Reinforcement learningpekerjaan

Membuat website E-learning untuk Sekolah SMK

Moodle learning management system

Total Mind Learning bergerak dibidang pendidikan dan pengembangan kemampuan individu dalam mencapai puncaknya

saya butuh sekitar 16ribu gambar dengan 4 jenis mobil ( sedan, suv, mpv, dan bus ). masing" kurang lebih 4000 tiap jenisnya. ukuran gambar harus fix 448 x 448. objek mobil tidak boleh terpotong, objek mobil minimal 50% dari keseluruhan gambar. setelah gambar buatkan annotationnya yang merupakan bounding box keberadaan object. format annotation mengikuti pasval voc. berbentuk xml. boleh menggunakan tools sendiri. atau menggunakan tools yg saya sediakan. cttn: jika tidak sanggup 16rb data bs nego, mungkin 4000 data saja per org yg mana berarti sy butuh 4 org. trims

Saya Ahli di bahasa pemrograman java ,php,c#,matlab,phyton, web programming codeigniter (mengutamakan erp) dan machine learning

EduTainment - Interactive Learning metode belajar yang menggabungkan antara materi pelajaran dan teknologi. Materi pelajaran dibuat dengan kemasan menarik (3D interactive) ditampilkan lewat media komputer, tablet atau interactive board.

...shortcuts or optimizations (e.g. using and adapting a high-quality pre-made theme) to avoid a full custom UI build if it makes sense in terms of efficiency and budget. We do expect to retain control over content (i.e. not a fully static website), although we do not necessarily need something as heavy or complex as WordPress — we are open to your recommendations here. The current website includes an e-learning module (WordPress-based), where users can purchase and access gated video content. If WordPress is recommended, we expect this functionality to be included in the project. If another stack is recommended, we do not expect this module to be part of the scope, but we are open to suggestions for alternative solutions if you have relevant experience. Technical consideratio...

...1/2 bath, and reapplication of additional space to other uses if possible (Office other living etc open to ideas.) Take into effect load bearing walls around the fireplace can be incorporated into the new design. Do not want to move the staircase. -ability to change load distribution if necessary on the main or basement. -Home had a large basement rehab about 3-5 years ago with structural reinforcement done, pictures taken, and a drainage system for humidity and a large dehumidifier. A metal beam was installed during this to help with possible sag between the new/old remodel areas in the main load pictures. This will need to be removed when redone to better use the space. Ideal skills and experience: - Experience in home remodeling, specifically with open spaces. - Knowledg...

Title: Federated Learning (Research & Critical Analysis) Description: I need help in Federated Learning (FL). The task requires strong analytical and research skills, not just writing. Overview: - Select ONE research paper in Federated Learning - Identify ONE key assumption in the paper - Analyze what happens when this assumption is violated or relaxed - Support analysis with related research - Propose a new research idea --- Report Structure + Grading Criteria: 1. Paper Summary (20%) - Clear explanation of the paper - Main idea and method 2. Chosen Assumption (15%) - Identify one key assumption - Explain why it is important 3. Limitation / Violation Scenario (20%) - What happens if the assumption is violated ...

Hola, soy Manuel Ten fundador de InyecData. Me dedico al mundo industrial y he decidido lanzar un nuevo proyecto por mi cuenta junto con un socio. Estamos desarrollando una solución que ayuda a fábricas a reducir pérdidas operativas utilizando datos y software predictivo. Ya estamos validando el problema con client...pérdidas operativas utilizando datos y software predictivo. Ya estamos validando el problema con clientes. El proyecto está en una fase muy inicial, por lo que la idea es empezar a construir un equipo pequeño pero eficiente para desarrollar el MVP desde cero. Ahora mismo buscamos a un técnico especialista en moldes de inyección que nos asesore en la creación del software y en la parte de machine learning ...

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...grow my online learning platform. This is a long-term opportunity for someone who is organized, proactive, and ready to become my #1 assistant. Responsibilities: * Help create course content and presentations * Research topics for new courses * Manage and update the Skool platform * Engage with community discussions and support students * Respond to emails and chat with customers * Assist with daily operations and tasks Requirements: * Full-time availability (consistent hours) * Strong communication skills (English required, Somali is a plus) * Good research and organizational skills * Experience with online platforms or willingness to learn * Reliable, responsive, and detail-oriented Bonus Skills (not required but helpful): * Experience with online courses or e-learnin...

...What we offer - Free, intensive 2-week training. - Access to advanced technological tools. - 100% remote work, from anywhere in the world. - A global network with 20 years of experience in the industry. Important about the initial training You’ll need full availability for 2 weeks (approx. 8 hours per day) to complete our free training program. This process is unpaid, but it’s essential for learning how to work as a freelance agent and start generating income. Are you excited about the world of travel and sales? Apply now and start your journey as a Freelance Travel Agent with Dreamport. This is your chance to grow, learn, and earn from anywhere in the world!...

...like giving up, I remember a simple truth: “Do not give up your dream just because there is no applause.” To me, a dream is not something that appears for a moment to seek recognition, but a way to shape my own future and contribute to the place where I was born. I put myself in the journey of a caterpillar to realize that what I have today is the result of continuous effort—days and nights of learning and exploring. As General Secretary Tô Lâm once said: “We cannot rewrite history, but we can shape the future. The past is to remember, to be grateful, and to learn from. The future is for us to build, create, and develop together.” Those words deeply touched my heart. I understand that every page I read late at night, every plan I quietly ...

...Staircase Details 10. Lift/Elevator Details 11. Toilet Details 12. Kitchen Details 13. Façade/Cladding Details 14. Wall Section Details 15. Parapet & Boundary Wall Details *B. Structural Drawings* 16. General Notes & Specifications 17. Foundation Layout Plan 18. Column Layout Plan 19. Column Schedule & Details 20. Beam Layout Plan - each floor 21. Slab Layout Plan - each floor 22. Beam & Slab Reinforcement Details 23. Staircase Structural Details 24. Water Tank Structural Details 25. Retaining Wall Details 26. Expansion Joint Details 27. Typical Structural Details C. Mechanical/HVAC Drawings* 28. HVAC Schematic Diagram 29. Duct Layout - each floor 30. Chilled Water Piping Layout 31. Ventilation/Exhaust Layout 32. AC Equipment Schedule 33. Mechanical Room ...

I'm looking for a playful and educational mascot bee named Buzzby for Cartoon. Buzzby should be engaging and friendly, perfect for interactive learning and games. Key Requirements: - Playful and educational design - Involvement in games and lessons - Nature flower-themed settings Ideal Skills and Experience: - Character design proficiency - Experience with educational mascots - Creativity in nature-themed environments Please provide a portfolio showcasing similar work.

I need a reliable hand to locate and save a collection of educational videos from both YouTube and Vimeo directly into drive. The topics span general learning playlists—think science explainers, skill-building tutorials, and lecture series Here’s how I see the workflow: you gather the links, use your preferred downloader (youtube-dl, yt-dlp, 4K Video Downloader, or similar), keep file names tidy, and upload the finished MP4s to the shared folder I’ll provide. Consistent quality across the set is important; please default to the highest resolution available under 1080p unless I tell you otherwise once we review the first batch. Deliverables • Spreadsheet (or simple text list) of the source URLs and matching file names • Complete video files uploaded...

I need you to build a browser-based learning management system focused on professional-development courses. Students must be able to purchase a course, join scheduled live sessions through integrated video-conferencing (no external app downloads), complete self-paced content in between, and automatically receive a verifiable digital certificate once every requirement is met. Core build The platform should combine a public-facing catalogue, secure checkout, and a role-based dashboard for students, instructors, and admins. Course access has to be locked behind payment or manual enrolment so only eligible learners can view materials or enter the live room. A clean REST or GraphQL back end, a modern front-end framework, and a responsive design are all expected so the experience stays s...

**JOB TITLE: LMS Developer and Course Creator (Remote)** **SALARY: PKR 50,000 per month** **LOCATION: Work from Home (Pakistan)** **CONTRACT: 3-Month Review Period** **OVERVIEW** We are looking for a tech-savvy individual to build, manage, and populate our online learning portal. You will be responsible for the technical setup of LearnDash on WordPress and the creation of course lessons using AI tools. **KEY RESPONSIBILITIES** 1. LMS Building: Setting up the LearnDash structure, including Courses, Lessons, Topics, and Quizzes. 2. Classroom Setup: Creating teacher access, student login areas, and assignment upload sections. 3. Content Creation: Using Gemini AI to generate professional lesson content and assessments based on our specific instructions. 4. Maintenance: Ensuring the p...

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I want to build a robust machine-learning pipeline that can reliably predict when a user is likely to log on again. The core need is a production-ready model—deep-learning is welcome where it adds value—that captures behavioural signals and translates them into accurate logon-probability scores. You will work with the raw system logs I can provide (time-stamped events, account metadata and any other fields you advise extracting). Starting from exploratory data analysis, we will move through feature engineering, model selection, hyper-parameter tuning and final evaluation. I am especially interested in interpretable insights alongside raw accuracy, so attention to explainability techniques such as SHAP or LIME is appreciated. Deliverables • Clean, well-com...

I am seeking an experienced machine learning professional to train and optimize models tailored to my specific problem. The primary focus is to identify and resolve issues in my current work, such as data leakage, while proposing and training the best model suited for accurate pest detection. The freelancer should also have expertise in user behavior analysis and sequence data to ensure a comprehensive approach to solving the problem. Key Requirements: - Identify and fix data leakage problems in the current work. - Train models specifically designed for pest detection with high accuracy. - Improve feature engineering and extract additional features if necessary. - Propose and implement the most suitable model for this task, considering user behavior analysis and sequence data. - Pr...

I am developing a professional e-learning course on SAP IS-Retail (SAP R3 with Retail extension) targeting functional consultants and business analysts. I need a freelancer to record system demonstration videos showing real SAP IS-Retail transactions and processes. What You Will Be Doing Recording screen capture videos of SAP IS-Retail transactions based on scripts and step-by-step instructions I will provide. Each demo video should be 5 to 15 minutes long, showing navigation, configuration, and transaction execution inside a live SAP system. Demo Videos Needed (approx. 10 to 12 videos) # Topic 1 SAP system navigation basics 2 Organizational structure setup (SPRO) 3 Merchandise category hierarchy creation 4 Site master creation (WB01) 5 Article master creation - single article (MM...

...this job they will absolutely use AI. I'm extremely familiar with AI and use on a regular basis however I don't pay for a lot of extended features. I have a website where I offer virtual dog training to anyone United States and Canada. It took me years to create the entire website however 95% of it Google is thinking is duplicate content because when I created it I was just learning about seo. So I'm looking for somebody that can help me create unique lots of information to assist me with my Google rankings. I AM NOT LOOKING FOR SEO development I'm looking to fix my duplicate content. I would highly recommend you visit my site and get a better idea of what I'm referring to. Please note: if you call me to discuss this project I'm not interested in s...

...this job they will absolutely use AI. I'm extremely familiar with AI and use on a regular basis however I don't pay for a lot of extended features. I have a website where I offer virtual dog training to anyone United States and Canada. It took me years to create the entire website however 95% of it Google is thinking is duplicate content because when I created it I was just learning about seo. So I'm looking for somebody that can help me create unique lots of information to assist me with my Google rankings. I AM NOT LOOKING FOR SEO development I'm looking to fix my duplicate content. I would highly recommend you visit my site and get a better idea of what I'm referring to. Please note: if you call me to discuss this project I'm not interested in s...

...feel delivers the snappiest real-time performance: React Native, Flutter, native Swift/Kotlin, or another robust cross-platform framework. What matters to me is that messages sync in real time through a scalable backend (Firebase, Supabase, AWS Amplify, or your preferred alternative) and that the UI mirrors Instagram’s current look closely enough that users can hop in and start chatting without a learning curve. Core expectations • Seamless sign-up / login via email, phone, or social OAuth • Real-time messaging (text, photos, videos, voice notes, emojis, GIFs) • Group chat creation & management • Swipe-to-reply, double-tap to like, message status indicators • Push notifications while respecting device-level privacy settings • B...

...scroll. • About Us includes our history, vision & mission, Chairman’s message, plus a dedicated Principal’s message section (copy will be supplied). • Admissions page needs a clear step-by-step overview, downloadable document list, age criteria, fee table and an enquiry form that feeds into email and WhatsApp. • Academics page should use tabs for LKG through 5th Std, displaying subjects, learning methodology and assessment details without reloading the page. • Facilities page: image galleries with captions for classrooms, playground, smart classes, transport and safety features. • Contact Us page: branch addresses, embedded Google Maps, click-to-call numbers, WhatsApp chat link and a general enquiry form. • Optimise forms ...

I already have the core footage recorded; what I need now is your editing expertise to reshape it into a polished, lecture-style educational tutorial that will be used for staff training. The raw video is complete in terms of content, but it still feels like “raw footage.” Your job is to turn it into a seamless learning experience: tighten the pacing, remove stumbles or dead air, add clear section headers and lower-thirds, smooth the audio, and insert any light graphics or screen captures that reinforce key teaching points. The final product should flow like a lecturer walking learners through concepts step by step—clean cuts, consistent audio levels, simple transitions, and an unobtrusive intro/outro. Please deliver the mastered MP4 (1080p) plus the editable pr...

...complete first-pass manuscript for an academic, multidisciplinary textbook. The end product will be a fully structured draft—chaptered, referenced, and ready for faculty review—produced with the help of generative tools such as ChatGPT and Microsoft Copilot AI. Scope • Combine insights from at least two distinct disciplines (I’ll share the exact fields and learning outcomes once we start). • Develop a logical pedagogical flow: clear learning objectives, key concepts, illustrative examples or mini case studies, plus end-of-chapter review questions. • Incorporate properly formatted citations and a working bibliography in APA or IEEE style (your choice, just stay consistent). • Leverage AI for speed, but refine the output so th...

Project Description: This is a fast execution project. I need someone who has already done WhatsApp API + CRM integration before. No experimentation. No learning on the job. I need an experienced freelancer to set up a basic WhatsApp Business API system integrated with Zoho CRM for lead generation and client communication. This is a simple, no-overengineering setup — No chatbot, no complex automation, no custom backend. Scope of Work: WhatsApp Setup: • Setup WhatsApp Business API using Interakt (preferred) or WATI • Assist with Meta Business verification/setup (if required) • Create & get approval for 1–2 WhatsApp message templates • Setup shared inbox for handling incoming replies Zoho CRM Setup: • Integrate WhatsApp leads into Zoho CR...

I’m a complete beginner who wants to move well beyond theory and into practical, project-based learning. The journey should start with data-science fundamentals—Python, NumPy, pandas, basic statistics, data cleaning and visualization—then progress step-by-step to machine-learning models, large-language-model workflows, retrieval-augmented generation (RAG), agent frameworks, and automation best practices. Hands-on projects are essential; each topic needs to come with a small, self-contained exercise or micro-app that I can build, run, and extend. Think Jupyter notebooks, lightweight Flask or FastAPI endpoints, and scripts that hit real APIs (OpenAI, Hugging Face, LangChain, etc.). Code must be well-commented so I can retrace the logic afterward. Ideal f...

...crafting both the strategy and the creative so our message feels native to each feed yet consistent with our brand voice. Think thumb-stopping short-form videos, carousels that highlight our gamified learning loop, and thought-leadership angles on LinkedIn that speak to professionals aiming for competitive-exam career moves. Key outcomes I’m looking for: • A 3-month channel plan detailing objectives, target personas, content themes, posting cadence and paid ad structure • High-impact ad creatives (static, carousel, Reel/Story formats) plus accompanying copy that showcase the “addictive” learning hook • Full campaign setup and optimisation inside Meta Business Suite and LinkedIn Campaign Manager, complete with pixel/events tracking &b...

I’m looking to wrap up several lingering classes by having all remaining online quizzes completed for me. Each quiz is hosted on my school’s learning portal; log-in credentials and any course materials you might need will be supplied as soon as we start. My goal is simple: pass every quiz so the credits are posted and the classes are officially closed out—ideally all within the next month If you’ve successfully handled similar quiz-based catch-up work before, please let me see examples or brief summaries of that past work in your bid. Strong familiarity with typical U.S. high-school or general-education college subjects will help, but the standout factor is a proven track record of completing quizzes accurately and on schedule. I’ll review proposals q...

...stage—especially data annotation. The core of the job is to design and implement a robust annotation workflow for a sizeable corpus of text data, then feed that clean, well-labeled material back into the training loop. You should already have hands-on experience setting up annotation guidelines, managing annotators or automation tools, and integrating the resulting labels into a machine-learning or deep-learning pipeline. Familiarity with popular NLP libraries (spaCy, Hugging Face, TensorFlow, PyTorch, etc.) will be essential, as the final objective is to boost downstream model performance by improving label quality and consistency. Deliverables • A documented text-annotation schema aligned with task objectives • A functioning annotation pipeline (can...

...estadísticos como: - Modelos de Poisson - Simulación Monte Carlo (gran escala) - Análisis Bayesiano - Machine Learning (Auto-ML) - Value Betting (detección de valor esperado positivo) El objetivo es construir un sistema profesional, modular y altamente optimizado que pueda competir con herramientas de nivel institucional. --- ### Tecnologías actuales - Python - Streamlit (frontend principal) - SQLite (base de datos) - APIs deportivas (MLB Stats API, Odds API, etc.) - Estructura modular por deporte --- ### Lo que necesito Busco un desarrollador con experiencia REAL en: - Arquitectura de software en Python (nivel avanzado) - Optimización de código y refactorización - Machine Learning / Data Science (preferible) -...

...System Simple AI chatbot (like therapist / coach) User can chat anytime Pre-trained responses OR API integration (OpenAI etc.) Quittr also uses AI support for guidance 5. Content Blocking Feature Block specific websites/apps (optional advanced feature) Basic version: allow user to list “triggers” Advanced version: system-level blocking (if possible) Quittr uses blocker to avoid triggers 6. Learning / Content Section Articles / lessons (admin controlled) Categories (mindset, habits, focus) Simple UI (like blog inside app) 7. Activities / Tools Meditation / breathing timer Emergency “panic button” (when user feels urge) Quick distraction suggestions Quittr includes meditation and urge control tools 8. Gamification System Achievements / badges Miles...

...models for real-world applications Work with structured and unstructured data to build predictive or generative solutions Integrate AI models into existing systems and workflows Optimize models for performance, scalability, and accuracy Collaborate with stakeholders to understand business needs and translate them into technical solutions Requirements: Proven experience as an AI Engineer, Machine Learning Engineer, or similar role Strong knowledge of Python and libraries such as TensorFlow, PyTorch, or scikit-learn Experience with APIs and model deployment (Docker, Kubernetes, or cloud platforms like AWS/Azure/GCP) Familiarity with LLMs, NLP, or computer vision is a plus Ability to communicate clearly and work independently Nice to Have: Experience with MLOps pipelines Backgro...

I need an experienced machine learning expert to develop a clustering model. The project involves working with numerical data. Key requirements: - Expertise in clustering algorithms (e.g., K-means, hierarchical, DBSCAN) - Proficiency in Python and relevant libraries (e.g., scikit-learn, NumPy, pandas) - Strong background in data preprocessing and feature engineering - Ability to interpret and visualize clustering results - Experience with model evaluation and validation techniques Please provide examples of similar projects you've completed.

...its answers sometimes vary. • Demonstrate the easiest way to start using it (ChatGPT or the OpenAI Playground), including account setup, model selection, temperature, max tokens, and prompt tips. • Walk me through best practices for writing prompts, refining responses, and avoiding common pitfalls. • Show where to find official documentation and helpful community resources so I can keep learning after our session. By the end of our interactive session I should be able to open a GPT interface, craft basic prompts, tweak the main parameters with confidence, and understand the limits of the system. Please suggest your available times (US Eastern evenings work best for me) and the estimated length of the call; one hour should be plenty, but I’m open to ...

...choice. For Reference only here are my chapters: 1) What Anxiety Is and Isn’t 2) The Alarm in Your Brain: A Map of the Drive 3) Grounding 101: Breath, Body, and Senses 4) Observing, Not Owning: The Practice of Not-Reacting 5) Naming the Fear: From Hidden to Shared 6) The Narrative You Carry: Recognizing Catastrophizing 7) The Body as Ally: Tension, Breath, and Posture 8) Uncertainty as Terrain: Learning to Tumble in It 9) Small Steps, Big Changes: The Power of Tiny Wins 10) Letting Go of Control: The Paradox of Freedom 11) Self-Compassion in a Critical Voice 12) Boundaries That Protect: Saying No Without Guilt 13) Sleep, Rhythm, and Calm: Resetting the Nervous System 14) Food and Mood: Nourishment for Calm 15) Move to Ground: Exercise as Grounding 16) Thoughts as Clouds: A...

I have a full draft of a breast cancer medical imaging study that applies reinforcement learning, and I want it polished to Q1/Q2 journal standards within the next month. The manuscript already contains all experiments and figures; however, the Methods and Materials section would benefit from a more rigorous and clearly structured explanation of the reinforcement learning framework, data acquisition, preprocessing pipeline, training protocol, and statistical validation. In addition, I will revise the entire manuscript, with particular emphasis on strengthening the Introduction and Related Work section. This includes improving the depth of literature analysis, providing a more structured comparison with existing approaches, and clearly highlighting the research ...

I need a facial recognition system integrated into drones for secure delivery services. The system is essential for verifying identities and ensuring secure access to delivery points. Key Requirements: - Develop a robust facial recognition...for secure delivery services. The system is essential for verifying identities and ensuring secure access to delivery points. Key Requirements: - Develop a robust facial recognition algorithm. - Integrate the system with drone technology. - Ensure real-time processing and accuracy. - Provide a user-friendly interface for monitoring. Ideal Skills and Experience: - Expertise in AI and machine learning. - Experience with drone technology. - Background in security systems. - Strong software development skills. Looking for candidates who can del...

I’m looking for a Python-driven computer-vision solution that can scan images of wooden surfaces and reliably flag three defect types: • Cracks • Discoloration • Scratches You may choose the techniques—traditional OpenCV pipelines, deep-learning models such as CNNs, or a hybrid approach—but the final system must run entirely in Python and process images or short video clips without manual intervention. Here is what I expect at hand-off: • Clean, well-commented source code with clear instructions for installation and use. • A trained model (or parameter set) and any preprocessing scripts. • A short report outlining the detection logic, performance metrics on your test set, and guidance on how I can retrain or extend the ...

...over weekly, monthly, and quarterly horizons. Accuracy and transparency are essential because the results will drive production planning and purchasing decisions across several plants. Core scope • Ingest CSV or Excel files of historical sales pulled from our ERP. • Clean, normalize, and visualize the data so outliers or seasonality jumps are obvious. • Apply proven time-series or machine-learning techniques (ARIMA, Prophet, LSTM—whichever best fits the data volume and variability) to generate baseline forecasts and confidence intervals. • Allow me to tweak parameters—e.g., switch models, adjust seasonality, exclude pandemic years—and immediately see the impact. • Export the final forecast to Excel and a simple dashboard (Powe...

...currently looking for a highly experienced Senior Moodle Developer / Learning Systems Architect to take full technical ownership of our Moodle ecosystem. This is not a standard Moodle developer role — we are seeking someone capable of architecting and scaling a full learning platform with advanced customization, integrations, and automation. Scope of Work Includes: Custom plugin development (local, block, report, activity modules) Advanced Moodle extension using APIs (without core modification) Designing scalable multi-tenant learning systems Building automation tools (CLI scripts, bulk operations, smart enrollment systems) API integrations with ERP, CRM, and HR systems AI integration (e.g., ChatGPT APIs for adaptive learning & content generatio...

...brand voice and proven persuasion frameworks. • Automation: Flows have to fire flawlessly through the official WhatsApp Business API (or an equivalent provider such as Twilio) and sync with my CRM and payment gateway. Triggers, tags, segmentation, and fallback paths are essential. • Conversational AI: The bot should understand intent, handle FAQs, route to a human when necessary, and keep learning. Leveraging GPT, Dialogflow, or similar NLP stacks is fine as long as latency stays low and data privacy is respected. Deliverables I expect: 1. Conversation map with full copy deck. 2. Fully configured WhatsApp bot, hosted and integrated. 3. Testing/QA report proving hand-off, error handling, and payment journey work. 4. Short Loom or PDF playbook so my team can tw...

I need a fun, visually engaging math learning app built in Kotlin for Android phones and tablets, aimed squarely at children aged 7-9. The core experience should revolve around short games and interactive activities that motivate practice, paired with quick quizzes or test rounds so kids can see their progress immediately. Here is how I picture the flow: • A friendly home screen leading to themed “game worlds” (e.g., space, jungle, underwater) where each world introduces specific math skills. • Inside each world, mini-games deliver the instruction and practice; at set milestones, a timed quiz pops up to check mastery and unlock the next level. • A simple progress dashboard for both the child and the parent, highlighting stars earned, quiz scores, and ...

I’m commissioning a short, insight-driven study that relies on first-hand input from electric-vehicle owners living in Berlin. If you are 18 years or older and currently drive an PHEV /EV, I’d like you to share candid reflections on three core areas of ownership—performance, charging behaviour, and ongoing maintenance. What I need from you ...Acceptance criteria • Clear, real-world examples covering performance, charging, and maintenance. • Authentic Berlin context (e.g., local infrastructure, weather, traffic). • A standalone document or recording that can be reviewed without follow-up questions. Please include a detailed project proposal so I can see exactly how you intend to structure and present your insights. I look forward to learning...

...articles—most written in Arabic, a smaller set in English—that must be rendered into the target language you are fluent in. The voice is straightforward and instructional, so accuracy and a natural reading flow are equally important. Scope • Source material: 1–3 pages per article, mainly Arabic with some English. • Subject matter: general education topics (study tips, basic science, language learning, etc.). • Format supplied: editable Word files or Google Docs. • Target delivery: first draft within the next 48 hours; final version shortly after my feedback. Deliverables • Clean, fully translated text in the agreed format. • Any notes where a term might require validation or cultural adaptation. Acceptance criteria • Meaning...

...articles—most written in Arabic, a smaller set in English—that must be rendered into the target language you are fluent in. The voice is straightforward and instructional, so accuracy and a natural reading flow are equally important. Scope • Source material: 1–3 pages per article, mainly Arabic with some English. • Subject matter: general education topics (study tips, basic science, language learning, etc.). • Format supplied: editable Word files or Google Docs. • Target delivery: first draft within the next 48 hours; final version shortly after my feedback. Deliverables • Clean, fully translated text in the agreed format. • Any notes where a term might require validation or cultural adaptation. Acceptance criteria • Meaning...