Machine Learning Projects

Apply for the Mirrorfy Creator Program

Hello you WONDERFUL creators, Here at Mirrorfy, we believe that attention is currency, and content is the engine that drives it. In today’s business world, content is king—and creators are rewriting the rules. That's why we're starting the Mirrorfy Creator Program because we know how valuable creators are in today's economy. Company/Program Information: Mirrorfy is building an AI social product that lets you share every micro-moment with your AI friends. We stripped away the friction. No taking photos, no editing, no writing captions. Just point your camera at the world and talk. It’s the easiest way to capture the texture of your daily life. We're looking to bring on and train motivated creators to join the team to help grow the company Who we're looking for: Motivated, self-starter, and curious to dive deep into content creation Someone who constantly innovates Fun, extroverted, creative personality Not afraid to be in front of a camera Chronically online on Instagram and TikTok Commitment: 5-7 videos/week (3-5 hrs per week) for dedicated Mirrorfy-related content One 30-minute weekly team call at a time convenient for you. Here's what you get: $15/video ($75 - $105 per week) + bonuses (based on views and performance) Work closely with me and the leadership team to learn the skills necessary to make viral content consistently

opportunity

English-Speaking Telemarketing Specialist (UK Market)

English-Speaking Telemarketing Specialist (UK Market) We are looking for an experienced, English-speaking telemarketing professional with a proven ability to speak confidently and professionally with UK business owners. The initial role involves calling existing customers during UK business hours to check in on their experience with our products, ensure they are getting value, and identify opportunities to introduce additional services where appropriate. The starting commitment is 2 hours per day, with scope to increase hours and responsibilities as performance and confidence grow. In parallel, we are building both remote and field-based teams. Part of this role will include contacting applicants for new positions and coordinating follow-up emails containing further role information. We provide a comprehensive online training programme covering our products and internal processes, so you must be motivated to learn and develop your skills. This role is well suited to someone who: Has experience speaking with UK business owners Is confident, articulate, and professional on the phone Is organised and reliable Is open to long-term growth and additional opportunities How to apply: Please send a voice note introducing yourself. Include: A brief overview of your relevant experience Your professional goals Your availability and potential start date Strong performers will have access to additional hours and expanded opportunities as the team grows. Earning expectations. Proactiv Team

Driving School

# Driving School Logo Description The driving school logo features a dynamic and modern design, symbolizing the journey of learning to drive with confidence and safety. At its center, a sleek, stylized car silhouette conveys motion and progress. The car is flanked by two parallel lines, representing a road, which also forms the initials of the driving school's name, giving it a personalized touch. The color scheme is a blend of calming blues and vibrant greens, suggesting both reliability and growth. These colors are thoughtfully chosen to evoke a sense of trust and optimism. The typography is bold yet approachable, ensuring the name of the school is easily legible and memorable. Overall, the logo captures the essence of a driving school committed to guiding students towards becoming skilled and responsible drivers.

Part-time customer service and general admin

This role is focused on accuracy, consistency, and follow-through. It is not a sales role and not a creative role. It is for someone who enjoys structure, clear processes, and doing things properly every time. If you get bored easily, dislike repetition, or prefer to “do things your own way,” this role is not suitable. ⸻ What you’ll be responsible for You will be the front line of customer support and backend admin operations, including: • Managing customer enquiries via Gorgias (email and tickets) • Responding to customers using approved macros and brand tone • Processing returns, exchanges, replacements, and refunds • Managing the returns system end-to-end • Updating and managing orders inside Shopify • Creating replacement orders and handling order adjustments • Data entry and record updates • Tagging, categorising, and documenting issues correctly • Escalating issues appropriately when needed • Following customer service and admin SOPs exactly Accuracy, clarity, and consistency are critical in this role. ⸻ This role is ideal for someone who: • Communicates clearly, calmly, and professionally • Enjoys repetitive, process-driven work • Is highly detail-oriented and organised • Follows instructions and SOPs exactly • Works steadily and reliably without rushing • Can work independently once trained • Takes pride in doing things properly ⸻ This role is NOT suitable if you: • Get bored easily • Dislike repetitive tasks • Rush and fix mistakes later • Need constant supervision or reassurance • Like to improvise instead of following process • Struggle with accuracy or follow-through ⸻ Our standards (important) • Accuracy comes first • No guessing — ever • Follow processes exactly • Escalate rather than assume • Clear, respectful communication matters • One task at a time, done properly ⸻ Tools you’ll work with • Gorgias (customer service platform) • Shopify (orders, customers, admin) • Returns management systems • Google Workspace (Docs, Sheets, Gmail) Experience with these tools is helpful but not required if you are highly process-driven and willing to learn. ⸻ How to apply Please include: 1. A short paragraph explaining why this type of structured, repetitive work suits you 2. Your availability 3. Any experience you have with customer service platforms (if applicable) Applications that do not follow these instructions will not be considered.

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Remote Airbnb / Serviced Accommodation Property Manager

Overview We are a UK-based property management company expanding into serviced accommodation (Airbnb-style short-term rentals). This is an exciting opportunity for an experienced virtual assistant or property manager to take full operational control of a growing portfolio — starting in the UK and eventually expanding internationally. You’ll be joining at the ground floor of a brand-new division backed by an established property company. We’re looking for someone who can manage listings, guests, cleaners, and pricing with confidence and initiative — and grow with us as the business scales. Role Summary You’ll be responsible for the full day-to-day operations of our serviced accommodation properties, ensuring a smooth guest experience and excellent performance across all platforms. Key Responsibilities -Set up and manage listings on Airbnb, Booking.com, Expedia, VRBO, and others -Communicate with guests before, during, and after each stay -Coordinate cleaning and maintenance teams for turnarounds and issues -Manage calendars and implement dynamic pricing strategies -Monitor reviews and guest ratings; respond promptly and professionally -Liaise with landlords, contractors, and internal teams as required -Provide simple daily updates via WhatsApp, voice notes, or email You’ll receive all the media and property descriptions from us — your role is to upload, manage, and run each property like it’s your own. What We're Looking For We want someone with solid experience managing short-term rentals or serviced accommodation. -You should be confident using common tools in the industry, great with communication, and comfortable taking ownership. Excellent written and spoken English is essential. You’ll need to be independent and able to work without micromanagement, but still collaborative and proactive with updates. Experience with tools like Hospitable, Guesty, Hostaway, PriceLabs, or similar platforms is preferred — but not required if you learn quickly and can recommend strong alternatives. Compensation We offer a hybrid model that reflects performance and long-term potential: -Monthly retainer to cover availability and setup -Percentage of monthly revenue for each property you manage P-erformance bonuses tied to 5-star reviews and occupancy rates This role is starting part-time but is designed to grow with you. As the portfolio expands, so will your income — and we fully expect the right candidate to eventually lead a team. Ideal Candidate -1+ year of serviced accommodation or Airbnb experience -Great written English and confident with guest messaging -Comfortable using or learning property management systems -Strong attention to detail and problem-solving mindset -Available for flexible working hours with emergency support if needed -Eager to grow with a brand-new division and make it your own If you're excited by the idea of helping launch and lead a serviced accommodation business — with real autonomy and room to grow — we’d love to hear from you. Apply now and let us know: -A bit about your experience with short-term rentals -Your availability (including time zone) -Any tools or platforms you’ve worked with

Part-Time Remote Procurement & Admin Support Specialist

We are a fast-growing, international business with interests across customer care, human resources, super-yacht operations, charter & sales brokerage, property development, and investment activities throughout America We are looking for a commercially minded, self-motivated individual to support our procurement and administrative operations. This is a remote, part-time role, ideal for someone who is organized, detail-oriented, and comfortable working independently in a fast-paced environment. You will be joining a friendly and collaborative finance and administration team that values initiative, problem-solving, and a proactive attitude. Key Responsibilities Research product ranges, pricing, and sales data to support purchasing decisions Maintain and update internal databases with accurate information Track purchase orders and follow up on deliveries with suppliers Communicate with suppliers and assist with product demonstrations Maintain project registers and prepare internal reports Collaborate with team members to recommend solutions and alternative supply options Support additional administrative and basic accounts tasks as required Required Skills & Experience Strong attention to detail and organizational skills Ability to work independently and manage tasks efficiently Clear written and verbal communication skills Positive, solution-focused attitude Proficiency in Microsoft Office (Excel experience is an advantage) Interest in procurement, finance, or administrative work Willingness to learn (paid training provided) What We Offer Fully remote, flexible working hours Paid training and ongoing support Opportunity for long-term collaboration and career growth Work with a friendly, international team

Motion Graphics Designer for YouTube Explainer Channel

We’re looking for a highly creative motion graphics designer / video editor to join our YouTube channel. This isn’t a generic editing gig… we need someone with strong design instincts (ideally with a graphic design background) who can bring a voiceover to life using humor, basic animation, and creative transitions. This is a team-based role, so you’ll need to follow detailed brand guidelines to keep every video visually consistent… even with multiple editors involved. Videos will be similar to this channel. Please make sure you are ok with the subject matter before applying. https://www.youtube.com/@SimplePaintOfficial What You’ll Be Doing: * Edit 1 video per week (10–12 minutes) * Generate custom imagery using AI tools * Animate scenes in After Effects that enhance the narration * Follow a detailed brand style guide for characters, props, backgrounds, and pacing. * Work from a voiceover + written script. You Must Be: * Proficient in After Effects and Photoshop * Comfortable using (or learning) AI art tools * A strong visual storyteller with good design instincts (Graphic design background preferred). * Precise and consistent with styling and timing This is a long-term collaboration with a solid, structured payment model and weekly video output. We're building a creative team… so if you love storytelling through motion design, we want to hear from you. Please do not apply unless you have the relevant skills and access to the relevant software. Applications without a cover letter will not be considered. Please answer the following questions: 1. Which YouTube channels have you edited for in the past? (if any). Please attach 2–3 portfolio samples that show both your editing and visual design work. 2. Would you be able to consistently produce 1 high quality video per week and prioritise this project? Essentially this is a full time job. 3. This job has a fixed price per video. On average, how much would you charge for a 10 minute video? 4. Which AI image generating platforms do you have paid access to? (Eg: Midjourney, Gemini, ChatGPT)

Game Layout Artists to visual facelift a card game prototype

I am seeking a Dextrous-proficient designer (or an experienced board game enthusiast with high-end aesthetic taste) to provide a professional visual facelift for a deck of training cards. The deck is aimed to be used as an exercise for process improvement and project management trainings. The project is currently in a "Functional Prototype" stage. All logic, mechanics, images, and text have been finalized within Dextrous. However, the current layout uses basic rectangular text zones, standard borders, and lacks the "premium aesthetic" required to engage training participants. I am NOT looking for image generation, content writing, or game mechanical changes. I need you to take the existing amateurish "raw" content and make it look elegant, sophisticated and professional. Specific Requirements: - Dextrous Expertise: You must be comfortable working within the Dextrous.com layout engine (managing layers, style inheritance, and dynamic text). - The "Board Game" Eye: You don’t need a degree in design, but you must understand what makes a "good-looking" card. You should have experience playing or handling modern, high-quality board games (e.g., Everdell, Scythe, Love Letter, Berserk, Libertalia or high-end TCGs). - Managing Density: These cards are text-heavy by design. The challenge is to make/keep this text readable and inviting without cutting a single word. This is an educational tool, not a commercial product. - Discretion & Confidentiality: The content of these cards represents internal corporate training methodology and specific process "pain points." As a requirement, the successful candidate must exercise absolute discretion. This means the specific text, data, and internal terminology used in the deck must be treated as confidential and may not be shared, reproduced, or featured in public portfolios or case studies without explicit written consent. Key Deliverable: template modernization. Redesign the base Layout of the 2 most common cards in Dextrous. With your skills it shouldn't take more than an hour. Maybe another hour to fully grasp the concept and to do some follow up changes This is a non-commercial, educational project aimed at improving the way professionals learn to solve problems. If you love board game design and have a "minimalist/pro" style, this is a clean, structured project with all content ready to go.

opportunity

MERN Developer

We are looking for a senior developer to help us finalise and consolidate a number of projects which are 75% complete. We expect this to be an ongoing, monthly paid role and so the budget is on that basis. We have a legacy system that, whilst functional, is outdated and needs the functionality migrating/replicating in our new environment. The work will include refactoring, adding routes and connecting multiple interfaces to complete the job. You will need to have an understanding of complex data structures to ensure that migration and CRUD functionality is accurate to serve various interactions of the project. Lastly, the platform has a companion application that is built and compiled in EXPO. This will need attaching to the new migration, rebuilding and deploying to the stores appropriately. Therefore the following experience is necessary **Key Responsibilities:** - Develop new features and enhance existing functionality for our directory website using the MERN stack (MongoDB, Express.js, React.js, Node.js, Next.js). - Utilise trunk-based development practices to ensure smooth and timely integration of code into the main branch. - Work collaboratively with other developers to resolve conflicts and merge changes efficiently. - Perform regular performance and bug-fixing tasks to ensure optimal website performance. - Write clean, maintainable, and efficient code, following best practices and industry standards. - Participate in code reviews to maintain code quality and provide constructive feedback. - Continuously improve and upgrade the software to keep up with the latest advancements in technology. **Required Skills and Experience:** - Proven experience as a MERN Stack Developer. - Strong understanding of trunk-based development and its best practices. - Prior experience working in an agile environment with regular sprints. - Proficiency in MongoDB, Express.js, React.js, and Node.js. - MUST MUST be proficient with Docker and build architectures. - Familiarity with version control systems, particularly Github and Github Actions. - Excellent problem-solving skills and attention to detail. - Strong communication skills and the ability to work collaboratively in a team environment. - Ability to manage multiple tasks and deadlines effectively. **Nice to Have:** - Experience with DevOps practices and tools. - Knowledge of serverless architecture and cloud platforms. - Familiarity with continuous integration and continuous deployment (CI/CD) pipelines. - Typescript experience. If you're after a easy going developer role where there's more work then we can get through then please let me know. No agencies and please only apply if you're used to throwing code out from ticket reference branches - we want to be pushing/building multiple times a day in some situations. Please please please do not apply if you're a junior or mid dev - this requires an individual to undergo a steep learning curve and drive the migration to finalisation. Also - the individual needs to work on the project full time until complete - this is not something that can be done in an hour a day.

Data Annual Form 10-k

Overview Accountants must be familiar with the amount of data required in the Annual Form 10-K filing and the Annual Proxy filing for publicly traded companies because they will use the data from these filings to research a company’s competitors. Accountants can even use the data from these filings in their personal life to research investment opportunities. Scenario In this milestone, you will prepare a valuation for a 1% minority shareholder on the assumption that your company is a “going concern” company, meaning that the company will be able to pay its financial obligations as needed for the foreseeable future. Directions In this milestone, you will provide a brief history and overview of the company you selected. Use your company’s most recent Form 10-K filing and SEC Annual Proxy filing from The Securities and Exchange Commission’s (SEC) website to gather the information described in the rubric criteria. You will also provide a brief summary of your findings for your valuation team members and include a visualization in the summary. Note: Refer to this module’s Discussion for the list of companies to choose from. Specifically, you must address the following rubric criteria: Links Provide the most recent SEC Form 10-K filing link for the company. Provide the most recent SEC Proxy filing link for the company. History and Overview Provide a brief company history overview based on external research of the company. Consider the following questions to guide your response: How long has the company been in business? Who was the original founder of the company? What significant changes to company leadership have occurred? How has the company changed since its beginning? Consider expansion of locations or products/services, etc. Identify all of the company’s major locations for their facilities and/or other properties. Identify all of the customers recognized by the company. List all of the names of the executive management team of the company. Identify all of the competition recognized by the company. Identify all of the major shareholders of the company. Describe business risks recognized by the company. Explain how the company is committed to environmental, social and governance (ESG) efforts and sustainability. Describe the company’s leadership in energy and environmental design (LEED) status. Consider the following questions to guide your response: Is the company currently LEED certified? If the company is not currently LEED certificated, is it working toward becoming LEED certified? Summary Summarize your findings for the valuation team. Include the following details in your response: Explain what you learned as you researched the company. Identify the key points the valuation team needs to be aware of. Create at least one effective visualization that supports key points. Include the following detail in your response: Provide appropriate labels for the visualization(s). If you need writing support, access the Academic Support module of your course. What to Submit Submit the Business Valuation Template with the Milestone One: Introduction section completed. The Introduction section should be an additional 4- to 6-page Microsoft Word document with double spacing, 12-point Times New Roman font, and one-inch margins in addition to the current page count. Sources should be cited according to APA style. Note: You will be using this same file throughout all the milestones and your project. Supporting Materials The following resources support your work on this assignment: Website: U.S. Securities and Exchange Commission This website allows users to search for a publicly traded company and find their published financial statements. Use this website to find your company’s 10-K filing.

opportunity

60–90 second promotional video of my spoken word workshops

Project Overview I’m looking for a creative and reliable freelance video editor to produce a 60–90 second promotional video using existing HD footage of my spoken word / rap workshops and SEN staff training delivered in schools. The purpose of the video is to attract paid workshop bookings, primarily from school leaders and SEN professionals, while remaining visually engaging and exciting for children and teenagers, who are the main recipients of the work. here is a little snippet of some of the footage (I just cut a few moments from a range for you to view ) https://1drv.ms/v/c/8153e930a2aa1567/IQCDOyopc8LUSZsNSoCPrj_WAScLtWpQViyErm6t0AhaHPA?e=CFZPaf ________________________________________ Purpose & Audience • Primary decision-makers: Headteachers, school leaders, SENCOs, educators, arts organisations, parents • Secondary audience: Children and young people (the tone must still feel energetic, creative, and youth-relevant) The final video should balance: • Professional credibility (for budget holders) • Creative energy and emotional impact (for pupils and workshop settings) ________________________________________ Footage Provided • HD video footage (MP4) • Total footage available: 6+ hours, but I will pre-select key clips to reduce editor workload to snippets up to 1 hour • Content includes: o High-energy workshop delivery o Strong audience reactions o Engaging performance moments • Testimonials will not be the focus of this video (likely a separate future project) ________________________________________ Style & Tone I’m looking for a style that is: • Dynamic and upbeat (fast, confident pacing) • Clean and professional (this is essential for school leaders) • Creative and artistic without feeling chaotic or gimmicky Key elements: • Music-led edit (most live audio muted) • Dynamic kinetic typography throughout • Strong visual rhythm and flow • Minimal but effective visual effects ________________________________________ https://www.youtube.com/watch?v=yf9mqIjFHmM (insight to video editing and possible transitions) https://youtu.be/8DEZL2fihlo?si=QoabTlrCxjfNH57y&t=8 (insight to the the type of raw footage that will be available - this is not me but the footage is similar) https://youtu.be/KJadKLeVe2U?si=uBdNiq_8wY749lnu&t=16 (insight to possible typography skills required - just the first few seconds is an example but open to creative input and just wanted to provide an example ) Typography & On-Screen Text Typography is a core feature of this edit. Examples of phrases to highlight: • “Words that move” • Dynamic delivery • Spoken word that connects • Compelling learning experiences • Inclusive by design • Developing emotional intelligence • Trauma-informed practice • Young people seen and heard • Supporting emotional regulation • Real Impact • Confidence grows here • Skills for life • Trusted by schools • More than a one-off session • Bring this to your school • No subtitles required. Typography should do the storytelling alongside the visuals and music. ________________________________________ Branding & Assets • No fixed brand guidelines yet • No logo required at this stage • Editor to choose clean, accessible, professional typography • Visual style should appeal to both professionals and young people • Clear call to action at the end (e.g. website / booking prompt) ________________________________________ Platforms: • Website homepage • Instagram / Facebook Reels • LinkedIn • YouTube Deliverables: • 1 x main promotional video (90 seconds) • 1 x short cut (approx. 30 seconds) • MP4 format, 1080p • Music included (royalty-free ) • 1–2 rounds of revisions included ________________________________________ • First draft: ASAP • Final delivery shortly after feedback ________________________________________ Budget £200 to £250 (max) Scope is intentionally focused to fit budget. Further edits or additional videos may follow as separate paid projects.