Spring boot microservices example step by step in sts trabalhos

...freshness and health (greens, yellows, light pastels). • Sticky navigation bar for easy access to all pages. 2. Meal (Fruit Box) Selection Page • Features: • Display available fruit boxes, categorized by health benefits (e.g., Liver Health, Eye Health). • Option to view details of each box, including the fruits included and the health benefits. • “Add to Subscription” button for each box. • Design Elements: • Grid layout with visual cards for each fruit box. • Icons or labels indicating the targeted health benefit. 3. Customization Page • Features: • Allows users to customize their box by selecting fruits based on health goals or preferences. • Option to add extra items, like nuts, seeds, or su...

My Wordpress site is experiencing an issue with a plugin not activating. I have not made any recent changes to the themes or other plugins, and the only troubleshooting step I have taken was disabling other plugins. Skills Needed: - Wordpress troubleshooting and plugin management - Web development and coding skills - Problem-solving and analytical skills Please only apply if you have prior experience with Wordpress Plugin Development, and can demonstrate an ability to fix this issue promptly.

...should allow image swapping based on a variety of attributes (like color, size, or material etc.), although only one attribute should trigger the swap (for example, only color should trigger the swap in a product with color and size attributes). - The image swap should persist through to checkout – the swapped image should be displayed during the whole checkout process. - The plugin should be easy to share and install on other ZenCart instances. Previous Attempt: - I tried using a pre-existing plugin from ZenCart's repository, but it did not work as intended (it produced a blank Option Name Manager screen). It won't let me post a link but in ZenCart plugins, search for "Attribute image replaces main product image". Documentation: - I req...

I'm seeking a professional Sr Full stack developer to support my project next week. USA-CST house probably after 5pm. Key expertise needed includes .NET, C#, Angular, Python, and a strong grasp of multithreading, microservices, and caching technologies like Redis. Proficiency in API and web design, cloud platforms (Azure or AWS), container technologies (Docker, Kubernetes), and frontend frameworks (Angular/React) is essential. Should have experience with TDD, SQL/NoSQL databases, and a passion for mentoring and guiding teams in AI product development.

...for an experienced developer to create a set of microservices using Python Flask. These microservices will be hosted on GCP and will interact with Cloud Firestore. Key Responsibilities: - Create microservices for data processing - Handle and process text data specifically - Implement data validation and cleaning, data transformation, and data aggregation operations - Design APIs for various website services Ideal Skills: - Proficient in Python Flask - Extensive experience with GCP and Cloud Firestore - Strong understanding of microservices architecture - Excellent data processing capabilities - Familiarity with text data handling - Able to design efficient APIs Bonus Skills: - Experience with Flutter for front-end development - Knowledge in c...

...for Project Details: * Scope: We'll be providing you the raw footages and everything will be instructed to you as per our clients need * Timeline: Every project have to be delivered within 3 days, for long projects maximum 7 days Required Skills: * Adobe Premiere Pro, Da Vinci resolve After Effects, Final Cut Pro, color grading, sound design * Minimum 2 years of experience in video editing, expertise in audio and colour mixing, animation, or motion graphics About Us: "DigiServe" Your Global Digital Solution Connect with Top-Tier Freelancers and clients, Globally. Looking for a reliable partner to bring your digital vision to life? DigiServe bridges the gap between exceptional talent and affordable solutions. We connect you with skilled freel...

...Database Integration: Work with NoSQL and MySQL databases to store and retrieve data seamlessly. Microservices Architecture: Implement a microservices architecture to ensure scalability and maintainability. AI Integration: Integrate various AI models into the backend to enable intelligent functionalities. Performance Optimization: Optimize API performance and response times. Security: Implement robust security measures to protect user data and application integrity. Required Skills and Experience: -Strong proficiency in Python programming language -In-depth knowledge of RESTful API design and development -Experience with NoSQL (e.g., MongoDB) and MySQL databases -Understanding of microservices architecture -Familiarity with AI and machine learning...

...maintaining and enhancing web-based enterprise Java applications in an “agile-ish” environment. This role calls for a strong desire to continually expand your knowledge and embrace the principles of continuous improvement. You'll be encouraged to learn new technologies and play a pivotal role in revitalizing older applications, ensuring they meet the standards of high quality and innovation that we take pride in delivering.  Requirements At least 3 years of experience building web applications or server-based applications  Must be legally authorized to work in the US without current or future need for a visa sponsorship  Working knowledge of source control (Git, SVN, TFS, etc.)  Experience with web-based Java technologies,...

...build a high-performance, scalable website that hosts a large number of videos without compromising speed or user experience. The ideal candidate will have a strong background in modern web development technologies and a proven track record in optimizing video delivery for web platforms. --- Project Overview: Our goal is to create a user-friendly website that can efficiently handle and deliver a vast library of video content. The website should: - Load quickly, regardless of the number of videos. - Provide smooth and adaptive video playback across all devices and network conditions. - Be scalable to accommodate growth in content and user base. - Ensure security and privacy of content and user data. --- Responsibilities: 1. Frontend Development: - Develop ...

I am looking for an experienced person in Hosting my Spring Boot and Angular Application in Hostinger. I have already moved the projects to the server. But when I open the Domain the page is not opening. So I need an experienced professional to identify the issue and fix it. It's an urgent task so kindly Bid only if you have the potential to do the work. You'll get a Positive feedback and a 5 star rating. Start your Bid with Hostinger Issue

I'm looking for a talented artist to create a realistic painting of my partner's childhood home based on provided pictures. Key Elements: - The style of the painting should be realistic - The setting is a house in Spring, during the morning - The scene should include trees The artist should be able to deliver a high-quality piece that brings this scene to life. The painting should be medium-sized, between 16x20 and 24x36 inches.

A person with experience in programming custom solutions in WooCommerce and WordPress is required. The task is to develop a calculation system similar to the example. The functionality should be the same as in the "Blinds" category. Link to the site (Blinds category): We have not yet decided on the website's theme, and we would like to hear from the developer which option would be easier for them. We have two choices: use the ready-made Shoptimizer theme or build everything from scratch on a blank WordPress with default WooCommerce templates. The developer should inform us which option suits them better. Categories and subcategories will be practically identical to the example site. The main task is to be able to add a product with pa...

I'm seeking a talented videographer to create three step-by-step tutorial videos showcasing the application of different types of nail extensions. These include acrylic nail extensions, hard gel nail extensions, and builder in a bottle nails. Requirements: - The videos should feature a white female applying the nails to a female model. - No commentary is needed in the videos. - The videos should be in MP4 format. - The setting should be a home setup, not a salon or neutral background. - There should be no background music, just the sounds of the application process. Ideal Skills: - Videography - Video editing - Experience in creating tutorial videos - Knowledge of nail application process is a plus

American English VOICE OVER by 4 person

Full-Stack Development Plan for Hi-Lo Telegram Game Frontend Development (UI & Game Interface in Telegram Mini App) Since the game will be deployed as a Telegram Mini App, the frontend needs to be streamlined, mobile-friendly, and optimized for Telegram’s ecosystem. Core Technologies: -HTML5 & CSS3 - For structuring and styling, ensuring responsive design within the Telegram app. -JavaScript & TypeScript - For all interactive and game-related logic on the client side, ensuring robust user interactions within the Telegram environment. -Telegram Web Apps API - Allows the game to access Telegram-specific features (e.g., authentication, notifications), managing user sessions seamlessly. UI/UX Optimization: -Mobile-first design - Optimized for small screens, intuitiv...

I'm seeking a skilled professional to help enhance our brand visibility and generate quality leads for our real estate consultancy firm and development company. Key Responsibilities: - Util...brand awareness. - Implementing SEO and content marketing strategies to further boost our online presence and reach potential clients. - Generating leads that could potentially convert into clients. Ideal Candidate: - Proven experience in lead generation, specifically in the real estate sector. - Proficient in social media marketing, SEO and content marketing. - Exceptional understanding of Facebook and Instagram platforms. - Strong ability to create engaging content that can attract and retain audience's attention. Your expertise will play a crucial role in ...

I'm in need of a talented designer to create engaging paper craft templates intended for children aged 3-12. These templates will be used for a series of printable worksheets. Key Requirements: - Designing paper craft templates that are safe and easy for young children to understand and create. - Incorporating fun and educational elements into the crafts to both entertain and educate. - Delivering the templates in a high-quality, printable format. - Providing clear, step-by-step instructions with images to guide children through the crafting process. - Including a list of required materials and tools needed for each craft. - Designing templates with varying levels of complexity to cater to the different age groups within the 3-12 range. Ideal Skill...

Web Application project in Angular + Node.JS In the digital event space, engagement has become essential for effective communication, whether in conferences, webinars, Q&As, or team meetings. This project will create a web application designed to mimic and enhance Slido-like functionalities, enabling presenters and participants to interact in real time through live polls, Q&A, and upvoting. Key Features User Registration and Login Secure registration and social login options streamline user access, allowing users to create or join events and save settings. Event Creation and Customization Users can create events with unique codes and customize branding elements like logos and colors, which offers consistency and promotes organizational identity. Liv...

Project Progress Update: 70% Completed Development Document: Frontend, Backend, and Admin Panel The current project is approximately 70% complete, including the development of scheduled tasks, enterprise features, and proxy functionality. However, these modules have not yet fully met expectations. The next step is to perform fixes and optimizations to ensure they meet the requirements outlined in the documentation. Table of Contents Overview General Requirements Frontend Development Requirements Menu Click Limitation Copy and Debugging Protection Multilingual Support [2] Membership Plan Selection Interface Agent Page [6] Backend Development Requirements Software Update System Invitation System [4] Membership Pricing and Plan Modification Agent Membership Funct...

I'm in need of a skilled data cleaning and visualization expert to turn some data that is constantly being given/updated, cleaning it through powerquery, then putting it into bar graphs/line graphs/pie charts from that power query data into tableau. Ideal Skills and Experience: - Proficiency in data visualization tools -Proficiency in PowerQuery and excel - Experience with creating bar graphs - Ability to interpret and present data compellingly. Really my boss gave me a little bit of the data that we receive, and I have pictures of what some of the tableau he made (bar graphs, pie charts, etc.). And he told me wants me to learn how turn the original data into the final data with each step in powerquery, and then learn how to put that into the graph...

PsychoPY Introduction: In this assignment, we will continue the experiment we created earlier. However, instead of performing a lexical decision task in English between words and pseudowords, we will create three different versions of the experiment: 1. A version in which we make a lexical decision in English (“Is X a word in English?”), 2. A version in French (“Is X a word in French?”), 3. A bilingual version in which participants are given a cue at the beginning of each trial indicating the language for which they are to make the decision. To do this, you will need to: Step 1: Modify the stimulus set • Replace the nonwords with 30 French words that are not cognates between French and English (e.g....

Job Description: We’re seeking a skilled Backend Engineer to develop a web API for a GenAI web application. The ideal candidate should have a strong foundation in Python, experience with vector databases, and a solid understanding of LLMs. Knowledge of prompt engineering and LLM optimization for embeddings and inference is essential. A cloud-first mindset is required to ensure the application is both cost-effective and scalable. ​ Core Skills: Proficient in Python and frameworks such as Flask, Django, LlamaIndex, and LangChain. Experience with vector databases (in-memory and persistent). Familiarity with LLMs, including their best use cases (e.g., embeddings vs. inference) and optimization for accuracy, speed, and cost. Understanding of prompt engineering ...

Job Description: We’re seeking a skilled Backend Engineer to develop a web API for a GenAI web application. The ideal candidate should have a strong foundation in Python, experience with vector databases, and a solid understanding of LLMs. Knowledge of prompt engineering and LLM optimization for embeddings and inference is essential. A cloud-first mindset is required to ensure the application is both cost-effective and scalable. ​ Core Skills: Proficient in Python and frameworks such as Flask, Django, LlamaIndex, and LangChain. Experience with vector databases (in-memory and persistent). Familiarity with LLMs, including their best use cases (e.g., embeddings vs. inference) and optimization for accuracy, speed, and cost. Understanding of prompt engineering ...

...recruiter to help fill 5 immediate positions in India. This is a 100% remote, commission-based opportunity, offers the potential to earn up to Rs. 20,000 per position.. Ideal for those looking for flexible, independent work while leveraging their recruiting skills. Key Responsibilities: - Identify and recruit candidates for non-IT Sales, IT Sales, Marketing, Proposal Writing, and Social Media positions. - Utilize their existing job boards and other resources to source the candidates. - Evaluate candidates based on their experience, specific skills, and educational background. Key Criteria for Candidates: - Years of experience in related roles. - Specific skills related to sales and marketing. - Educational background that supports a career in sales. - Mumbai based...

...needs to be in PNG file format with 72 ppi. I believe the size is B1 poster overlie this text on the poster Title: The Modern Mainframe Bold and large, the title should be the focal point of the poster. ________________________________________ Subtitle/Tagline: ISQA 4000-02. ________________________________________ Class Description: Discover how mainframe technology continues to drive critical business functions in the digital age. Learn about modern innovations, security enhancements, and the future of enterprise IT infrastructure. ________________________________________ Key Topics Covered: • Mainframe Evolution: Past to Present • Creating Microservices from Monoliths • High-Performance Computing &...

I need assistance with configuring AnyDesk on my Ubuntu 24.04 system. The 'Unlock Security Settings' button is currently inaccessible, preventing me from adjusting necessary settings. As AnyDesk is not configure, you would need guide me step by step.

...business plan tailored to client's specific goals. Market Analysis: Conduct in-depth research to understand market trends, competitors, and target audience. Financial Projections: Develop detailed financial forecasts including revenue, expenses, and profit margins. Strategic Planning: Outline clear strategies for growth, marketing, and operations. Execution Timeline: Establish a timeline with key milestones and deliverables. Risk Assessment: Identify potential risks and create mitigation strategies. Review and Feedback: Provide ongoing revisions and support based on client feedback. Full Description: Our project aims to create a strategic business plan that will drive your business toward success and growth. We begin by understanding your unique goals and objec...

I'm seeking a computer science tutor to help me prepare for exams in Purdue 159, with a specific focus on algorithms. Tutoring sessions should be conducted online. The tutoring sessions will be held on weekends. The tutoring sessions will be 1 hour long and held once a week. The tutoring will cover a basic understanding of algorithms and key concepts. Preferred teaching method is step-by-step explanations. The tutor should have a university affiliation. The tutoring sessions will be conducted on any. The tutoring sessions will be conducted on Google Meet. The tutoring will include online resources as study materials. The tutoring will include practice exams for better preparation.

...will have a strong background in medical writing and the ability to analyze and synthesize complex information into a clear, well-structured document. Familiarity with academic standards and the ability to conduct thorough literature reviews are essential. If you have a passion for medical research and excellent writing skills, we would love to hear from you. Step 1. Describe a clinical case study (for instance ''is dehydration in elderly patients associated with increased risk for urinary tract infections?) Format should be in the PICO format (patient, intervention, comparison and outcome) Step 2. Describe search strategy ((Cochrane Library, PubMed etc.) usage of mesh-terms and combinations, dates, results and flowchart with references of ...

I'm in need of a CMS-based web system for event registration. Key Features: - Event details capture including organization, registrant, dates, time, URL, e-flyer, and description. - User profiles for organization managers and event registrants. - Public event viewing page with filters for organizations, date, and event description. User Requirements: - Individuals with a valid email and password can register events for their organization. - Multiple users can be linked to a single organization, and one user can belong to multiple organizations. Technologies: - The system should be developed using a Content Management System (CMS). - It needs to integrate with our existing email and password-based two-step authentication system. Ideal Skills: - Proficiency in ...

Type: Project-Based Contract About the Role We are seeking a Senior DevOps Engineer with Azure expertise to lead the infrastructure for an AI-driven data ...involves building a scalable, secure system using AI, Speech-to-Text (STT), and advanced reporting. Key Responsibilities Azure Infrastructure: Design and deploy scalable infrastructure. Containerization: Manage microservices with Docker/Kubernetes. CI/CD Pipelines: Establish Azure DevOps CI/CD. Automation: Use Terraform, Ansible, or ARM templates. Monitoring: Set up Azure Monitor, Log Analytics, ELK. Security: Ensure compliance with Azure security protocols. Qualifications 5+ years in DevOps, focused on Azure. Expertise in Docker, Kubernetes, CI/CD, and IaC tools. Strong skills in monitoring, ...

I'm seeking a skilled professional with experience in STM32 microcontrollers. I have a STM32F103, but if you have reasons to use a different one I'm open to suggestions. The project involves transmitting and receiving signals, a display and some controls. The Rx/Tx part must have connections and impedances for most common connectors and for electric/magnetic probes. So one part would be designing the circuit(or rather the peripherals) and another to program the controller. Please state how much would you like to do for a first step and the price.

...message (e.g., "Welcome to [company name]'s customer service center"). System: Requests the customer's ID number (NDI). Example: "Please enter your identification number using the phone keypad." System: Validates the ID number: If correct: A personalized welcome is given with the customer’s name ("Welcome, [customer name]"). If incorrect: Requests the customer to re-enter the number or transfers them to an agent for assistance. System: Queues the call based on the customer's priority level. High-priority customers are placed at the front of the queue. System: While the customer is in the queue: Informs them of their place in the queue (e.g., "You are number [X] in line"). Provides an estimated ...

I'm in need of a minimalistic web-based dashboard that can display all transactions associated with a specific Ethereum token when its address is inputted. The dashboard should be able to track: - Date and time of transaction - Token amount - USD equivalent at time of transaction - Price at time of transaction - Buy or Sell status - Wallet involved in the transaction - Profit and Loss (PNL) Additionally, the dashboard should log transactions related to adding and deleting tokens by the project creators. It should look like the table . You need to offer low-cost api to ensure the viability of the project.  Ideal Skills: - Proficient in web development - Experienced in designing minimalistic UIs - Knowledgeable about Ethereum and token tr...

I'm looking for a skilled AI developer to create a custom chatbot that will assist users in troubleshooting car dashboard issues. The bot should be capable of providing: - Step-by-step guidance on problem solving - Responses in text, images, and videos - Advanced interactive capabilities to diagnose problems The ideal candidate for this project should have extensive experience in AI development, particularly in creating interactive chatbots. A background in automotive technology would be a significant advantage. The chatbot should be able to keep users engaged while providing accurate and helpful troubleshooting advice. The chatbot should be compatible with both mobile and web platforms. The chatbot should support English onl...

I need a freelancer experienced with MATLAB and the DMAS algorithm for image reconstruction from scattering parameters. Key Responsibilities: - Utilize my complete MATLAB script for processing simulated data - Conduct image reconstruction from provided scattering parameters - Return the reconstructed images Ideal Skills: - Proficient in MATLAB - Familiar with DMAS algorithm - Experience in image reconstruction from scattering parameters - Ability to interpret and process simulated data

...looking for an experienced Python developer with strong proficiency in **Typer**, **FastAPI**, and **microservices architectures** to create a command-line tool. This tool will generate Dockerized **FastAPI** services based on **API definitions in JSON schemas**, using **Mako templates** to translate these schemas into **Pydantic models** that adhere to REST principles. **Important:** To fully understand the project requirements, please watch [this video on microservices architecture](), particularly the section discussing **flow architecture**, **API definitions**, and **resource-oriented design**. The generated FastAPI microservices must follow the REST architectural style as outlined in the video. ### Project Requirements: - **Develop a Typ...

Project Description: I am seeking a complete solution to develop an AI-powered service where users can engage in conversational interactions in Spanish, receiving responses based on my insights and expertise. The project includes a subscription feature for exclusive access. I have over 40 hours of video content across platforms like Facebook, YouTube, and personal recordings, which can be used for this system. I need a team to handle transcription, AI model customization, user interface, and subscription setup. Key Project Requirements: 1. Video Transcription (Spanish): Extract and transcribe over 40 hours of Spanish-language content from platforms like Facebook, YouTube, and personal recordings. Transcriptions must accurately reflect my voice and style. 2. AI Model Devel...

1. Project Overview Project Name: Non-Face-to-Face Dating Web Service Screen Design Project Description: A non-face-to-face dating service featuring a 6 vs. 6 male and female setup where the dating process progresses step-by-step via a web page. The objective is to design a UI/UX for a mobile web-based service that facilitates easy and effective management of the entire non-face-to-face dating process. 2. Scope of Work Design: Mobile-responsive web screen design (using Figma) Publishing: Web publishing using HTML/CSS/JavaScript 3. Detailed Work Requirements 1)Service Screen Design Design Direction: Like the attached reference design, use a white background with the logo color (#8fdece) as the accent color to create a clean and intuitive design. Accent Color: Utili...

Please create a detailed step-by-step tutorial to create a simple Blender parent-child animation of an arm with 3 objects and 3 joints. Center and animate all joints, and export all to Roblox. Create a click-button event to begin and end the animation in Roblox. Include all coding/scripts needed. The default "Roblox guy" will click the button to toggle events. Use screenshots highlighting what has changed and describe all lift-right menu clicks and shortcut keys. Write for the complete beginner

I'm in need of a minimalistic web-based dashboard that can display all transactions associated with a specific Ethereum token when its address is inputted. The dashboard should be able to track: - Date and time of transaction - Token amount - USD equivalent at time of transaction - Price at time of transaction - Buy or Sell status - Wallet involved in the transaction - Profit and Loss (PNL) Additionally, the dashboard should log transactions related to adding and deleting tokens by the project creators. It should look like the table . You need to offer low-cost api to ensure the viability of the project.  Ideal Skills: - Proficient in web development - Experienced in designing minimalistic UIs - Knowledgeable about Ethereum and token tr...

...Project to be done in teams of maximum 3 students, minimum 2. Submit the solution online via the Moodle website of the course. Accepted format: pdf, jpeg, jpg. You are required to submit the complete solution of your project with explanation when needed. No need for a cover page, but make sure your name and your partner’s names are clearly indicated on the first page. No question will be answered on the project. It is your responsibility to seek the information based on what is given. Context: In this project, you will be asked to work on mechanical vibration in a system made of a circular disk attached at the end of a shaft, both shaft and disk inside a medium providing a damping proportional to the angular velocity. The system can be modelled b...

Email notification when a new assignment has been posted to all users on the site Email notification to the end-user when a freelancer comments, accepts or assignment awarded 2 Step verification email notification - User Registration SEO optimization and Email Subscription Improve Website Responsive to mobile version - improve For Sale page and Assignment page Validate Contact Form to verify whether the email address is correct and add a subject field Admin create an assignment, post it and post products to sell on the guest page.

...developer with strong proficiency in **FastAPI** and **microservices architectures** to help us fix and optimize an existing **FastAPI mock server**. The server is currently designed to handle mock services, but it needs improvements to better support a microservices-based web application environment. ### Project Requirements: - **Fix the existing FastAPI mock server**: You'll be tasked with reviewing the current implementation, resolving issues, and making sure the mock server dynamically generates routes based on a YAML configuration. - **Enhance compatibility with microservices**: The server should effectively simulate microservices interactions, which our frontend team will use to develop their web applications. ### Key Skills: - **Strong ...

I'm in need of a minimalistic web-based dashboard that can display all transactions associated with a specific Ethereum token when its address is inputted. The dashboard should be able to track: - Date and time of transaction - Token amount - USD equivalent at time of transaction - Price at time of transaction - Buy or Sell status - Wallet involved in the transaction - Profit and Loss (PNL) Additionally, the dashboard should log transactions related to adding and deleting tokens by the project creators. It should look like the table . You need to offer low-cost api to ensure the viability of the project.  Ideal Skills: - Proficient in web development - Experienced in designing minimalistic UIs - Knowledgeable about Ethereum and token tr...

...orders manually, it is crucial that the store displays product details and various customization options. I need done in 24 hours. There are 3 product styles: text only, image and text, or logo and text. Below are the links to the product images (I will be ordering it from that etsy provider) Key Features: - Showcase of physical products - Customization options including personalized text and custom images

...through the usual ServiceNow status “New Request”, “In Progress”, “Issues”, “Resolved”, “Finished”. The service we “FDS” offer is the logistics side of the operation. We move the laptops all over the world and we also retrieve them. We want to demonstrate how our API can be a part of this flow. I.T have configured the Laptop then they click “Dispatch”. They enter the destination of the laptop and we do the rest. Our API allows them to see our workflow “New Request”, “In Progress”, “Issues”, “Resolved”, and “Finished”. The communications between these two departments will also relate to HR requesting that the Laptops be retrieved...

...Since I will be offering bootcamps (group classes not individual tutoring sessions) I would like for the tab to say "Register" and they will see an option for different dates for the bootcamp classes and prices. My plan was to offer a sample bootcamp class - the first one for free then offer them the chance to sign up for a package deal (for more classes). So we would market the free bootcamp to draw in people to register. 2. I will be the only teacher for now until I can hire more people to join the team (that'll happen when the business starts generating income) at which point, I can offer one on one coaching. 3. I want to be able to teach large groups of students at the same time.................but when the students join the live review sessions they will fee...

...involve: - Testing different optimizers (e.g. SGD) and analyzing its impact on both training and testing performance. - Modifying the learning rate and seeing its effect, and also experimenting with a learning rate scheduler (e.g the Step LR scheduler) and assessing effects on the training process and test outcomes. - Adjusting the number of epochs and batch size, then evaluating their influence on both training and testing. - Applying one strategy of data augmentation and reporting their effects on model performance. The ideal candidate will be proficient in Pytorch with a strong understanding of CNNs and hyperparameter tuning. Prior experience with model optimization, particularly with the SGD optimizer and other optimizers, is highly desirable. The successful freelanc...