Junior Web Developer Projects

opportunity

Revised Golf Club Video Tracking and Analysis Program

Hi, I please need a relatively simple application constructed for video-based golf club tracking and analysis. Previous attempts have been partially successful, so there is some work there that can be referenced and potentially utilized. A standard 2D camera and video are all that are required for acceptable application performance. Simple marker tracking is planned at this time, comprising two visible markers placed at determined, measured locations on a club to be tracked by users. Original videos input into the needed application will be relatively short, limited to perhaps a few seconds or less. The application will initially need to reformat videos to include frame numbers for user and application referencing. After careful examination of the reformatted video by a user as instructed, the user will select just two frames (so four tracking markers) for the application to further work with. Tracking should be performed just manually and interactively for now. So a means should be provided for a user to view, manually place, and precisely adjust computer tracking indicators over each of the four markers in the two frames selected. With that information, combined with specified club measurements input into the application by the user by this point, an initial club tracking result can be graphically and mathematically displayed. That tracking result will typically reveal a preliminary solution for a user (a rotation point location along the length of the club). But due to the nature of the original club movement, a preliminarily calculated rotation point location will usually be incorrect, commonly by a substantial amount. Thus, an additional process involving some fairly basic geometric and mathematic calculations will need to be further applied (will be provided). And a corrected, final rotation point location as calculated will be the result, graphically and mathematically displayed by the application for a user. I will need to test and work with any efforts on my (Windows) desktop. Desktop and web versions are minimally planned for now. So a programming language(s) that could work effectively for both would be helpful. I think R and Python were mostly tried previously, with various pluses and minuses about each. I am open to any other language(s) as well. Added descriptions needed for both the video tracking and solution aspects to accomplish functional success are much more thoroughly detailed in separate documentation. It includes systematic breakdowns of previous failed attempts for reference, what worked well and not so well with them, and the processes and equations to be applied to calculate final solutions. Various elements of intellectual property are involved. So while I can additionally discuss some matters beforehand, an NDA will be strictly required before I will be able to disclose and/or discuss certain information related to the much more detailed documentation. I can provide the needed NDA after reviewing any proposals I might be fortunate enough to receive. While there is no set budget, past failures have to this day prevented me from better validating certain critical elements concerning the needed application on an extremely foundational level. And until such better proof is obtained first, my additional spending on this particular project will be as minimal as possible to say the very least. If and when better validated, I can reevaluate where to go from there. I am open to both project or hourly rate offers, but I cannot seriously consider an hourly rate offer without a guaranteed maximum number of hours stated up front to successfully complete the needed application. Thank you very much.

Shopify store front curation

Shopify Storefront for Luxury Beauty: Overview Ongoing work for support / mini updates when needed I need help setting up a visually appealing Shopify store for my clean luxury beauty brand. The goal is to create an easy-to-navigate and professional e-commerce shop that reflects our brand identity. A one off fee but need you ongoing for support indefinitely when required - this will be a fab opportunity to be apart of a new business It be a bonus to be interested in skincare and beauty and must have a good eye for creating luxury feel design . Scope of work - Create custom brand assets including a text-based logo, color scheme, and typeface. - Design and build a custom Shopify store with up to key sections. -Home, about, our story, shop, FAQS, and link social media - Ensure store design is compatible with any Shopify theme. - Provide expert consultation on product selection based on market trends. - Create one unique design concept for products and adapt it to 10 selected products. - Set up selected products in Shopify, excluding technical design customization. - Develop store visuals and copywriting using provided assets or AI-generated content and stock images. - Connect domain to Shopify store and set up payment gateways. - Configure complete shipping setup. - Provide post-setup support and onboarding. Read more Company details - A clean luxury beauty brand offering a comprehensive package to launch a complete Shopify store. - Beauty Ideal Candidate: Experienced but also happy for newly graduated with good portfolio Website features Eager to be part of a new clean beauty brand Love for Beauty, wellness, luxury, skincare.

Explosive Sports Apparel Graphic

I am developing a country-based football apparel collection and am looking for a designer who can create a high-impact, retail-ready front graphic for a Brazil 2026 concept. This is not a basic text design. I need strong sports energy, dramatic lighting, and abstract national color integration. Creative Direction: • Dynamic soccer action pose (bicycle kick or power strike silhouette) • Explosive green and yellow energy streaks • Subtle blue accents (implied national identity) • No official flag reproduction • No tournament logos • Clean, bold typography: BRAZIL 2026 • Strong contrast, dramatic composition • Must feel premium and retail-ready I will provide reference samples showing the energy level expected. This is a paid test project for one country. If successful, this will expand into a multi-country collection. TECHNICAL REQUIREMENTS (NON-NEGOTIABLE) • Native canvas size: 4500 × 5400 pixels • Resolution: 300 DPI • Color profile: sRGB • Transparent background PNG • Fully layered PSD file with editable text • Clean edge isolation suitable for DTG printing • Designed primarily for black shirt Do not upscale smaller artwork. The file must be built at full size from the start. IDEAL CANDIDATE • Experience in sports apparel graphics • Experience preparing DTG or Print-on-Demand files • Strong typography control • Ability to create dramatic, explosive compositions • Comfortable working within structured creative direction Please include: Examples of explosive sports or athletic apparel designs Confirmation that you can deliver 4500×5400 layered PSD files Confirmation that you understand DTG transparency requirements Budget for test: $40–$80 depending on experience.

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

SEO Specialist Needed

SEO SPECIALIST NEEDED - Shopify, UK Wellness Brand We've just completed a full independent SEO audit (Screaming Frog, GSC, GA4, Majestic, Ahrefs, Semrush). We know what's wrong. We need someone to have input but execute - not audit, not strategise from scratch. THE SITUATION: • DA 6 / Trust Flow 1 - starting from scratch • Zero commercial keyword rankings, all traffic is branded • Previous agency built 90+ spam backlinks that did nothing • 38 pages missing H1s, 33 collection H1s wasting keyword opportunity • Technical foundation is solid - authority and on-page is the problem WHAT WE NEED: 1. TECHNICAL FIXES (one-off) • Add H1s to 38 pages in Shopify Liquid templates • Remove "Collection:" prefix from 33 collection H1s (replacements provided) • Fix 7 broken 404 pages - remove 134 internal links from theme templates • Fix duplicate titles (7 pairs), duplicate metas (9 pairs), add 14 missing metas • Shorten 60 truncated titles (optimised versions provided) • Fix orphan pages, image alt text, heading structure • Re-crawl with Screaming Frog after each batch to verify 2. LINK BUILDING (ongoing) • Quality only - DA 25+, relevant wellness/health/nutrition sites etc • UK-focused outreach to nutritionists, health bloggers, wellness publications • No classified ads, web 2.0, profile links or link farms - we verify every link • 3-5 quality links/month minimum 3. KEYWORD STRATEGY (ongoing) • Map pages to target keywords, identify quick wins • Monthly GSC monitoring - non-branded growth is the metric that matters • UK commercial intent, supplements/wellness niche REQUIREMENTS: ✓ Own Screaming Frog licence ✓ Works directly in Shopify theme code (Liquid, theme.liquid, sections) ✓ Quality link outreach experience ✓ Reports from GSC data, not ranking tool screenshots TO APPLY: 1. Do you have your own Screaming Frog licence? 2. How many Shopify sites have you fixed technical SEO on? Share an example. 3. Describe your link building process - prospects, outreach, DA/TF targets. 4. Show a before/after using GSC data (not DA movement). DON'T APPLY IF: you use spam link methods, can't show Shopify work, have never edited Liquid, or only show DA as a result metric. Fixed fee for technical fixes, then ongoing monthly. Serious applicants only.

opportunity

Senior UK Family Lawyer Needed

Advice Before Mediation (High Asset Divorce / Property & Business Interests) I am looking for a highly experienced UK family lawyer (preferably 15–20+ years experience, partner level solicitor or barrister) for a paid consultation to help me understand my position before entering financial mediation. This is not a request to formally instruct a solicitor for ongoing litigation at this stage. I am looking for strategic advice to understand my position and prepare for mediation. Background: • Married approx. 8 years • Two children (aged 6 and 2) • MIAM mediation process currently starting • I would ideally like to move toward shared parenting over time Financial situation is more complex than a typical case and includes: • Multiple property investments • Some assets acquired before the marriage • Property refurbishments and development projects • Company interests (trading business in health products sector) • Loans including family loans and commercial project loans • Rental income and mortgages across several properties I would like advice on: Likely financial settlement range in a case like this How courts typically treat non-matrimonial assets (assets acquired before marriage) How business interests are treated in divorce How property portfolios and associated debt are assessed Impact of shared parenting vs primary residence on financial outcomes Strategy for approaching financial mediation Risks I should be aware of before financial disclosure I am looking for: • A UK qualified family solicitor or barrister • Significant experience in financial remedy cases • Experience with property portfolios and business assets • Straightforward, pragmatic advice Format: • Initial consultation via Zoom or phone • Approximately 60–90 minutes • Happy to pay an appropriate professional fee for the right expertise Please include: • Your years of experience • Your current role (partner / solicitor / barrister etc.) • Experience with complex financial remedy cases Location is not important as consultation will be remote. Thank you.

Operations Manager & Executive Assistant (High-Level Operator)

Overview: I run a marketing business and I’m looking for a highly capable operator to take ownership of multiple ongoing projects and act as my right-hand person. Some business related, some personal. This is not a basic VA role. I need someone who can think, organise, execute, and drive tasks to completion without needing constant direction. You will be responsible for managing projects, coordinating freelancers, handling admin tasks, and ensuring everything moves forward efficiently. As well as acting as my Executive Assistant. Your job is essentially to get things done to a high standard, or driving things to completion, that I can't or don't have the time to do. --- **Key Responsibilities:** **1. Project & Operations Management** * Take ownership of multiple business projects including: * Completing an online course (editing, structuring, uploading) * Managing website completion with developers * Coordinating legal/admin processes (UK company liquidation, insurance, etc.) * Setting up systems (payments, Stripe, workflows) * Break down tasks into clear steps and execute them * Hire and manage freelancers where needed * Ensure all projects are completed to a high standard and on time --- **2. Executive Assistant / Personal Support** * Manage day-to-day admin tasks * Arrange travel, bookings, and logistics * Organise schedules and appointments * Handle general life admin where required --- **3. Hiring & Team Coordination** * Post job listings (e.g. social media, personal brand roles) * Screen candidates and present top options * Coordinate onboarding and communication --- **4. Communication & Workflow** * Act as the central point of coordination across all tasks * Provide clear updates and next steps * Keep everything organised and moving forward --- **How We Will Work Together:** * I communicate heavily via **voice notes** - I am diagnosed ADD and this is part of the reason I require this type of assistance and structure. * You must be comfortable receiving instructions this way and converting them into actions * You should be available **7 days a week when needed** (not necessarily full days, but responsive) * You will only involve me for: * key decisions * approvals * completion of tasks that require my involvement --- **Requirements:** * Excellent written and spoken English (clear, neutral accent preferred) * Highly organised and proactive * Strong problem-solving ability * Able to take ownership and execute without hand-holding * Experience managing freelancers and projects * Comfortable with tools like Google Docs, Slack, Notion, etc. --- **Important:** * This role requires initiative — not just following instructions * You must be able to think ahead and anticipate what needs to be done * High standards are essential --- **To Apply:** Please include: 1. A brief introduction about your experience 2. Examples of similar roles you’ve handled 3. Your availability and time zone --- **Initial Engagement & Long-Term Opportunity** This role will begin with an initial 15–30 day project focused on organising and executing a defined list of tasks across the business. The goal of this initial phase is to: * get key projects completed efficiently * establish strong working processes * assess fit and performance For the right person, this has strong potential to become an ongoing, long-term role as my right-hand operator across the business. **Goal:** To have a right-hand operator who removes execution and admin from my plate, allowing me to focus only on high-level decisions and content.

Support Operations Analyst Needed for Remote Role

I am seeking a proficient Support Operations Analyst to enhance and optimize my customer support operations in a remote capacity. The ideal candidate will possess a robust analytical mindset, exceptional communication abilities, and a fervent dedication to refining processes that elevate customer satisfaction and operational efficacy. Key responsibilities include monitoring and optimizing support workflows, developing performance reports and dashboards, identifying improvement areas, collaborating with cross-functional teams, conducting data analysis for support issues, and creating comprehensive documentation for support processes. Candidates should demonstrate proven experience in customer support analytics or related fields, strong proficiency with data analysis tools, and excellent problem-solving skills. Familiarity with SaaS platforms and customer support systems is advantageous. This position offers flexibility, with options for part-time or full-time engagement and the potential for long-term collaboration.

opportunity

Illustrator and animator for TikTok content

We are looking for a freelance content creator to help us turn a bank of fun content ideas into engaging TikTok content. This is not just an illustration brief. We need someone who can take rough ideas and direction from our team, develop them into simple but effective cartoon-led content, create the assets, and help us manage the process through to post-ready delivery. Depending on the setup, this may also include uploading and posting content to TikTok with guidance from our side. The concept may sit under a standalone TikTok identity rather than an obvious agency brand, so we are looking for someone who understands how to create content that feels natural to the platform rather than overly polished or corporate. What the role involves You would be expected to: take rough ideas, prompts or loose scripts from us and shape them into short-form content concepts create cartoon-style visual assets, including static cartoon cells, character scenes and simple illustrated formats ideally animate those assets into short videos or light-motion content suitable for TikTok add captions, pacing and simple editing so the content feels native to the platform work with light creative and editorial guidance from our team help organise the content creation process from idea through to finished assets potentially support with scheduling or posting content to TikTok once agreed What we are looking for We are looking for one person who is: creatively strong and visually sharp tuned into TikTok and understands what performs on the platform able to work independently and take ownership of the process comfortable with humour, character-led content and repeatable content formats fast, practical and not prone to overcomplicating things affordable and open to ongoing freelance work ideally based in or near Surrey, UK, as there may be value in occasional in-person collaboration fluent in English, with strong written and spoken communication Nice to have experience creating content for TikTok or Instagram Reels character design skills simple 2D animation or motion graphics ability experience writing captions or shaping content for social confidence suggesting improvements to ideas rather than only executing briefs experience posting directly to TikTok Please include in your application examples of relevant cartoon, illustrated or animated content links to any TikTok or short-form social content you have created or managed your rates, whether per piece, per batch or per day a short note on how you would turn rough ideas into a repeatable TikTok content series your location and whether you are available for occasional in-person collaboration in Surrey. Additional notes We are not looking for a large studio or expensive production setup. We are looking for one reliable freelance creator who can think creatively, move quickly and help run the process end to end. There is potential for ongoing work for the right person.

opportunity

Social Media Content Creator – Travel Platform (Early Stage)

We are an early stage travel platform connecting travellers with independent and self-employed travel agents. Many of the best travel experiences and deals are created by travel agents, but most travellers never discover them because they are hidden behind booking websites and comparison platforms. Our mission is to change that by helping travellers discover great trips through knowledgeable travel agents, while helping those agents focus on creating amazing travel experiences rather than spending all their time searching for new clients. Right now our social media presence is almost non-existent. We want to change that by becoming part of the travel conversation online and creating content that inspires travellers and highlights the expertise of travel agents. We are looking for a social media content creator who can help us build this presence through engaging visual and video content. Opportunity This is an opportunity to help build the social presence of an early-stage travel platform from the ground up. You will work closely with the founder to develop and create social media content that helps travellers discover travel inspiration, tips, destinations and insights from travel agents. The focus will be on creating engaging content across: - Facebook - Instagram - LinkedIn - TikTok Content will include a mix of: - short-form video - longer video content - reels - carousels - visual posts (inc. graphics) - storytelling/story-style content The goal is to create content that feels natural, informative and engaging rather than overly promotional. What You'll Be Doing You will be responsible for helping create and publish social media content that supports the growth of our travel brand. This includes: • Creating short-form video content for platforms such as TikTok and Instagram Reels • Producing visual content including carousels, graphics and simple animations • Creating longer-form video content where appropriate • Helping turn travel insights, ideas and stories into engaging content • Posting and managing content across Facebook, Instagram, LinkedIn and TikTok • Experimenting with different formats and ideas to see what resonates with travellers • Supporting the growth of an engaged audience interested in travel This role is ideal for someone who enjoys travel, storytelling and creative content creation. If you are passionate about travel and enjoy creating engaging social media content, we would love to hear from you. When applying, please include: - Links to social media accounts or content you have created - Examples of visual or video content you have produced - One travel content idea you would create for us - One travel social media account you think is doing a great job pls ignore the budget and state your monthly fixed price. This will be our monthly rate. Also state what we can expect in terms of content strategy, creation and delivery. We will also be expecting improved social followers and content engagement

opportunity

AI Monitoring Platform for UK Company Alerts

Project Title: AI Monitoring Platform for UK Company Financial Distress & Insolvency Alerts (SIC-Based) Project Overview: I’m looking for an experienced developer (or small team) to build an AI-powered monitoring platform or intelligent agent that tracks UK companies within pre-defined SIC codes and automatically alerts me when there are signs of financial distress or insolvency. The system should continuously monitor company data, detect risk signals, and provide both real-time alerts and structured reporting. Core Objective: To proactively identify companies within selected industries that are: Experiencing financial decline (e.g. credit score drop) Entering insolvency processes (e.g. notice of intent to appoint administrators) Showing early warning signs of distress Key Functional Requirements: 1. Company Data Collection The platform must: Pull and maintain a live database of UK companies filtered by selected SIC codes Sources should include: Companies House API Commercial data providers such as Creditsafe, Experian, Dun & Bradstreet (or similar via API) 2. Data Monitoring (Automated & Ongoing) The system should periodically (daily or weekly) re-check and update the following: Credit score (via commercial providers) Filing timeliness (overdue accounts, confirmation statements, etc.) Insolvency indicators: Notice of Intent to Appoint Administrators Administration Liquidation CVAs Director changes: Appointments Resignations 3. Financial Data Enrichment (Important) Where available, the platform should also pull and display from latest filed accounts: Turnover / Revenue Balance sheet data (e.g. total assets, liabilities, net assets) This can be sourced from: Companies House filings (accounts data) Or via commercial data providers if more structured/standardised 4. Alert Triggers The platform must generate alerts when: A company’s credit score drops by 5% or more Include the exact percentage drop in the alert Any insolvency-related event is detected, including: Notice of Intent for Administration Administration Liquidation 5. Alert Delivery Alerts should be sent via: Email (minimum requirement) Ideally also: Slack / Microsoft Teams Web dashboard notifications 6. Reporting (Key Requirement) The system must automatically generate and send: Daily report Weekly report Monthly report Each report should be delivered as a spreadsheet (Excel or Google Sheets) and include: Columns to include (minimum): Company Name Company Number SIC Code Date of event/activity Type of event (e.g. credit score drop, insolvency notice, director change) Previous credit score New credit score % change in credit score Filing status (on time / overdue) Insolvency status Director changes (summary) Turnover (latest available) Key balance sheet figures (assets, liabilities, net position) Reports should clearly show date-stamped activity and allow filtering/sorting. 7. Dashboard / Interface (Preferred) A simple dashboard to: View and filter companies by SIC code Track alerts and risk levels View historical changes and trends Export data 8. AI / Intelligence Layer (Optional but Preferred) Identify early warning signals before insolvency Highlight patterns (e.g. repeated late filings + score decline) Rank companies by risk level or likelihood of distress Technical Requirements: Experience integrating APIs (Companies House + credit agencies) Ability to build automated data polling (scheduled jobs) Cloud-based database and infrastructure Alerting and reporting automation Scalable architecture Data Sources (Must Be Used): Companies House API (free, primary source) Commercial credit data providers such as: Creditsafe Experian Business Dun & Bradstreet Please advise on: Best provider(s) to use API access requirements Ongoing data/licensing costs Deliverables: Fully functioning monitoring and alert system Automated reporting (daily, weekly, monthly) Spreadsheet output format Documentation and user guidance Ability to adjust SIC codes and thresholds Optional ongoing support Nice to Have: CRM integration (e.g. Zoho) Webhooks for automation Customisable reporting Data visualisation Budget & Timeline: Open to proposals – please include: Estimated cost Timeline Recommended tech stack Relevant experience / similar projects

Android mobile application for attendance tracking

Develop an Android mobile application for attendance tracking, primarily for field-based users (e.g., delivery, sales, or route-based work). The app supports biometric authentication, geo-location-based punching, and admin-managed routes with sequential check-ins at start, intermediate, and end points. Key Features • User Authentication and Punching: ◦ Users punch attendance via the app using biometric methods (e.g., fingerprint or face recognition). ◦ Each punch records the user’s current geo-location (latitude/longitude) and timestamp. ◦ Attendance data is stored securely (e.g., in a backend database like Firebase). • Route Management (Admin Side): ◦ Admin can create custom routes from point A to point B. ◦ Routes include optional intermediate locations (e.g., A1, A2, B1, etc.), defined via geo-coordinates or addresses. ◦ Admin assigns specific users to a route. • User Route-Based Attendance (User Side): ◦ Assigned users must mark attendance sequentially along the route: ▪ Start at point A (punch only allowed within proximity of A). ▪ Then at intermediate points (e.g., A1, A2) in order. ▪ End at point B. ◦ App enforces sequence: Prevents punching at a later point until prior ones are completed. ◦ Geo-validation ensures punches occur near the designated locations (e.g., using geo-fencing with a radius threshold). • Additional Considerations: ◦ Backend integration for data sync (e.g., Firebase or custom server). ◦ Security: Prevent spoofing (e.g., fake GPS) via additional checks like device ID or Wi-Fi. ◦ UI/UX: Separate views for admin (route creation/assignment) and users (punching/history). ◦ Tech Stack Suggestions: Android Studio (Kotlin/Java) or Flutter for cross-platform; Google Maps API for route visualization and geo-services. Potential Extensions • Reports: Admin dashboard for viewing attendance logs, routes, and user performance. • Notifications: Alerts for route assignments or missed check-ins. You can use AI code based like co-pilot, claude etc Timeline- 1 week, reply me if you follow with this timeline and project code is fixed, do not negaotiate at all