Python with selenium for beginners jobs
Looking for a skilled Python freelancer to tackle uncertainty in machine learning models. The project focuses on enhancing ML models to handle uncertainty effectively. We require expertise in processing large datasets, with over 5 million rows, ensuring accuracy and efficiency in every analysis. If you’re ready to dive into the world of uncertainty estimation and large-scale data processing, join me on this exciting journey
We are looking for a Virtual Assistant who is keen to pioneer remote support in job posting on LinkedIn and messaging. Key Responsibilities: - Job Posting: Utilizing a single job posting platform, you'll be responsible for daily job posting for our company. This involves posting one job post per day on LinkedIn - Messaging: You'll also handle messaging on the LinkedIn platform, sending them a one time message. Your level of experience in handling messaging and communication is beginner, as the tasks are fairly straightforward and can be learned quickly. Ideal Skills & Experience: - Prior experience in job posting platforms is a plus, but not a necessity. We encourage beginners to apply. - Basic understanding of messaging etiquettes and customer...
I'm looking for an expert who can construct an interactive beginner's Spanish course for me. Specifically, the course materials should be formatted as video lectures. Key Expectations: - Deep understanding of Spanish language and culture - Experience in creating engaging video content for educational purposes - Familiarity with principles of language teaching and curriculum design Your task will include, but won't be limited to: - Creating a comprehensive course layout for absolute beginners - Producing engaging video lectures - Incorporating visual aids to support comprehension Experience in educational content creation, especially language courses, is a must. To do this project, it would be beneficial if you are a native Spa...
...requires an expert's touch. The key aims of this project revolve around: Data Extraction: The source of our data will be CSV files. Experience with dealing with such files is a must. Data Transformation: The raw data we extract needs to be cleaned, merged and aggregated. If you have a proven track record in similar transformations and know how to handle a wide range of data discrepancies, your expertise could be just what this project needs. Data Loading: Once the data is extracted and transformed, it needs to be loaded into the warehouse. This process should be seamless and error-free. The ideal candidate will have an in-depth understanding of Python and data visualization tools, as they are integral to this project's success. If you find satisfaction...
I've developed a keen interest in learning Thai as I intend to travel. Being at a beginner level, I am looking for an expert who can teach Thai from scratch. I believe interactive exercises would provide the most effective learning experience. Please note I am NOT looking for content translation ... I am looking for a qualified Thai Language teacher Ideal Skills: - Fluent Thai and English speaker - Experience in language teaching, specifically Thai - Proven track record in developing beginner level students - Ability to provide interactive, engaging exercises to aid learning By the end of this project, I aim to have a strong foundation in the Thai language, sufficient for basic communication while traveling.
I need an expert in web scraping, specifically in Python, to extract text data from a particular website. The scraping is a one-time task, not requiring routine updates, and the extracted data needs to be saved in an Excel file (or CSV). This will be hidden behind a login wall - so I suggest that the Python script will go to the website and then wait one minute, where I will manually log in. Ideal Skills and Experiences: - Proficiency in Python for web scraping - Experience with scraping text specifically - Ability to deliver the required output in a CSV format
I need an experienced coder to help develop an AI colour matching tool for a wardrobe of clothes. Key Requirements: - Proficient in Python, Java, C++ - Skilled in developing AI algorithms - Experience with developing user interfaces The main aim of this tool is to assist users in selecting the most suitable and aesthetically pleasing color combinations for their wardrobe. User Interaction: - The tool should allow users to upload photos of their clothes - The tool should provide suggestions for matching colors - The tool should identify complementary colors - The tool should help users create a cohesive color scheme - Users should also be able to interact by selecting colors from a palette and answering questions about their personal style. If you have...
I'm seeking an experienced Python developer with significant expertise in networking protocols, network security, and network troubleshooting to design advanced tutorials. Knowledge in network automation using Python will also be used. Key Areas to be Covered: - Network Protocols - Network Security - Network Troubleshooting - Network Automation using Python This is a demanding role that requires strong knowledge in Python and networking. If you’ve designed a training curriculum or tutorials previously, then it's even better. I look forward to seeing how you can help me learn these complex topics in an engaging and understandable way.
...JavaScript developer who has expertise in writing scripts for both front-end and back-end development, and has experience in Selenium scriptwriting. Key responsibilities: - Writing JavaScript code for both front-end and back-end development - Creating scripts for Selenium, which includes setting up automation tests, writing test scripts, and possibly troubleshooting existing tests The ideal candidate should have: - Profound knowledge and experience in JavaScript coding - Proven experience in writing scripts for both front-end and back-end - Familiarity with Selenium, its setup, test scripting, and troubleshooting - Strong problem-solving skills and the ability to work independently This is a great opportunity for someone ...
...JavaScript developer who has expertise in writing scripts for both front-end and back-end development, and has experience in Selenium scriptwriting. Key responsibilities: - Writing JavaScript code for both front-end and back-end development - Creating scripts for Selenium, which includes setting up automation tests, writing test scripts, and possibly troubleshooting existing tests The ideal candidate should have: - Profound knowledge and experience in JavaScript coding - Proven experience in writing scripts for both front-end and back-end - Familiarity with Selenium, its setup, test scripting, and troubleshooting - Strong problem-solving skills and the ability to work independently This is a great opportunity for someone ...
I am looking for a skilled website developer to upgrade our website. The specific improvements we need are in terms of functionality and user experience. The ideal candidate should have experience in: - Improving website functionality to enhance user experience - Implementing features and functionalities according to our specific requirements - Ensuring seamless navigation and smooth user interactions I would like to add a user login and a forum to I want to interface with betfair or betdaq api to fetch prices add ability to vote for which horse is going to win add ability to add notes to horses and jockeys generate heatmaps from speed ratings Website is currently generated by a python script daily. Would have to be able to handle the data generated each...
I'm in need of an expert in Python and AI chatbot integration to create a WhatsApp chatbot (using the code I provide) synced with ChatGPT. Link to the Chatbot you should build: ARCHITECTURE: REPLIT > MANYCHAT > WHATSAPP Key characteristics of the bot: • Personalized & Instant Responses: It should be able to generate tailor-made answers in reaction to user input and answer on WhatsApp quickly as shown in the video. • Data Collection: The bot needs to collect and store Name & Phone number (and email which you can add from the code provided by the Youtuber) for future interactions, enhancing personalization over time. • Complex Interaction Capability: The chatbot should be capable of providing comprehensive replies to complex
I'm looking for a professional who can swiftly teach a computer to comprehend human language using Python or any other suitable programming language. Key Responsibilities: - Implementing text classification, sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Exce...
Skills Required Python Aws services-S3, glue, athena, sagemaker, feature store Sql UI/ API/SWAGGER PAGE Good in ML 5 days in a week Remote support role You will have to help developer for completing the task Timings - 9 to 11 am IST (or evening IST) Payment - You will be paid for those hours while you will be working, You will be informed in advance if there is no work and for those hours you will not be paid. Budget = 400 INR /h
We need some Female Instructors/teachers for Python teaching We need for kids at basic and advance level for high level classes I need teachers who have strong level of communication
...and organizing a dataset. - You should be proficient in Python. - Experience with data cleaning and manipulation. - Familiarity with data analysis would be an added advantage. Part A: Advanced Data Analysis Load '' into Jupyter or Colab. Compute Pearson's correlation coefficient for all attributes, save as corr_matrix. Sort and display correlation of all attributes with 'number_of_reviews'. Visualize with Seaborn's heatmap for corr_matrix and pandas' scatter_matrix for 'number_of_reviews', 'reviews_per_month', 'availability_365'. Part B: PCA with MNIST Dataset Discuss motivations and drawbacks of reducing dimensionality, including the curse of dimensionalit...
I'm searching for a proficient Python Developer to construct a high-performance database proxy and load balancer. This system should cleverly guide requests to compute engines in a manner that both reduces cost and heightens throughput. This system will run queries with minimal latency and virtually zero queuing. Key Aspects of Project: - Develop a robust database proxy using Python - Implement intelligent request routing to minimize cost and maximize throughput - Guarantee low latency and minimal to zero queuing while executing queries The ideal candidate will have the following experience and skills: - Proficiency in Python - In-depth understanding of database management systems, particularly Snowflake - Experience with handling structu...
I'm in need of a comprehensive cryptocurrency price prediction analysis, specifically focusing on Bitcoin. The analysis will be based on histor...price prediction analysis, specifically focusing on Bitcoin. The analysis will be based on historical data spanning the last 5 years. Key deliverables: - The final report should be in word doc format. - The analysis should be detailed, including the employment of charts and graphs. - In python language used as programming language Ideal Skills for this project: - Strong background in data analysis and research. - Experience in cryptocurrency market analysis. - Proficiency in creating detailed reports with charts and graphs. If you're confident in your abilities to deliver an insightful, data-driven prediction an...
I am in need of a skilled Python developer who is also knowledgeable in statistics to test an existing Python code. This code is designed to perform a range of statistical and probability calculations. Key Requirements: - The code should be thoroughly tested and debugged to ensure it functions correctly - The code should be capable of performing complex statistical and probability calculations, such as: - Descriptive statistics - Hypothesis testing - Regression analysis - Probability distributions - Conditional probability - Bayesian inference Ideal Skills: - Expertise in Python programming - Strong background in statistics - Experience with statistical libraries in Python (e.g., NumPy, SciPy, Pandas) - Attention to detail and ability to de...
I'm looking for a Full-Stack Python programmer with solid SQL and .NET experience. The primary focus of the project is web development. Key Requirements: - Proficiency in Python is a must. You will be working on both the front-end and back-end of a web application. - Strong understanding of SQL and .NET. You'll be handling databases and working on the server-side functions. - A solid background in full-stack development. The project will require a comprehensive approach to both front-end (user interface design) and back-end (server-side functions) development. Your responsibilities will include, but not limited to: - Developing user interactions on web pages, implementing server-side logic, and maintaining the system. - Building the overall structur...
I'm currently in need of a skilled full stack developer with proficiency in Python and experience in GenerativeAI, particularly LLM. You will be primarily tasked with frontend and backend development. Job Summary: is seeking a seasoned Senior Backend Developer with extensive experience in full-stack development, Docker container management, API design, and integration, as well as proficiency in React, Firebase, and Kubernetes. The ideal candidate will help elevate our backend systems, ensuring scalability, performance, and security to drive IntraIntel to the forefront of artificial intelligence solutions. Experience with LLM is important. Key Responsibilities: 1. React and Server-Side Development: • Develop and maintain scalable, responsive...
...relevant data, and then display this data on graphs. For the graphs, the X axis will be time, and should be adjustable (i.e. I should be able to narrow or expand the timeframe I’m looking at). Since the logging is provided every 30 seconds, and I will likely be looking at the data on a daily, weekly, or even 2-3 month basis, the ability to aggregate / reduce the number of points on the graph will be important to ensure the graph is not slowed down / laggy. The Y axis should be one of 5 variables (and I should be able to look at 1,2,3,4, or all 5 variables at once). Each of these 5 variables should be plotted on their own Y axes, so they all fit on my screen. As I hover across the graph, I should be able to see the precise values for the variables that I have selec...
...cards for loading chat personalities and RPG scenarios. Though there is an informal standard for these character cards, no offline software exists to manage or create them. I would like a simple platform-independent character card browser and editor. Python is probably sufficient, but I am willing to consider the use of any other programming language that is freely usable on windows/linux/mac. Character cards consist of a PNG image and JSON character information. The JSON is embedded in the PNG metadata (somehow). The full character card V2 spec can be found here: An example of a web-based character card V2 creator can be found here. This should give you an idea of how exactly the character metadata is extracted/merged with the
I am looking for an experienced Python developer who can create a fully automated system that can reschedule visa interviews. The scope of the project not only includes student visas but also work and tourist visas as well. Key Responsibilities: - Monitor the website for available dates - Designing an automated visa interview rescheduling system - Implementing the algorithm to work for different types of visas: student, work, and tourist The ideal candidate should possess the following skills and experiences: - Proficient in Python programming language - Previous experience in automating complex systems - Experience in working with visa procedures, specifically scheduling and rescheduling interviews - Able to deliver a system that requires no h...
I'm in need of a skilled developer to create a trading bot for Binance that will implement a trend-following strategy. Key requirements are: - The bot should utilize specific indicators like Moving Averages, Estocástico, and Padrão de Candle. - The preferred timeframe for trend analysis should be within 1 minute. Preferred skills include experience with trading bots, understanding of trend-following strategies, and expertise in the specified indicators. Previous work with Binance API would be an added advantage. Terms of Reference for Automated Trading Robots Development 1. Objective: Develop ONE automated trading robots for executing specific trading strategies. Using Python with the Binance API. The robots sh...
I need assistance in the development of a acap application. The project involves using a range of programming languages. Key requirements include: - Proficiency in C, C++, and Python - Knowledge of Docker - Experience with Artificial Intelligence (AI) The project specifically requires expertise in application development, Please showcase your previous work in these areas when bidding.
...•Profile management for users to add and manage information about their pets. •Real-Time GPS Tracking: Integration of Google Maps or a similar API to track the user's movements. Ability to display and follow paths taken by community members during search efforts. Photo Upload and Verification System: Functionality for users to upload photos of found pets. A system for pet owners to approve, reject, or mark sightings as potential leads. Search Alerts and Notifications: Mechanism for users to create alerts for their missing pets. Push notifications to alert users of new sightings and updates on their active searches. Collaborative Search Initiatives: Features for users to request help from others, organize search parties, and co...
I'm looking for a skilled Python tutor to help me with my upcoming short-term programming course. The course is covering syntax and basic programming concepts, data structures and algorithms, and object-oriented programming. Key Responsibilities: - Clarify and help me understand challenging concepts related to Python programming. - Provide guidance on how to solve problems using data structures and algorithms. - Explain and show examples of how object-oriented programming is applied in Python. I would like the tutoring sessions to be conducted through video calls and interactive coding sessions. These methods work best for me as I learn by doing and need real-time guidance. Ideal Skills and Experience: - Proficiency in Python program...
I am in need of a Python expert to assist with my project which is focused primarily on data analysis for generating useful insights. The ideal freelancer would be well-versed with Python, particularly in applications for analyzing and interpreting complex data. Although not strictly required, skills in automation and web scraping will be beneficial for better understanding and implementation of tasks. The main objective of this project is to turn raw data into meaningful insights that can influence strategic decisions. You might not have all the answers now, but your experience in similar projects and your knowledge in this field is enough to apply. Show interest, and let's determine if we're a good match for this project t...
...enable me to build a web application using Python language. - Primarily understanding IDE functionalities specifically with PyCharm. The effective use of IDEs is crucial to my development process and I wish to get comfortable with PyCharm. - Learning User Interface (UI) Design principles and Interaction Design (IX) concepts are also vital. - Basic Python programming skills would be my building blocks for creating applications. - Lastly, understanding web development frameworks would allow me to structure my coding process and achieve my goal more efficiently. Ideal candidates for this project would have extensive experience with Python, its corresponding IDEs, such as PyCharm, a solid understanding of UX/UI design principles, a...
I have a working Python code for a Telegram bot, but my current setup only allows one broadcast at a time. I am seeking an experienced Python programmer who can expand its functionality to handle multiple broadcasts simultaneously. Key tasks involved: - Modifications to existing Python script to allow multi-threading. - Ensure the bot's performance isn't compromised due to the enhancement. - Complete debugging post modifications. Ideal Candidate: - Wide-ranging experience with Python. - Solid background in handling telegram bots. - Exposure to multi-threading concepts. I am looking for a rapid implementation, you should be able to start as soon as possible. Please include your estimated timeline to complete these modifications...
...We are looking for a skilled developer or development team to create a custom form and page builder. This project involves developing a responsive, user-friendly interface that allows users to easily construct web pages and forms using a drag-and-drop system. The final product should leverage the specified technology stack: Flask, ReactJS, TailwindCSS, MongoDB, and PostgreSQL, ensuring a seamless and efficient user experience. Technology Stack: Frontend: ReactJS, TailwindCSS Backend: Python (Flask Framework), Databases: MongoDB, PostgreSQL Ideal Skills and Experience: - Proficiency in front-end technologies, including HTML, CSS, JavaScript, with a specific focus on Flask, ReactJS, and TailwindCSS. - Extensive experience in developing drag-and-drop interfaces, part...
We are looking for a talented and experienced blockchain engineer to join our team and help us build the next generation of crypto trading tools. The project has been completed by 30%. So your main responsibility is to complete our crypto trading platform according to our requirements. - Responsibilities: o Develop and maintain our proprietary crypto trading platform. o Integrate with more crypto exchanges for data retrieval and order execution. o Enhance security and performance of the trading platform. o Collaborate with our team to define product features and roadmap. o Stay up-to-date with the latest developments in blockchain technology and crypto markets. - Requirements: o Bachelor's degree in Computer Science, Engineering, or a re...
I would like to have a contract with you so that i am able to send you new projects when i have them.
I need a Python program that can convert screenshots into an Excel file, extracting text data. The primary aim of this program will be to effectively extract textual data from screenshots and save it in an Excel format. The screenshots are not scanned documents or photographs but rather screenshots of text-based data. The output Excel file must accurately represent the extracted text. Key responsibilities: - Develop a Python program that can efficiently extract text data from screenshots and convert it into an Excel file. - Ensure the extracted data is accurately represented in the Excel format. - Implement a user-friendly interface for the program. Ideal skills for this project include: - Proficiency in Python programming language. - Experience in ima...
I’m in need of a freelancer skilled in building and deploying web scrapers. Your task will be to create a robust webscraper to extract text content from various websites. As the specific information to be extracted hasn't been specified, flexibility is key in this project. Skills & Experience: • Proven experience with web scraping. • Proficiency in Python or other relevant programming languages. • Attention to detail and data accuracy. • Ability to handle technical challenges that might occur during scraping.
As...learning model, I am looking for a skilled Python developer with a focus on image segmentation. This role is crucial to my project, thus the successful bidder should have: - Extensive experience in Python programming - Practical knowledge of image segmentation and need documentation - An understanding of how this segmentation will benefit machine learning models Specific tasks involve dividing an image into multiple parts or segments to simplify image representation, ultimately eliminating unnecessary image content and focusing on the subject alone. This process will aid in the efficiency and success of my machine learning model. Please note information on the type of images to be used is currently undisclosed. Bidders will be updated once an individua...
I'm in need of a skilled developer adept in Python and familiar with Kite API. Your job will involve: - Implementing specific functionalities including placing buy/sell orders, retrieving live market data, and managing portfolio positions. I'll provide you with Stop-loss (SL) and Target (TGT) details which you'll need to execute as individual operations via Kite API. - We'll use Python as the core language for this development task. Prior experience in working with Zerodha's trading platform and associated APIs will be a huge advantage. - The implementation of Stop-loss (SL) and Target (TGT) parameters will be initiated as a single order. This is a key requirement for this project, and understanding the nuances of t...
ONLY FOR DEVELOPERS LOCATED IN CZECH REPUBLIC LONG-TERM ONGOING COOPERATION AVALTAR is a young startup focused on enhancing industrial safety. How do we do that? We develop camera safety solutions utilizing AI to monitor and detect objects and risky events. We prevent collisions and accidents, ensure workers' safety, and provide assistance to HSE managers. Our systems are helping all over Europe, and in the future, we plan to expand to other continents, too. What are we working on right now? Currently, we are developing a brand new safety system SPARK from scratch. It's an exciting and innovative project with plenty of challenges. That's why we are looking for a software enthusiast to join our development team, who will take care of developing the...
I want a professional to program an automatic posting bot on Telegram, so that I can post my messages to all groups on Telegram with the click of a button.
...am seeking a Python expert who can quickly detect and fix the issue I'm encountering with importing the ocpp package into my Python code. Here's a brief breakdown of the requirements: - Expertise in Python, specifically familiarity with importing and managing packages. - Ability to perform debugging operations to identify the problem causing the import failure. - Conducting modifications if needed to ensure smooth operation of the Python code involving ocpp. For reference, the purpose of my Python code is general Python development, while the specific functionality I aim to accomplish is importing the ocpp package. I have already installed the necessary Python package for ocpp, but unfortunately,...
...an experienced Python developer with expertise in using Streamlit and LLM. Key responsibilities would include: 1. User Interface Design: - Creating initial layout adhering to modern aesthetics - Ensuring the design is versatile across different platforms for responsive use 2. OAuth Login - with google and facebook 3. API Ingegration 4. Database Integration: - Convenient and thorough integration of the database with our Python application 5. Functionality Development: - Comprehensive development of necessary functionalities The main purpose of our Python application is web development. So, if you're adept in front and back-end Python development particularly in building scalable web applications, it's ...
I am in need of a Python Developer with a strong emphasis on data analysis. The project will involve the following tasks, using Python's NLP libraries to analyze the text's context and semantics. 1. Data Preparation Data Cleaning: Standardize the format of resumes and job postings, removing any irrelevant information or inconsistencies. Data Anonymization: Ensure all personal information is anonymized to maintain confidentiality. Data Labeling (if necessary): Label the data, if required, to facilitate supervised learning approaches. 2. Developing the Algorithms Keyword-Based Algorithm: Extraction: Extract key skills, experiences, and qualifications from resumes and job postings using basic text analysis techniques. Matching: Develop a matching algorithm that com...
I am looking for a skilled Data Science professional who can create beginner-level training projects in Machine Learning using Python. Key Project Details: - Topics: The projects should cover a range of basic Machine Learning concepts and techniques, and be suitable for beginners. Examples include linear regression, decision trees, and clustering. - Programming Language: Python is the preferred language for these projects, so a strong proficiency in Python is essential. Ideal Skills and Attributes: - Proven experience in Data Science and Machine Learning. - Excellent command of Python. The aim of these projects is to provide students with hands-on experience and a solid foundation in Machine Learning using Python.
I'm looking for an experienced Python developer to create a script that will automate the input of data into a website. Key Requirements and Details: - The script should be able to input various types of data including text, numbers, and dates. - The goal of this automation is to save time, increase accuracy, and improve overall efficiency in the input process. Ideal Skills and Experience: - Proven experience in developing Python scripts for web automation. - Familiarity with handling different types of data within Python. - Strong understanding of the importance of accuracy and efficiency in automation. Looking forward to your proposals.
Tasks: Data Preparation: Create a dataset with anonymized student resumes and faculty project descriptions. (I will provide you 50 resumes and 50 job descriptions) Ensure the dataset reflects a variety of academic disciplines and project types. Develop Algorithms:(This is the core) Keyword-Based Algorithm: Develop an algorithm to match explicit keywords and phrases from resumes and project descriptions. NLP-Based Algorithm: Utilize Python's NLP libraries to create an algorithm that analyzes text context and semantics for a more nuanced matching process. Algorithm Evaluation: Test both algorithms on a micro job portal for academic collaborations. Use quantitative metrics like match accuracy and processing efficiency for evaluation. Collect qualitative ...
I am looking for an experienced individual specialized in developing large language models and implementing advanced techniques such as retrieval-augmented generation and reinforcement learning from human feedback. The main goal of this project is to create a sophisticated conversational AI and content generation tool. The scope of the work is to develop an LLM application using an open-LLM integrated with a Reinforcement Learning from Human Feedback (RLHF) mechanism to improve performance. The expected level of implementation is that one of a to Minimum Value Product. Since the LLM must be specialized on a specific industrial sector, it is necessary that it is trained on a set of additional documentation, for example using a RAG (Retrieval-Augmented Generation) mech...
I'm in need of a skilled Python developer familiar with OpenAI and experienced in fine-tuning models and setting up datasets. Your primary focus will be adding a Collection Method in the file of user input during conversations and sending specific information to Google Sheets. What's already done: - Already Set up the AI assistant using Replit, OpenAI GPT, and Voiceflow (we use Text only) Key Responsibilities: - Collecting user input during conversations - Sending specific user inputs to Google Sheets - Fine-tuning the OpenAI model for specific tasks Ideal Skills and Experience: - Proficient in Python - Familiar with OpenAI - Experience in fine-tuning models and setting up datasets - Previous experience in integrating AI with externa...
...am seeking experienced Python and Flutter developers with a strong background in AI for an upcoming software development project. The software should primarily work to enhance business efficiency through intelligent data analysis and machine learning applications. Key Features: - Capable of performing complex data analysis. - Incorporate sophisticated machine learning algorithms. Purpose and Users: This tool will be used in construction industry by engineers and contractors for communication of Instructions and development of IPOs. Skills and Experience Required: - Expert knowledge of Python and Flutter. - Proven experience in AI, particularly machine learning. - Experience in developing data analysis tools. - Familiarity with developing soft...
