Axis cnc machine jobs

Description: We are looking for a skilled Python developer with experience in machine learning and data science to help with a project involving sign language translation. The project is built using Jupyter notebooks and several Python scripts that integrate TensorFlow, scikit-learn, and other libraries. Responsibilities: make a tutorial how to run this project the sign to text part only Proficiency in Python and familiarity with Jupyter notebooks. Strong background in machine learning, particularly with TensorFlow and scikit-learn. Ability to troubleshoot and debug complex codebases. Excellent problem-solving skills and attention to detail. Good communication skills and ability to provide clear documentation. Project Duration:

Details of the model will be discussed Scale the model up. Turn on the dropout mechanism. Train the model on GPU. You are expected to create a new Colab notebook for the project. Do not include unnecessary code from this notebook. -Avoid copying everything into your work Record the training time (start, finish, and time elapsed). Generate 5000 characters from the model and analyze its performance.

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm looking for engineers to design a versatile food van that will be serving fast food, street food, and gourmet cuisine. Key require...to design a versatile food van that will be serving fast food, street food, and gourmet cuisine. Key requirements include: - Design a layout that accommodates the preparation of different types of food - Incorporate the necessary equipment for a small-scale operation that will only have 1-2 staff members working at a time. - Essential equipment to include are a deep fryer, grill, and espresso machine. Ideal candidates for this project should have experience in designing food trucks or vans, and have an understanding of different types of cuisine and the equipment required for it. Prior experience in designing versatile food service setups w...

I'm in need of a logo that seamlessly combines both text and icon elements. It will be primarily used in an online setting, specifically on websites and social media platforms. Key Requirements: - Your design should encompass a modern, sleek, and professional style that resonates with the tech-savvy online audiences. - The color scheme I'm looking for is a b...theory and the ability to create aesthetically pleasing color combinations. - Strong communication skills to understand and incorporate my vision into the design. BRIEFING: The logo needs to be elegant with letters that convey elegance and sophistication for an online Tattoo course for beginners. Name: TATTOO STARTUP. I would like the icon to have something related to tattooing, like a tattoo machine in vector.....

I'm looking for a skilled interior designer to help me create a Traditional Indian styled puja room in my new house. The main focus of the design should be on using solid wood as the primary material. With carving on it. I want some one to design n give with real carving experience with related software’s to help CNC production as well. Key responsibilities: - Conceptualise and design a traditional Indian puja room that complements the existing business environment - Utilize wood as the main material for the design - Ensure the design is both aesthetically pleasing and functional, considering the need for prayer ceremonies Ideal skills and experience: - Proven experience in interior design - Specific experience in creating traditional Indian style interiors - Familiarit...

...the error so Jasper report operates smoothly - Ensuring future dependency issues can be prevented or quickly resolved The ideal candidate should possess knowledge of JasperReport Library, possibly having handled Jasper report issues before. As the error is based around dependencies, an understanding of relevant dependencies for Jasper Reporting is a plus. Freelancer should work remotely on our machine to fix the error through anydesk Error : Failed to read the project description file (.project) for 'MyReports'. The file has been changed on disk, and it now contains invalid information. The project will not function properly until the description file is restored to a valid state. at

I'm looking for a skilled mechatronic engineer who can help me develop a custom food vending machine. This machine, based on my concept, should primarily cater from frozen food to food made ready to eat. Key requirements: - The machine should automate the vending process. - It must be designed to store and dispense the specified food items. -I require design drawings, 3D models, and a fully functional vending machine prototype sample machine As my vision is quite specific, it's important that you have experience in working on similar mechatronic projects. Your expertise in robotic arm control, sensor integration, and automated assembly will be pivotal in bringing this idea to life. If you feel you have the skills and experience to make th...

Need a native Japanese translator for our long term project from English to Japanese translation. Please bid only native bidders. No agencies or firm and not allowed any google or machine translation. Budget: Depend on the quality Deadline: Asap

...Google Cybersecurity Professional Certificate | Google - View Credential Machine Learning Engineering for Production (MLOps) Specialization | - View Credential Deep Learning Specialization | - View Credential SKILLS Programming: Python, JavaScript, RUST, Golang, C, C++ Frontend Development: HTML, CSS, JavaScript, ReactJs Responsive design, Cross-browser compatibility Web performance optimization Backend Development: , Flask, RESTful API Microservices, Websockets, OAuth Nginx server management, Kubernetes, Kafka CI/CD integration Databases: RDBMS (MySQL, PostgreSQL) NoSQL (MongoDB) Query optimization, ORM/ODM (SQLAlchemy, Mongoose) Data warehousing, Distributed systems Machine Learning: Deployment Pipelines, Production management Data and Model Pipelines

I'm seeking an experienced math tutor to specifically help me with Trigonometry functions. Here's what I'm looking for: - Tutoring through online video chat. - Expert knowledge in Trigonometric ratios, Unit circle, and Trigonometric identities (the focus areas). I want to start with trig function transformations. I want to start with basics such as amplitude, period and principal axis. After that I want to to do vertical shift which will be easier once you have those basics are covered. You may start from the graph of y = sin(x), then move on step by step until reaching y = a sin(b(x - c)) + d; where a, b, c and d are real numbers. Also, provide the same progressive explanation for cosine and tangent functions Please type in "Trig Functions" So I know th...

We are seeking a Microsoft Autogen Studio expert to join our team on a freelance basis. As a Microsoft Autogen Studio expert, you will be r...for our clients. Responsibilities: Design and develop Microsoft Autogen Studio systems for a variety of use cases Train and fine-tune Microsoft Autogen Studio models Integrate Microsoft Autogen Studio systems with existing workflows Provide ongoing support to clients Qualifications: Experience with Microsoft Autogen Studio Proven ability to design and develop AI models Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please submit you...

We are seeking a CrewAI expert to join our team on a freelance basis. As a CrewAI expert, you will be responsible for designing, developing, a...responsible for designing, developing, and deploying CrewAI systems for our clients. Responsibilities: Design and develop CrewAI systems for a variety of use cases Train and fine-tune CrewAI agents Integrate CrewAI systems with existing workflows Provide ongoing support to clients Qualifications: Experience with CrewAI Proven ability to design and develop AI systems Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please submit you...

I'm seeking a beginner-level content writer who is excited to delve into the topics of Data Engineering, AI Algorithm Development, Data Analysis Methods, Data Engineering tools, Machine Learning, LLM (Languages and Learning Machines), and Modern Data architecture including Tools and Libraries. Though you'd be starting at a beginner's level, a flair for tech-related topics and a will to learn can more than compensate for any lack of depth in these specific areas. Ideal Skills: - Basic SEO content writing - Basic understanding and interest in AI & Data Engineering topics - Strong researching skills - Ability to translate complex topics into engaging content Your articles will resonate with Data Engineers, Data Analysts, and AI Professionals, assisting them in thei...

...site featuring an X Y axis for data visualization. something similar to this: But with draggable points like this: Displaying data like this: It is a user survey to capture a users response on the axis. Once they have selected their input, they will answer 3 text box questions, and add their email and click send. 1. Experience must be responsive 2. Form must have a captcha 3. All deatils must be stored in the backend as well as emailed to us. We must be able to filter responses in the backend. Key Responsibilities: - Design a visually appealing one-page WordPress site - Implement an X Y axis for data visualization - Ensure the X Y axis is responsive and functional

...developing robust deepfake detection systems capable of discerning between genuine and manipulated media. This project proposes an innovative approach towards deepfake detection, primarily targeting both audio and video formats. The cornerstone of this endeavor lies in training a sophisticated model on a comprehensive dataset comprising authentic and deepfake media samples. By leveraging advanced machine learning algorithms, the model aims to attain the ability to analyze any MP4 file provided as input and accurately classify its authenticity. Through meticulous training, the model will develop the capability to identify subtle discrepancies indicative of deepfake manipulation, thereby distinguishing between genuine and fabricated content. Key objectives of the project include ...

I am working on a research project. I need more efficiency of the model that is already trained.

Dear Freelancer Community, VRAS (Virtual Reality Advanced Simulations) is an ambitious startup pioneering the future of defense training through cutting-edge VR simulations. We're currently seeking a seasoned Senior Machine Learning Engineer to join our team and lead our efforts in integrating machine learning technology into our VR simulations. This unique opportunity offers an equity-only partnership initially to facilitate the Proof of Concept (POC) phase. During this period, the partner's contribution will be instrumental in securing further funding, already committed by an investor. Upon successful completion of the POC, we'll transition to full time position at the company and a payment structure, starting at $6,000 per month for the first year with oppor...

...to enable accurate and insightful financial forecasting. - Advanced Level of Complexity: I'm aiming for a model that goes beyond basic calculations and projections. I want it to incorporate AI and machine learning techniques, allowing for predictions that are more predictive and dynamic. - Integration with Spreadsheets: The model should be able to successfully integrate with and manipulate data from existing spreadsheets. Ideal Skills and Experience: - Data Science: A strong foundation in data science is essential for this project. - AI and Machine Learning: Experience in developing AI and machine learning models, particularly for financial forecasting, would be a significant advantage. - Spreadsheet Integration: Proficiency in working with and integrating dat...

I am in need of a seasoned software engineer with specialization in Artificial Intelligence, Machine Learning, MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and comprehensive Microsoft technologies. Preference will be given to candidates in the USA time zone. Key Details: - Main Objective: The main goal of this project is to develop a new software application. - Platforms: The application will be developed for Web, iOS and Android. Ideal Skills & Experience: - Proficient in Artificial Intelligence and Machine Learning with a proven track record in similar projects. - Expertise in MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and Microsoft technologies. - Prior experience in developing cross-platfor...

I'm in need of a soundproof box that can be placed over a small chocolate machine. This box should not just mute the noise produced by the machine but also allow a free flow of air to prevent overheating. The box should also have a minimal volume, meaning it shouldn't take up too much space. Key Requirements: - Internal storage dimensions of the box should be approximately 14x14x22. - The material of the soundproof box is not pre-determined. Your recommendation for the most appropriate and effective material is welcomed. - The soundproof box should be designed to allow a free flow of air in order to prevent overheating of the small chocolate machine or so that active cool air can be introduced. - The top should open or slide off so that ingredients can be ad...

...produce optimised schedules for my business. The primary objective of this system is to enhance operational efficiency. Key Features: - Machine Learning: The system should be based on machine learning principles. - job swap Handling: A crucial feature is the system's ability to manage and accommodate job swaps. Staff should be able to drop jobs on a schedule while maintaining the overall operational efficiency. - Optimization: An essential goal of the system is to optimize schedules, ensuring that they are efficient and well-organized for the business's needs. Ideal candidates for this project should have a strong background in AI and machine learning, specifically in the context of workforce scheduling. Experience in creating similar systems an...

...aspects of thesis writing in Data Engineering and Machine Learning. Key areas where assistance is required: - Expertise in research methodology to help shape the foundation of my thesis and guide me effectively to carry out my research. - Skilled in literature reviews for significant studies in the field, ensuring a comprehensive and well-rounded foundation for my work. - Proficiency in data collection and analysis for gaining, organizing, and interpreting vital information, contributing to my comprehensive understanding of the topic. Additionally, I need hands-on support in data engineering, so expertise in this field is highly desired. An understanding of Google clouds will also be beneficial, given the nature of my project. For Machine Learning, an in-depth study of...

I am working on a research project. I need more efficiency of the model that is already trained.

I am working on a research project. I need more efficiency of the model that is already trained.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detai...be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly b...

...syncing. - Utilize machine learning to categorize bank transactions accurately, providing reliable financial insights. - Ability to reconcile bank transactions, ensuring the accuracy of financial records. - The system should send detailed financial reports via email, keeping stakeholders informed. - Additionally, the script should be able to handle amortization schedules and other related uploads. - A feature for journal entries based on additional uploaded information, like amortization schedules, is needed. User Interface: - A user-friendly and intuitive interface is essential for this project. The system should be easy to understand and navigate for users with different levels of technical knowledge. Ideal Skills and Experience: - Extensive experience with AI and machine...

I am in need of an experienced developer to train the AI pair programming LLM. The primary functionality of this application will be to assist users in coding with intelligent code suggestions, aiming at an advanced Python level. Key Responsibilities: - Developin...Concentrating on providing intelligent code suggestions as a core feature. - Ensuring the application's capability to handle advanced level Python coding. - Create proper documentation of the code and features introduced. Ideal Skills and Experience: - Proficiency in Python, C++, SQL, and React. - Previous experience in developing intelligent coding or suggestion systems. - Deep understanding of machine learning concepts and their applications. - Familiarity with application development for coding assistance is hig...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

I am on the lookout for someone who can meticulously design a prototype for a product using CNC machines on plywood. This project requires: - The ability to create a large-sized prototype, exceeding 3 sq ft in size. - Capability to tackle moderate complexity, meaning this prototype will incorporate some intricate details. - Mastery in operating CNC machines on plywood. - Experience in prototype design will be highly beneficial. I value precision and creative problem-solving, and I'm excited to see the ideas you bring to the table.

...password recovery. You can use Firebase Authentication or other authentication services. User Profiles: Allow users to create and edit their profiles. Include features like uploading profile pictures, adding bio information, and setting preferences. Matching Algorithm: Develop a matching algorithm to suggest potential matches based on user preferences, location, interests, etc. You may consider using machine learning algorithms or predefined rules. Geolocation: Integrate geolocation services to find and display nearby users. This feature is crucial for matching users based on location. Swipe Gestures: Implement swipe gestures for users to indicate interest or pass on potential matches. This feature is central to the user experience in dating apps like Bumble. Chatting Functionali...

...to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugm...

...stock market only, and I'd like to receive these alerts directly through mobile app notifications. Key Responsibilities: - Develop a system that monitors stock market movements in real-time - Generate alerts based on predefined criteria for entry positions - Implement a interface for delivering these alerts - Ensure the system is seamless, reliable and user-friendly - Ensure the systems have machine learning to continuously get better and improve Ideal Skills and Experience: - Proven experience in building real-time trading systems and indicators - Familiarity with the IG trading platform - Strong understanding of stock market dynamics - Previous work with integration for trading alerts for buy signals - Excellent problem-solving skills and attention to detail Please no...

I had a Python application which uses a pre-trained YOLOV8 model for detecting vehicles and i got someone to train the same file for detecting ambulances with the other vehicles. However, the program...someone to train the same file for detecting ambulances with the other vehicles. However, the program is mislabeling all vehicles as ambulances now. I need a skilled Python programmer to rectify this issue. Key requirements include: - Excellent Python skills, with experience in machine learning and AI - Good understanding of how YOLOV8 works - Ability to debug and fix the mislabeling issue This job requires a meticulous eye for detail and solid troubleshooting skills. Applicants must have prior experience in machine learning and computer vision projects, particularly with ...

We are looking for a freelancer with specialized expertise in GLB format and to address minor yet critical animation issues in our avatar model. The candidate must be proficient in adjusting and synchronizing 88 animations to ensure consistent y-axis positioning and feet placement. Responsibilities: - Adjust animations to maintain consistent feet positions across all sequences. - Ensure each animation begins and ends without any shifts in the y-axis. - Standardize the start and end positions of all animations, using "idle_noncombat" as the reference point. Requirements: - Proven experience in managing and rectifying animations in GLB format using Babylon.js. - Ability to deliver adjustments in Babylon JSON data format, maintaining original file names. - Demonst...

I'm looking for a skilled writer to craft a comprehensive research paper on a topic related to Machine Learning, Business Intelligence, E-commerce, or any other suitable area. Here are the details: - Word Count: The paper should be a minimum of 50 pages. I'm looking for detailed, well-researched content. It should also have a Turnitin plagiarism score below 25% and 0% Ai. - Deadline: The paper needs to be completed within 1 month. - Citation Style: The paper should follow APA citation style. Ideal candidate for this project should have: - A strong background in Machine Learning, Business Intelligence, E-commerce, or a related field. - Exceptional research and writing skills. Previous experience in academic writing will be a plus. - Proficiency in APA citation st...

...The main objectives of the project are to automate the trading process and analyze my past order data using machine learning algorithms in order to develop a successful trading strategy. Key project requirements: - Build a Forex trading robot that can operate independently - Use my past order data to analyze and improve trading strategy - Implement machine learning algorithms to enhance the robot's trading capabilities Ideal skills and experience for this job include: - Proficiency in programming languages commonly used in trading robot development (e.g., Python, C++) - Expertise in working with Forex market data and trading platforms - Experience in creating and implementing machine learning algorithms for trading purposes - Strong understanding of automated...

I want to replace the loader-animation on this template ... ... with another logo (see uploaded file). Best would be, the logo has some 3d-animation, not only rotating on one axis. What you must deliver: - logo file - instruction how to change the loader-animation in the template

I'm looking for a seasoned data scientist with a strong background in machine learning and healthcare. The objective of this project is to analyze public health data and identify discrepancies in the patient's health records. Key project details: - We will be using public health datasets as our primary source of data. - The main focus of the project would be to identify discrepancies within the patient's health records, especially issues related to CBC reports like low RBC or WBC counts. - Create a webapp interface with ML functioning integrated. The ideal candidate should: - Have a proven record of working on machine learning projects with a healthcare application. - Be proficient in data analysis, specifically in working with public health datasets. - Demo...

Vacuum machine/ thermoforming machine 1500x1000 with ajustable frame

...patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Python, as well as a comprehensive understanding of machine lea...

...patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Python, as well as a comprehensive understanding of machine lea...

...to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugm...

...primarily be utilized for research purposes. The results should be reliable and consistent. - Image Type: The CT images to be segmented are specific to the brain. Therefore, experience with this type of image segmentation is highly desirable. Ideal Skills and Experience: - Proficiency in medical image segmentation, particularly with CT images and the brain. - Strong background in unsupervised machine learning techniques, with a focus on fuzzy-based methodologies. - Proven experience in delivering moderately accurate results for research purposes. - Ability to ensure the segmentation is in line with medical standards and practices. If you think you have the expertise required for this project, I'd love to hear from you. Please share relevant experience and your approach in...

I need an experienced specialist to configure my ESXi server, specifically focusing on storage settings and virtual machine settings. Skills and Experience Required: - Solid experience with ESXi server setup - Storage configuration skills - Familiarity with Virtual Machine settings Tasks Include: - Configure local storage on ESXi server - Set up virtual machine settings for 1-5 machines Having previously worked on similar server configuration tasks would be an added advantage.

Seeking a developer with experience in C# and SQL for a predictive artificial intelligence project. Your role will involve developing a model to predict user behavior on a vending machine, utilizing data stored in SQL Server. Proficiency in artificial intelligence is required. Please don't send a bid to later try to increase it. Will be declined.

we're currently working on a project that involves predicting stock closing prices using Python. We're in need of a website developer to create a platform for our project. The website will include features such as a login and register page. Once logged in, users should be able to select a stock from a drop-down menu (e.g., Apple, Microsoft) and make predictions. The output will be the predicted closing price (that our model predicts) for the selected stock. Additionally, we'd like to incorporate a 'favorites' feature, allowing users to bookmark stocks for quick access during future logins.

...the logs of all the users - like when they logged in , what actions they did for audit purpose. Just a view and search screen 1. Registration & Cancellation & View & Update 2. Configure Mail Communication email IDs. 3. Optional SMS functionality based on Company Radio or Yes/No selection. 4. Ensure all necessary fields from the initial idea to customer engagement are included. 5. Real time machine availability with color coding on calendar. Red: Busy - This time slot is unavailable for meetings or appointments. Amber: Tentative - This time slot might be available, but needs confirmation before booking. Green: Available - This time slot is open for meetings or appointments." 6. • Separate campaign-specific email addresses should be created for intern...

I'm looking for a skilled presentation expert who can help me create a compelling presentation focused on the Enagic Kangen Water Machine. Key Goals: - Educate viewers about the benefits of Kangen Water - Persuade viewers to purchase the Kangen Water Machine - Provide a platform to demonstrate the Kangen Water Machine Target Audience: - Potential customers - Health and wellness enthusiasts - Sales representatives Key Features to Highlight: - Alkaline water production - Antioxidant properties of the water - Multiple water ionization settings The ideal candidate should have experience in creating sales-oriented presentations, preferably for health and wellness products. Excellent communication skills and a keen understanding of consumer psychology would be a pl...

I am looking for a full stack web developer to create a Network Management System (NMS) website that can be deployed on any cloud or local hosting. Main Functionalities: 1. Loginpage login (create user/password in the backend) 2. Dashbord one - prints rows of a tab...configurable(will be configured through pop up window) , stats, logs , status 4. One of the table could have a flow table just for read only 5. THere should be back end persistent DB which saves all the data 6. THere should be method to bring down this and powered back any time Acceptance criteria 1. NDA signing 2. Web page working conditions and exceptions taken care on AWS/ local machine 4. UI page design will be approved in each stage of development 5. well written code with enough comments