...expertise in Eikon Refinitiv and Python for downloading bond yield data. This project requires: - Skills in Eikon Refinitiv and Python programming - Proficiency in data processing and cleanup to ensure usable data Your task: - Sourcing bond yield data from 1995 to the present - Data must include 1, 4, 10, and 30-year maturity for all accessible countries, not limited to just the United States, the United Kingdom, or Germany. - Writing a script using Jupiter that cleanly and efficiently collates this data Applicants should provide details of any past work that demonstrates their ability to complete this project. Experience in financial data analysis and processing is highly desirable. I am particularly interested in your capacity to handle large datasets and create P...
Seeking a Python wizard to generate line and scatter plots from simple numerical data housed in Excel files. Your expertise in Python and experience with data visualization is key to succeeding in this role. Please, in your application: - Highlight your experience in Python plotting - Specify similar projects you've completed Going above and beyond to deliver an error-free, clean and professional visualization will be appreciated. Trust me, I value quality. Let's get started!
I'm in need of a skilled AI developer to assist with analysis of patient data in the healthcar...of a skilled AI developer to assist with analysis of patient data in the healthcare industry. You'll be addressing the conversion of ICD 10 to CPT codes, developing a system that will make this process more efficient and accurate. Key tasks will involve: - Building a diagnosis prediction model - Implementing billing code translation - Analyzing patient data Necessary Skills: - Proficiency in Python - Extensive experience in AI development, particularly in data analysis - Experience with Google AI framework Experience in healthcare IT would be a bonus, particularly knowledge of ICD 10 and CPT codes. If this sounds like a project where you could make a significant impact, ple...
I'm searching for a skilled developer that can build a web application using Python and JavaScript, and with a particular focus on React framework. The Task: - Develop an AI-based solution that performs sentiment analysis on product reviews - Use open-source Language Model (LLM) for the AI system - Integrate the solution to my existing system, Langchain Qualifications: - Proficiency in Python and JavaScript programming languages is crucial - Experience working with React is a must - Familiarity with artificial intelligence, particularly Language Model (LLM) - Prior experience with sentiment analysis, specifically on textual reviews If you fit the bill and would love to tackle a challenge that involves unfolding reviews sentiment using AI, then you're my i...
Objectives: To develop a model that predicts housing prices based on various features such as location, size, amenities, etc. Data Set Link: Kaggle: House Prices - Advanced Regression Techniques () Analysis Tools/Programming Language: Python, Pandas, Scikit-learn Final Outcome: A predictive model that accurately estimates housing prices. follow a step-by-step process to create ML models predicting housing prices, create heatmaps of different features to find the most correlated feature and apply several ML models on the dataset, make an evaluation metric comparing the different models based on precision, accuracy, R2 score, etc. and present the result in easy to understand ways. send me all the codes so that it can be
I'm looking for a skilled Python developer to combine around 1000 XLSX files into a single one. I need this new file to contain all the data from the original files. The Excel files have a structure where each file contains data for a different entity. The end goal is to have all this data centralized into a single document for easier management and analysis. The successful freelancer for this project should have: - Proficiency in Python, particularly in working with Excel files. - Experience in data manipulation and consolidation. - Strong attention to detail to ensure that all data is accurately captured and combined without loss. Please provide examples of your previous work in Python, particularly relating to data consolidation if possible. This will help ...
I'm in search of a Python developer with solid experience in algorithmic trading, particularly with NSE. The project involves working on and modifying an existing trading strategy. The modifications I need are: - Optimization of the current algorithm - Incorporation of new trading indicators - Adjustment of risk management parameters The changes are urgent, so I'm looking for developers who are able to deliver within a few hours. Experienced developers in this field are highly preferable.
Create a music video in sync to the song My Faith, by building 18 (approx) moving digital "collage" images, in a less sophisticated but similar style of the Monty Python Flying Circus animations.
...Requirements: - Expertise in Python, Ruby, Java (preferred) or other relevant languages. - Experience in creating SAAS models, particularly those with a focus on scalability. - Proven track record in developing robust user management systems and integrating payment gateways. - A good understanding of Wordpress and how it can be leveraged in SAAS development. The core goal of this project is to develop a SAAS platform primarily designed for detecting AI-generated content. The platform should be capable of handling a large volume of data, scaling efficiently as the user base and content grows. The team should be able to create a seamless user authentication system, as well as integrate a payment gateway to facilitate subscription-based access. Ideal Skills: - Proficiency in Py...
I am in need of a skilled Python programmer to create a desktop automation program for me. I have a node script that I want to convert to a python desktop application. This app is to sign XML files, send it to a server and receive the files authorized by the server. I need the code properly commented.
Hi all. I have a Python script that has to call a Javascript function and get a result. Here the code that I have, but I'm having a "SYNTAX ERROR" message every time I try to execute it: def encriptar(texto): # Loads the Javascript engine in PyExecJS ctx = (""" const PUB_KEY = `-----BEGIN PUBLIC KEY----- MIIBIjANBgkqhkiG9w0BddEFAAOCAQ8AMIIBCgKCAQEArJtLFWnOzxGAqJoDlSk1 wFTIxgypk8UhsZTz0niOvKH+/L7QWMEGaPx5+aasndlZ6JVnWWZ16fo1SVTr4Vl5 rXXBrtQaPUmTFFagUsOyVsKdgLKy6NuF6qy4qbdaeiPq64uWJM3GEfo+VOXfwrc4 r6O5f6PL8TP1INrayhgU45RpeUbdJIdgwXP7iif2GrHiQaAHP+ADFSO2ormIKktw SE0QvdGNDSMEciP8iEYw4MidrcrjSGULDSTjqeMWMwy1G7WbHZ2cn/sp+sGmbPNJ 2JxS3w65mwTuBx1+phK7ugPuD7F+5rkRyYw32MfqPhtfuwza84o5hslCNDo3N7jW NQIDAQAB -----END PUBLIC KEY----- `; function encrypt(...
As a progressing Python+React application developer, I'm interested in a comprehensive live development training program to help me customize my app further. Specifically: 1. **Focus of Training:** - Improving Frontend React Elements: During the training, I want to focus on amping up the frontend aspect of my React app. It's important for me to grasp how I can enrich the user interface, and add new features to enhance the app's functionality. - Integrating Python and React: I aim to learn in-depth understanding of how Python backend interacts with the React frontend, fostering a seamless integration. 2. **Ideal Trainer Qualification:** An experienced Python+React developer, having competency in teaching and excellent communication skills. A...
I'm in need of highly experienced technical academic writers in the following domain: 1. Mechanical engineering 2. Python Science With your application, do submit a detailed project proposal with the are of expertise you have. Expertise in Engineering, Computer Science, or Medicine is preferred but not necessary. The proposal should be a full breakdown, with clear milestones and deliverable timelines. Ideal Applicant Should: - Have experience in technical academic writing - Be able to develop comprehensive project proposals - Possess exemplary research skills - Have familiarity with the mentioned domains. I look forward to detailed and well-planned project outlines that demonstrate your understanding of technical academic content.
...proficient data expert capable of scraping specific data from Twitter, Reddit, and YouTube. Emphasizing on: - Tweets - Hashtag trends - SM users' specific usage of a small number of terms relating to claims of "stochastic terrorism" and "stochastic violence" Priority would be given to freelancers demonstrating: - Previous experience in web scraping, particularly from social media platforms. - Strong Python skills since Python-based tools are commonly used for web scraping. Knowledge of libraries such as BeautifulSoup, Selenium or Scrapy would be a plus. - Ability to organize and clean the data into an easy-to-understand format. - Understanding of Twitter’s policies on data scraping to ensure the legality of the data collectio...
I'm currently looking for an experienced Selenium developer who can effectively extract data from a yet-to-be-determined website. The nature of the data to be extracted is also uncertain at this point but might include text content, images, or links. Ideal Skills and Experience: - Expertise in Python and Selenium - Proficient at web scraping - Good understanding of data structures and databases - Effective communication skills The timeline for the completion of this project is open-ended and will be further discussed once we have agreed on the terms of your engagement.
I'm in need of a skilled Python coder who can develop an automation script for me. Key requirements: - Proficient in Python: You should be well-versed in Python and have a good understanding of its automation capabilities. - Automation Script: You'll be creating a script that can automate certain tasks for me. - Windows Platform: The script you develop must be compatible with the Windows platform. Ideal skills and experience: - Proven experience in developing Python automation scripts. - A good understanding of Windows systems and how to create efficient scripts for them.
I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the project upon our initial discussion.
I'm looking for a Python expert to develop a program that verifies if an idea or title has been mentioned on Google Search and YouTube. The program should: - Focus on both text and video data - Present results in a dashboard format The ideal candidate will have comprehensive knowledge of Python and be familiar with data parsing and web scraping for Google Search and YouTube. Understanding how to create user-friendly dashboards is also a key requirement. Can't wait to see your innovative solutions!
To boost the effectiveness and speed of my small Python OCR tool, I'm need a creative developer. This tool currently has tkinter, pytesseract, and opencv, among other technologies, to turn imessage screenshots into a specific JSON format. Key enhancements needed include: 1. **Faster Processing Speed:** The tool should be upgraded to handle tasks more swiftly without sacrificing quality. 2. **Improved Accuracy:** It's essential to better detect actual messages within screenshots for a more successful output. 3. **Support for Emoji Detection:** The upgraded tool should accurately identify and interpret emojis within the screenshots. 4. **Innovative Suggestions:** I'm open to your creative thoughts and enhancement suggestions which I'll consider for additional ...
...will be instrumental in enhancing my machine learning models, specifically for analyzing financial transaction data. Key responsibilities include: - Developing a heterogeneous graph format that is suitable for processing complex financial transaction data - Implementing the format in Python, as this is my preferred programming language for the project Ideal candidates for this project should have: - Extensive experience in deep learning, particularly in relation to graph-based models - Strong proficiency in Python, with a proven track record of developing and implementing complex algorithms in this language - A background in handling financial data would be highly advantageous, but not mandatory If you're a professional with a strong understanding of deep learning ...
I need a skilled Python developer capable of webscraping LinkedIn for job postings. The task involves collecting specific details from each posting. Key Requirements: - Web Scraping: You should be proficient in web scraping and have previous experience with data extraction from websites. - Python: Strong expertise in Python programming is a must. Data Extraction Details: - Job Title and Description - Qualifications and Skills Please ensure that your bid includes any relevant experience you have in similar projects. A demonstration of how you plan to tackle this task will be highly regarded.
I am in need of a proficient Python developer to work on a project that will involve extracting passport details from images. I am using library in python, but in some case its giving wrong result. - I will provide sample images for testing purposes during our chat - At the end we are using this result in PHP/Laravel so we will need api which can take image and return correct json data. Required Skills: - Proficient in Python - Experience with OpenCV - Proficiency in using Tesseract OCR for data extraction Note: Knowledge in image processing and previous experience in similar projects will be an added advantage. Please, when applying, share if you have done similar work. Looking forward to fruitful collaborations. Thank you.
In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences containe...Utilise various models to evaluate the performance using an ROC curve. - The differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficiency in python and libraries used for Natural Language Processing. - Experience in utilizing machine learning models. - Understanding of RESTful API creat...
...programmer who can turn my existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional who can provide quality assurance, and ensure the
...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 PNG, as well as provide an example of all the optional fields in a V2 character card:
I am seeking a skilled programmer and designer to help me develop a home automation system within the home assistant open source platform that will control key aspects of my home. Key Points: - I require expertise in Python - A web-based interface is the preferred control interface - The system will need to manage lighting, security and surveillance, HVAC Ideal skills and experience for this job include: - Proficient in Python programming language - Experience in designing user-friendly web-based interfaces - A background in home automation systems would be advantageous - Knowledge of lighting, security and surveillance, and HVAC systems would be beneficial. Please note that the most important aspect is the quality and reliability of the system.
I am seeking an experienced python developer to integrate a face recognition system primarily used for class attendance tracking. This system should operate by authenticating users to add and edit information. A critical requirement for this project is achieving different users having defendant access/editing rights. Max time 8hrs Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly ac...
We are seeking a skilled developer proficient in web automation to enhance resolution capabilities. Our goal is to improve user experience without violating any platform's terms and conditions or compromising website security. What we need: We need you to develop a general solution to bypass the Click to verify control by Imperva. If you can prevent asking for this control completely, that's the best solution If you can automatically pass the slide captcha when it’s presented, that’s also acceptable. Problem statement: Many websites employ press-and-hold verification challenges either directly or following user interactions, as illustrated in the accompanying screenshots. Our goal is to improve the resolution process for these challenges while following we...
...upholding security standards. Requirements: You should use the selenium/standalone-chrome image, so the Chrome should be running in the Docker environment Ensure compliance with website policies and security protocols throughout the development process. Python Test Automation Website Testing Selenium Webdriver Selenium Note: We are solely seeking enhancements that align with the specified criteria using Selenium/standalone chrome images. Please only apply if you have successfully completed the verification process using Selenium before. The example page and necessary details will be provided to you. Full payment is only done after a successful solution is delivered to the problem. The first payment of 100$ will be paid for the attempt, however, if the requirements are no...
I'm in need of a skilled Python developer who can create a pytest runner that can handle both Behavior-Driven Development (BDD) and Test-Driven Development (TDD) testing and unit testcases. Key Project Features: - The pytest runner should make use of a single conftest and configuration. - Test cases will be of moderate complexity with several steps and conditions. Ideal Skills: - Python programming - Understanding of Behavior-Driven Development (BDD) - Understanding of Test-Driven Development (TDD) - Experience in handling moderate complexity tests - Familiarity with pytest and conftest configuration Please include previous relevant experience in Python, BDD and TDD in your bid. Your understanding of the project requirements and your approach to deliver this ta...
I'm in need of a Python expert who can help me with statistical data analysis. The data in question is from our internal company records. It's crucial that you're proficient in data analysis using Python, particularly with a focus on statistical methods. Experience with internal company data is a plus. Key requirements include: - Strong understanding of Python, particularly for data analysis - Proven ability in statistical analysis - Prior experience working with internal company data Your work will be pivotal in helping us gain meaningful insights from our data, which will contribute greatly to our decision making processes. Prior experience in similar projects will be highly regarded.
...experienced python developer with understanding of stepper motors control to correct the bugs in my existing code that drives PI (Physik Instrumente) stepper motors via controllers. The code is currently not functioning as expected and requires professional handling. Key areas to look at include: - Handling of the plotting routine on the tkinter GUI: The challenge is in creating a reliable routine that can present data accurately. In addition, I would like to enhance the tkinter GUI with: - Basic plotting capabilities: Enable the GUI to generate simple, accurate graphs utilizing data input. - Interactive plot controls: Seize full control over the graphs generated, such as zoom in, zoom out and panning options. The ideal candidate for this project should have a strong backgr...
Dear developers, I am looking for a skilled python engineer that is able to create a ML engine which is capable to extract specific datapoints from the pdf files and save them as per set of rules to sql table. system has to run offline, so no online solutions will be accepted as they cannot be used for this project. current problems: 1. large part of documents are scanned, but data is digital. essentially form was printed and scanned upon completion. 2. scanned files are tilted. 3. scanned files have noise which require removal of it. 4. few scanned documents require quality enhancement. 5. some scanned documents have different zoom. 6. all files have checkboxes. 7. specific datapoints can change location within the file, so engine must search for it and find it. there is maste...
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
I have a crucial data warehousing project that requires an expert's touch. The key aims of this project revolve around: Data Extraction: The source of our data will be CSV f...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 in transforming raw, complex data into tidy, insightful warehouses, let's collaborate to mak...
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 experience in developing AI...
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.
I am looking for a skilled website developer to upgrade our website. The specific improvements we need...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 day. If you are able to, can rework data generation. based off elommr from github currently. Ideas welcomed. Price negotiable Will not respond to general I have read your job post messages. I know you did not read it.
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 - Excellent communic...
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
Saya sedang mengerjakan project server API menggunakan FastAPI dan saya perlu mengimplementasikan memory cache menggunakan memcache untuk komunikasi antara workers. Server ini memiliki sistem autoscaling dengan object Server yang saya ingin share diantara setiap workers dari FastAPI. Requirements: - Experience in Python - Experience in Multithreading / Multiprocessing - Memcache, redis, or any other in memory database
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
I need support in cleaning 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 dimensionality. Explain if and how you can re...
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 structured data - Expertise...
I'm in need of a comprehensive cryptocurrency 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 analysis, I'd love to hear from you.
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 debug cod...
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 s...
