Finalization and Program Optimization Job Title: AI/ML Expert for Finalizing and Optimizing Python-Based Anomaly Detection System Description: We are seeking a skilled freelancer with expertise in Python, AI/ML (particularly LSTM and Isolation Forest models), and program optimization to assist in finalizing our anomaly detection system. This project involves critical debugging, model fine-tuning, and simplifying workflows to meet an approaching deadline. Key Tasks: 1. Code Finalization and Optimization: Debug and refine critical scripts: : Ensure adversarial testing (e.g., FGSM, PGD, Carlini-Wagner) and anomaly detection are functioning correctly. : Focus on metrics like precision, recall, F1-score, and latency without retraining models. hyperparameter_tuning
I need assistance with analyzing my survey data using SPSS. The type of analysis and specific descriptive statistics required are yet to be determined.
...from competitors. This will also enhance our value proposition by offering unique services such as custom mailbox post builds and virtual product visualization all done virtually and without taking any time away from you. This phase will include the following components: Custom Photo Upload Feature: This feature will allow users from anywhere to upload photos of "forgotten" mailbox posts. Our team will then assess these photos to determine if we can custom build or recreate the mailbox posts. This feature will require a user-friendly interface for photo uploads, a backend system for photo analysis and response, and a secure storage solution for user data. Design Your Own Mailbox: This interactive tool will enable users to design their own mailbox posts using ...
I have a themed activity book series based on wars, called "War Brief". I need a logo for branding, looking for creativity and visual appeal. Use whatever color or design you find suitable.
I need a creative content creator to develop a series of motivational text quotes focusing on trust and relationships for my project. The quotes should be engaging and thought-provoking, aimed at inspiring listeners to consider their perspectives on these themes. Ideal Skills and Experience: - Strong background in motivational content creation - Excellent understanding of trust and relationship dynamics - Creative writing skills - Ability to create engaging text quotes
I need a skilled Python programmer to help me automate the order placement on Interactive Brokers. Key Requirements: - Automate the placement of Market orders, Limit orders, and Stop orders - Strong proficiency in Python - Experience with Interactive Brokers platform - Knowledge about different types of trading orders Ideal Skills: - Python programming - Trading experience - Interactive Brokers expertise - Order placement automation I am looking to hire a pythan trading expert, You need to automate trade in Shoonya Broker Account, Automate the buy sell order, It has lots requirment I have attached excel file to fetch and update data, and automate trade, I can choose any interval, It need to fech candle data, more detaiil i wll give if you can provide result wit...
I'm looking for a Python developer skilled in working with the Amazon Product Advertising API (PA-API). The goal is to scrape data from all product categories on Amazon, focusing on specific details like price, discounts, coupon information, and availability. Key Requirements: - Proficient in Python - Experience with Amazon PA-API - Capable of fetching comprehensive product details - Able to deliver data for personal analysis The data will be used for personal analysis. Therefore, I need someone who can ensure the data is retrieved accurately and efficiently.
...based on the analysis. The system will focus on identifying high-value updates by comparing the notification details with the company's historical financial data. Scope of Work: Telegram Integration: Monitor a specified Telegram channel for notifications about orders and L1 announcements. Identify and process links or text messages containing relevant updates. Data Extraction: Extract information from PDFs or websites shared in the notifications, including: Company name. Order value. Confirmation of L1 status or order acquisition. Historical Financial Data Comparison: Retrieve the company’s last financial year revenue or historical data. Compare the extracted order value with the historical revenue to evaluate its significance. AI-Powered Decision System: Build an...
Mutual Fund Analysis Platform Development Project Project Overview We are seeking a full-stack developer to create a web-based mutual fund analysis platform. The project involves converting an existing Excel-based analysis tool into a web application with automated data collection capabilities. The platform will provide subscribers with mutual fund performance analytics and automated reporting features. Core Project Requirements 1. Data Collection System Develop an automated scraping system for (Turkish Electronic Fund Trading Platform) Collect daily mutual fund performance data including: Fund prices Performance metrics Fund details Implement error handling and retry mechanisms Store historical data for trend analysis Ensure reliable daily update...
...Skills and Competencies Hands-on experience with the OpenShift Container Platform (setup and administration desirable). Knowledge of Kubernetes would be good to haveFamiliarity with other cloud/container platforms (e.g., AWS, Azure, Docker) and database systems (SQL). Comfortable working in both Unix and Windows environments with proficiency in Unix and scripting languages (e.g., Bash, Perl, Python). Experience with any source code management tools (e.g., Perforce, Bitbucket/Git/Gitlab/Azure DevOps). Proficiency with any CI tools like Bamboo, Ant, and Maven is a plus. Soft Skills Strong analytical and problem-solving skills. Excellent verbal and written communication. Self-motivated, organized, and flexible with a proactive approach to tasks. Proven ability to work in client-fa...
...incorporate customer feedback. Ideal Skills and Experience: - Proven experience in e-commerce website development - Excellent understanding of user-friendly design principles - Strong ability to write engaging product descriptions - Experience with implementing order tracking systems - Capacity for ongoing site development and improvement Time Period of Service: - 60 Days of Development: Delivered core development tasks, including requirement analysis, design, and coding. Ensured all deliverables were aligned with project goals and client expectations. - 60 Days of Updates and Continuous Development: Provided ongoing updates and iterative development to accommodate evolving requirements and user feedback. Focused on maintaining code quality and integrating addi...
...webapp with the following main features: - **User Registration and Feedback Management**: The core purpose of this webapp is to facilitate user registration and manage their feedback. The ability to collect, analyze and implement user feedback is key to the project's success. - **Simple Skills Test**: I need a straightforward skills assessment tool embedded within the webapp. This should be a series of multiple-choice questions designed to test users' skills. - **Job Board Connectivity**: The platform should also enable graduates to discover and apply for entry-level jobs posted by employers. For user authentication, I prefer a simple Email and password system. The webapp should be launched, and user feedback gathered and analyzed for subsequent improvements. Id...
I am conducting a research study and have completed a pilot test using a questionnaire, which has gathered responses from 19 participants. I am seeking a skilled professi...study and have completed a pilot test using a questionnaire, which has gathered responses from 19 participants. I am seeking a skilled professional with expertise in data analysis and SmartPLS software to perform the following tasks: - Analyze the collected data to assess its validity and reliability. - Evaluate the validity of the conceptual framework to ensure alignment with the research objectives. The collected data, details of the conceptual framework, and study topic will be provided upon project commencement. This task should be straightforward for someone with experience in SmartPLS and statistical...
...Latest cricket news - Series information - Comprehensive point tables for all cricket series - Squad details - Scorecard access - Live commentary - Fixture details - Series wise breakdown - Team wise breakdown - In-depth player profiles - Men’s and Women’s rankings - Real-time live scores - Ball by ball commentary for cricket matches - Pitch and venue information - Match details - Fast updates for Indian Premier League matches - Coverage of all ODI, T20, and Test international, domestic and women’s matches - Latest news updates Ideal skills for this project include API development, data handling, and a strong understanding of cricket. Experience with live data streaming is a plus. I expect a well-structured API that can ef...
I am looking for a Jamovi expert who can assist me with data analysis and statistics.
...solutions to automate manual processes, improve efficiency, and reduce costs. You will also be responsible for mentoring and training junior developers and staying up to date on the latest RPA technologies. RESPONSIBRESPONSIBILITIES Senior RPA Developer main responsibilities is to develop RPA BOTs as per the provided design, test, deploy. â–ª Conduct high level feasibility analysis with SME, Candidate selection and deep-dive analysis for potential business processes to be automated using RPA technology. â–ª Analyze business processes and participate in requirements gathering session to generate Process Definition Document (PDD) â–ª Develop efficient solutions with a focus on scalability and reusability based on Robotic Process Automation (RPA) technologies â–ª Write test cases...
...A. Introduction: Background of the Project, Client B. Challenge: A summary of pain points C. Solution: The d&b solutions used D. Result: A summary of the outcome, including an end-user quote of how d&b and/or the sales partner/distributor solved the issues -- 3) FORMAT A. Web • Sample case study on d&b's Website: • Format to be delivered – using a word doc template (to be provided) B. PDF • For print. 2 printed pages – Front & Back • More layout suggestions C. Social Media • To be posted on d&b APAC’s FB page • Open to suggestions – social media plan & posts D. Slides • Our team previously prepared a template. Will require more suggestions on how to improve
I need a skilled Python programmer to help me automate the order placement on Interactive Brokers. Key Requirements: - Automate the placement of Market orders, Limit orders, and Stop orders - Strong proficiency in Python - Experience with Interactive Brokers platform - Knowledge about different types of trading orders Ideal Skills: - Python programming - Trading experience - Interactive Brokers expertise - Order placement automation I am looking to hire a pythan trading expert, You need to automate trade in Shoonya Broker Account, Automate the buy sell order, It has lots requirment I have attached excel file to fetch and update data, and automate trade, I can choose any interval, It need to fech candle data, more detaiil i wll give if you can provide result wit...
Music Composition for Youtube Series Project Name: Road to $5 Million Overview We’re producing a high-end, documentary-style vlog series that follows two brothers, Juan and Alexis, as they grow their e-commerce business to a $5 million goal in 2025. The series blends themes of ambition, teamwork, and cultural identity, showcasing the real challenges and triumphs of entrepreneurship. Objective We need original music for the intro and outro of the series that captures: Cultural Pride: A strong foundation in Mexican musical undertones. Professionalism: A polished, cinematic quality that elevates the series. Motivation: An energetic yet grounded tone that resonates with entrepreneurs and business-minded viewers. Intro Music Details Length: 10–1...
I'm seeking an expert in Stata software who can assist me in collecting survey data for my quantitative academic research. Main Tasks: - Identifying the appropriate survey data to collect - Utilizing Stata for data collection and analysis - Ensuring the data is suitable for a quantitative study Ideal Skills: - Proficiency in Stata - Experience in academic research data collection - Understanding of quantitative research methods If you have a proven track record in these areas, I look forward to your bid.
...with discounts for first-time users. Call-to-action buttons such as "Get Started for Free" or "Sign Up Now." A timer or limited-time offer section to create urgency (e.g., "30% Off for 24 Hours"). b. Pricing Plans: Multiple pricing tiers (e.g., Basic, Pro) with detailed benefits for each plan: Basic Plan: 1,000-1,500 real followers/month, AI tools, live dashboard access. Pro Plan: 2,500-3,500 real followers/month, AI-generated image posts, competitor analysis, etc. Highlight special features like: Real & Organic Followers. AI Competitor Targeting. AI Profile Optimization. Exclusive Perks worth $75,000+. c. Dashboard for Users: A secure login area for users to track their follower growth and engagement stats. Live A...
I need help diagnosing and fixing an error with a Codecanyon purchased Flutter script. The error occurs during the build process and is detailed below: - Location: Settings file 'E:Worthyusehyip-supporthyip-updatedandroid' line: 20 -...Settings file 'E:Worthyusehyip-supporthyip-updatedandroid' line: 20 - Error Message: A problem occurred evaluating settings 'android'. Could not open dsl generic class cache for script 'C:Usersabishdevflutterpackagesflutter_toolsgradle' (C:Usersabish.gradlecaches7.5scripts6ooft2ioez6li63cad0bdzyr2). > BUG! exception in phase 'semantic analysis' in source unit '_BuildScript_' Unsupported class file major version 65 If you could help me fix this issue, I would gre...
...looking for a Junior Python Developer to join our team and assist with API integrations and scripting tasks. The ideal candidate will have experience working with RESTful and Open APIs, writing clean and efficient Python scripts, and troubleshooting integration issues. Main tasks will include getting data from APIs, storing them in a database then writing formulas to display them in the required output. Key Responsibilities: Develop and maintain Python scripts for API integrations. Work with RESTful APIs and JSON data formats. Test and debug scripts to ensure reliability and performance. To be considered you must reply to the below 1) Please share your experience with APIs and your skillset with? 2) whats is the biggest API project you worked on? 3) What are y...
I'm looking for a web application developer. Key Responsibilities: - Design and develop a user-centric web application. - Implement user authentication features. - Handle text data processing within the application. Ideal Candidate: - Proficient in PHP, MYSQL, NODEJS, PYTHON and HTML. - Experience in web application development. - Familiar with implementing user authentication systems. Interns and college students are welcome to apply. Payment will be on a task basis.
I am looking for a skilled programmer who can code translation and develop a new application. The project involves creating a set of commands in a programming language to instruct the computer to perform specific tasks. You will be required to translate code into instructions that a device can understand and execute. The ideal candidate for this project should have strong skills in Python, JavaScript, and Java, and should have experience in automation, user interaction, and data processing.
...dynamic and innovative website. This project requires a combination of front-end web development expertise, CSS animation, and UI/UX design to create an engaging and interactive user experience. Project Overview: Our vision for this website is to have an interactive logo that serves as both the user interface (UI) and the central hub for navigation. The website's navigation will be controlled by a series of animated elements within the logo. When users interact with these elements, they will trigger CSS-based animations and transform the logo to reveal menu links. As the user makes a selection, the menu links will dynamically update to guide the user to the appropriate content. While the website can be developed from scratch, we are also open to using a CMS platform like W...
We're a small business launching a video series featuring industry experts from the Australian accommodation sector. To promote these events, interviews, and product launches, we need a professional designer to create 30-40 minimalist and clean social media tiles over the next three months. Key Requirements: - Design images for Facebook, Instagram, and LinkedIn - Incorporate elements such as event dates and times, interview highlights, and product features - Maintain a professional and business-like aesthetic You will be supplied with content, and we expect to need 5-10 images at a time. The ideal candidate will have a keen eye for minimalist design, coupled with experience in B2C social media marketing. Your work will help generate awareness and respect for our produc...
I need a Python script that can scrape data from website need to follow steps and extract data as below Step 1 - visit site Step 2 - click on all alphabetically orders ( a to z ) Step 3 - open every shares from every category which are mentioned as per alphabet Step 4 - Get all data from "Overview", "Forecast" and "MC Technical" tabs. Step 5 - Extract all data in excel Step 6 - download excel on desktop. Note - 1. Forecast - There is expend button 2. Forecast - Need EPS, Net Profit and Revenue from "Earnings Forecast" table 3. MC Technical - Need all data from daily, weekly and Monthly tab ( highlighted in yellow in screenshot ) 4. Need to handle all advertisements 5. I am fine for headless scrapping Ideal Skills and Experience:
...and reliability. The tagline, "For you, we go the extra mile," is in a smaller, modern sans-serif font, emphasizing customer service and dedication. Color Scheme: A clean, professional color palette of teal and light blue, suggesting trust, quality, and connection to glass products. Material & Mockup: The logo is displayed on a textured paper mockup, giving it a premium, tactile feel. Branding Analysis: Industry Relevance: The angular and sleek design mirrors the precision and durability associated with auto glass services. The use of metallic tones hints at professionalism and high-quality materials. Message and Promise: The tagline highlights a customer-first approach, setting a trustworthy tone for the brand. Versatility: The logo is versatile and can adapt ...
...ability to transfer funds either to a digital wallet or directly into my USA-based bank account. - Trustworthy and Secure: The gateway must ensure secure transactions while adhering to international compliance standards. The payment methods to be supported include Credit/Debit Cards, Bank Transfers, and Digital Wallets. The gateway should handle both One-time Payments and Recurring Payments. The project should be developed using Python/Django, a framework I prefer for its robustness and reliability. If you have the necessary skills and experience for this project, please provide your pricing and project charges. Additionally, I would appreciate your assistance in posting this project on a freelance platform to attract suitable professionals. I look forward to worki...
Project Overview: I'm seeking simulation software for bench testing a fluid movement device. The device features two tubes with adjustab...program should be fully packaged (e.g., executable file) with no need for additional installations or licensing. • Custom Inputs: Allow me to modify variables such as pressures, forces, and frequency. • Custom Outputs: Display flow rates as the primary output, with optional secondary data. Additional Details: • The software should be intuitive and user-friendly. • Use open-source frameworks (e.g., Python, SimPy) to avoid licensing fees. • Provide me with the final software package and documentation for use. Preferred Expertise: Strong background in fluid dynamics and software development. Familiarity with mechanic...
I'm looking for a talented back-end developer with experience in creating systems for financial websites. The back-end will need to be robust and capable of handling a variety of tasks including, but not limited to, user management, data processing and transaction handling. Ideal Skills and Experience: - Proficient in back-end development using relevant programming languages (e.g., Python, Java, Node.js). - Previous experience with developing back-end for financial market websites or applications. - Familiarity with data processing and analytics. - Understanding of user authentication and account management. - Experience in managing trading and transactions. Please note, specific preferences for database type and system integrations have not yet been established. Therefore, ...
I'm seeking a skilled data analyst to help me analyze text data sourced from various documents, including Word and PDF files. Key Responsibilities: - Conduct thorough data analysis of the text data - Provide insightful interpretations and conclusions based on the analysis Ideal Skills: - Proficient in data analysis techniques and tools - Excellent understanding and experience with text data - Able to work with data from Word and PDF documents Experience: - Prior experience in analyzing text data from documents is highly preferred.
...inspired by Formula. This model should be suitable for CNC manufacturing and designed to accommodate various electronic components such as switches, dials, and displays. Ideally, we seek to do consistent business with an individual designer. We have attached several images of similar styles of racing wheels for your convenience. Key Requirements: - Design should be inspired by Formula racing series. - Model must be compatible with CNC manufacturing. - Incorporate space and mounts for switches, dials, and displays. - Design must be suitable for aluminum material. Ideal Skills: - Proficiency in 3D modeling software (e.g., SolidWorks, Fusion). - Experience in designing for CNC manufacturing. - Familiarity with Formula & hyper-car design aesthetics. - Knowledge of electronic c...
...summarizing each bug and how it was resolved. 3. Minor post-delivery support for tweaks if new issues arise within 7 days of project Freelancer Requirements: Technical Experience: • Web Development: Strong understanding of front-end technologies like HTML, CSS, JavaScript, and frameworks such as React or Angular. • Backend Expertise: Familiarity with server-side languages like Node.js, PHP, or Python to debug functionality issues in the codebase. • E-commerce Platforms: Experience working with e-commerce websites, especially integrating shopping carts, checkouts, and payment gateways. • Bug Tracking and Debugging: Proficient in using tools like Chrome DevTools, Postman, or VS Code for debugging. • Performance Optimization: Skills in page load opt...
A fresh graduate with a degree in Psychology, skilled in administering psychological tests accurately and effectively. Dedicated to achieving comprehensive results, with the ability to quickly assess others' behavior. Proficient in recruitment and employee placement processes, training needs analysis, and training methodologies. Holds six months of freelance experience as a co-tester.
You need to scrape a simple web page and extract all that information organized in a JSON and in an EXCEL as I indicate. It would need to be done with python and that both the python project + the json with the scraped information + the excel with the organized information be sent to me. BUDGET: 70€
I need an experienced algo tradi...developer to create a personalized trading strategy for index and stock options. The project will include back testing and setting up for live paper trading. Key Responsibilities: - Develop a customized trading strategy based on my requirements. - Implement the strategy in Python. - Back test the strategy for effectiveness. - Set up the algorithm for live paper trading. Ideal Skills and Experience: - Proven experience in algorithmic trading development. - Extensive knowledge of stock and index options. - Proficiency in Python programming language. - Experience with back testing and paper trading platforms. Note: The specific trading platform(s) for this project has not yet been decided. Your flexibility and adaptability to various platf...
I'm in need of a talented designer to create a series of shibari and kink pins. The pins should feature rope or other kink and fetish related things, as well as various objects associated with shibari and kink, like ropes and toys. Other designs can incorporate humorous sayings, adding an extra layer of charm and appeal. Key Requirements: - Strong graphic design skills, particularly in eye catching style - Experience or understanding of shibari and kink themes - Ability to create designs that are both visually appealing and humorous - Proficient in using bright and vibrant color schemes - pins should be 1in by 1in in design or similar size Ideal Candidate: - A designer with a portfolio of similar work - Someone who can deliver high-quality, eye-catching designs in a timely ...
I need a freelancer to help me link and consolidate my in-store sales data over the past 5 years into one Excel spreadsheet. The aim is to facilitate a year-on-year review of total sales volume. Key Requirements: - Proficienc...sales data over the past 5 years into one Excel spreadsheet. The aim is to facilitate a year-on-year review of total sales volume. Key Requirements: - Proficiency in Excel with prior experience in data consolidation - Able to create a clear, comprehensive, yet succinct spreadsheet for easy review - Attention to detail to ensure all data is correctly linked and accurate Ideal Skills: - Data Analysis - Excel Expert - Experience with Sales Data Please note, the data is currently in separate Excel spreadsheets and needs to be linked into one for comprehensi...
...background checks, legal check or HR is a plus - Strong in both local and English language proficiency DELIVERY ELEMENTS: - All relevant news, if reported in native language must be translated into English - Weblink of the news, together with: Source link, News date, and Summary of the news/information Note: Milestone will be released the following week (Monday) after the job completion to give us time to organize the report and contact you if we need additional clarification....
I'm based in South America and constantly facing latency and packet loss issues while working on a Windows Remote Desktop (RDP) located in Europe. This is severely hindering my ability to perform general office work smoothly. I've installed PingPlotter to diagnose the problem, which shows high package losses. I'm looking for an expert to analyze my situation and determine the root cause of these connectivity issues. Your expertise could significantly improve my current work situation.
...Process Innovation. The report should primarily target business executives, focusing on the business industry as a whole. Key requirements and specifications include: - A detailed exploration of business process innovation concepts, strategies, and methodologies. - Inclusion of relevant case studies and examples illustrating successful implementation of process innovations. - A comprehensive analysis of potential challenges and solutions in the process innovation journey. Ideal candidates should possess: - A robust background in business and process innovation. - Proven experience writing for an executive audience. - Excellent research skills and ability to articulate complex ideas simply and effectively. Please note, while the report should cover theoretical concepts, th...
I'm in need of a full-time personal assistant who can help me manage my property business and assist with my daily tasks. This role is full time and will also involve media editing and content posting to support my personal brand building. Key Responsibilities: - Organizing my daily tasks - Managing my emails and communications - Tracking and paying bills - Media editing and content posting Ideal Skills: - Exceptional organization skills - Proficient in media editing and content posting I'm looking for someone who can start this role ASAP and help me keep up with my busy schedule, and make sure he/she keeps me productive and my life on track. The ideal candidate will be very organised and able to manage a variety of tasks.
I'm looking for an experienced writer well-versed in AI/ML, specifically deep learning techniques in natural language processing (NLP). The article should target an audience familiar with advanced AI/ML concepts. Key Focus Areas: - Discuss intricate deep learning techniques and their application in NLP. - Illustrate how these techniques are pushing the boundaries of what machines can understand and generate. - Provide insightful perspectives on future possibilities in this intersection of deep learning and NLP. Ideal Skills: - Expertise in AI/ML, particularly in deep learning and NLP. - Exceptional writing skills with the ability to convey complex concepts clearly and engagingly. - Previous experience writing advanced AI/ML articles is a plus.
...Arduino-based configuration, noting how the Arduino interfaces with the 7-segment displays and shift registers. 2. Select Appropriate Shift Registers: • The Texas TPIC6B595N shift register is commonly used for such applications. It allows serial input and provides parallel output, enabling control of multiple outputs with limited GPIO pins. 4. Develop the Software: • Programming Language: • Python is a suitable choice for controlling GPIO pins on the Raspberry Pi. • GPIO Library: • Utilize the library or other GPIO libraries compatible with your Raspberry Pi model. • Shift Register Control: • Implement functions to manage the data, latch, and clock signals to the shift register, effectively controlling the 7-segment displays. 5. Test ...
...thorough analysis of cash-based, boutique gynecology doctors in the metro Atlanta area. The focus should be on understanding the cash-only practice style in depth. Key Areas of Analysis: - The number of cash-only gynecology doctors in the area - Demographic information about these doctors - Their practice locations Additionally, I want to delve into the specifics of the cash-only practice style, including: - Pricing models: How these doctors price their services - Services offered: What services these boutique practices provide - Patient volume: An estimate of how many patients these practices see The ultimate goal of this analysis is to help me identify potential competition in the area. Ideal skills and experience for this project include: - M...
I am looking for an expert programmer to develop a CAD or GIS based automated design tool. The primary function of this tool will ...function of this tool will be to design polylines. Key points: - **Platform requirements**: The automated tool must be developed for CAD or GIS. - **Functionality**: The primary task of the tool will be the design of polylines. - **Data analysis**: The tool must be able to recognize existing data and use it to create the polyline design. This should be done based on configurable parameters. Ideal skills and experience: - Proficiency in CAD or GIS software and programming. - Experience in developing automated design tools. - Strong knowledge in data analysis and its application in design. - Ability to create tools with user-configurable paramet...
