Machine learning punët

Tyre Retreads Machine & Matrix work.

...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 ...

...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...

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...

Wine decanting machine , as discussed

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...

I have a raw CSV export of customer-level transactions from our retail platform and I need clear, data-driven insight into which products are really driving revenue. The goal is simple: surface product-level sales trends so I can see which SKUs consistentl...dictionary; you return a well-commented Jupyter notebook (or .py script) that: • Cleans and normalises the raw data • Calculates revenue by product over selectable time windows • Highlights statistically significant up- or down-trends • Presents the findings in clear tables and a few concise Matplotlib or Seaborn visuals Deliverables are complete when the notebook runs end-to-end on my machine, reproduces the same figures, and includes a short executive summary (markdown cell is fine) I can lift strai...

**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...

Hi, I would like to request a quotation for updating and improving my website. Please review the scope of work below: 1. Price Updates Update pricing for the following three product categories: Non-woven bags Premium paper bags Machine-made non-woven bags 2. Image Uploads (Clothing Category) Upload approximately 30–40 images per sub-category Ensure all images are: High quality Properly aligned Consistent in size and presentation 3. Website Layout Improvements Enlarge product image frames to make images more prominent Reduce unnecessary background/empty space Make the “Request a Quote” button smaller Improve overall layout to make the website: More compact More professional More visually focused on produc...

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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, w...

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 dat...

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...

The First Spark The coffee shop was quiet, the soft hum of the espresso machine mixing with the gentle tapping of keyboards. Sarah sat across from Mark, her eyes bright with excitement as she pushed her laptop slightly forward. "So, this is it," Sarah began, a warm smile spreading across her face. "I’m building something personal. I call it 'lady12345678910'." Mark leaned in, pen ready. "Tell me everything. I want to understand the story behind it, what you want to achieve, and who you want to reach." For the next thirty minutes, Sarah shared her vision. She talked about her inspiration, the problems she wanted to solve, and the kind of people she hoped to connect with. Mark listened intently, nodding, asking questions, and makin...

The First Spark The coffee shop was quiet, the soft hum of the espresso machine mixing with the gentle tapping of keyboards. Sarah sat across from Mark, her eyes bright with excitement as she pushed her laptop slightly forward. "So, this is it," Sarah began, a warm smile spreading across her face. "I’m building something personal. I call it 'lady12345678910'." Mark leaned in, pen ready. "Tell me everything. I want to understand the story behind it, what you want to achieve, and who you want to reach." For the next thirty minutes, Sarah shared her vision. She talked about her inspiration, the problems she wanted to solve, and the kind of people she hoped to connect with. Mark listened intently, nodding, asking questions, and makin...

...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...

I have four finished 3D models in .STL format that I need translated directly into .STEP, strictly one-to-one—no editing, healing, or redesign. Each source file is under 200 MB, which is the upper limit my CNC workflow can accept, so the resulting .STEP files must stay within that size range as well. These parts are for a prototyping run on a milling machine, so dimensional fidelity is critical. Deliverables • 4 .STEP files converted from the supplied .STL models • A simple verification sheet or screenshots confirming dimensions and details match the originals That’s the whole scope—clean, accurate, ready-to-mill files and a quick confirmation they’re identical to the inputs.

...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 have four finished 3D models in .STL format that I need translated directly into .STEP, strictly one-to-one—no editing, healing, or redesign. Each source file is under 200 MB, which is the upper limit my CNC workflow can accept, so the resulting .STEP files must stay within that size range as well. These parts are for a prototyping run on a milling machine, so dimensional fidelity is critical. Deliverables • 4 .STEP files converted from the supplied .STL models • A simple verification sheet or screenshots confirming dimensions and details match the originals That’s the whole scope—clean, accurate, ready-to-mill files and a quick confirmation they’re identical to the inputs.

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. ...

...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 pipeli...

...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 ...

...aluminium and steel—with a robust threaded connection system that can be produced on standard CNC and turning equipment. I will provide a comprehensive brief covering dimensions, performance targets, and load cases as soon as we have an NDA in place. You will retain the flexibility to optimise wall thicknesses, tolerances and fastening choices, and I am open to your recommendations on suitable machine shops or material suppliers once the design is frozen. Deliverables that will mark the project as complete: • Parametric SolidWorks assembly with all sub-components • Manufacturing-ready STEP and STL files for each part • 2D drawings with critical dimensions and thread call-outs • A brief design-for-manufacture summary highlighting any risk areas ...

I need someone based in or near Dammam to spend a day (or two half-day sessions) sitting with me and transferring customer data from our internal dashboard into an Excel sheet on my laptop. Remote access isn’t possible, so you will work directly on my machine at my office. The task is simple: copy less than 100 customer records, capturing the date and current process status for each, then place them into a clean spreadsheet laid out in standard rows and columns. Accuracy matters more than speed; every entry must match what you see on the screen. Deliverable • One Excel file on my laptop containing all customer rows completed and double-checked for accuracy. Acceptance criteria • All customer records present (no skipped rows) • Dates follow the DD/MM/YYY...

...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 ...

I am developing a Java-based billing system and my immediate need is rock-solid payment processing. Your task is twofold: first, build the core payment module in clean, well-structured Java; second, document the work in a clear, professional report. Scope of the build The application is centred on secure, reliable payment han...Good English, logical structure, and the ability to present diagrams (e.g., UML or simple flowcharts) will be valued. Deliverables • Source code (Java 8+ or a later LTS version) • Build/run instructions (Maven or Gradle preferred) • Unit tests with clear pass criteria • Technical report in PDF or DOCX, 5–10 pages Acceptance I will sign off once the payment workflow runs end-to-end on my machine and the report accurately re...

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.

...these will need to be able to be read in photoshop 8.0 without any errors, so do NOT use any smart vector objects or newer technology. Keep it simple and basic. Make sure you are using the correct fonts, and keeping everything in layers. 1) Modify the digital 2025 file (both front and back) to be a 1:1 identical match of the 2026 draft file, but now you are making it a digital file) Add the copy machine lines and the cell backgrounds as images to keep the same shade to the image as additional layers (from the 2026 draft file), change any text needed and make sure everything is spelled correctly. Make sure font size is not changed, and use the correct fonts. Dont modify fonts, final image needs to remain in layers and keep the same fonts. (you will need to change the boxes at th...

...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 gap and the no...

...machines not currently in production use. Deliverables: You will maintain a structured list of all outreach and findings, including: Company / contact name Location (country, city) Contact details (phone/email) Machine model (if applicable) Condition / status (working, stored, unknown) Asking price (if available) Notes / source of lead Acceptance criteria: A clear, organized report of all contacted leads Evidence of active outreach (calls/messages, not just web links) High-quality leads prioritized over quantity Bonus: If you successfully identify a working machine for sale within Europe and provide a valid contact, you will receive a €1 000 bonus. --- Ideal candidate: Strong researcher / investigator mindset Comfortable with cold outreach (phone ...

I need a small AI module that plugs into my existing Tally environment, pulls raw purchase, sales and stock-movement data, and turns it into a daily report that is pushed straight back into Tally as a ledger or voucher entry I can open like any other report. The...end result lands in Tally every day without manual intervention. Acceptance criteria • A single-click (or scheduled) job that fetches data from Tally, runs the calculations and writes the finished report back. • Clear mapping documentation so I can see which Tally fields feed each metric. • Source code, brief setup guide and a quick Loom/Zoom walkthrough showing the process working on my machine. If you can demonstrate something similar you’ve automated for accounting software before, that wil...

This assignment covers day-to-day system administration for a small yet business-critical estate that runs side-by-side Windows Server and Linux servers. I rely on each machine to stay patched, monitored, backed up and documented, so the core objective is simple: keep everything healthy and predictable while making improvements that reduce risk. Scope of work – Windows Server (2019/2022) with Active Directory, Group Policy, DNS, DHCP and occasional Hyper-V guests – Linux (mainly Ubuntu LTS and CentOS) hosting web stacks in Apache/Nginx, Docker containers and a handful of cron-driven services – Network-level touches such as VPN endpoints, firewall rule edits and certificate renewals whenever they intersect with server upkeep – Routine security hardeni...

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 reco...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 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 ...

...that cartoon is an arrow pointing to the right with a small wall clock above the arrow to indicate the passage of time. Next to the arrow on the right is a frame with the words You don't want to know how bad it gets. After that is an arrow pointing up to an image of fates- the inevitable Lachesis who is throwing a time machine from the movie- toward the left- the time machine she throws appears above the capital building and parachuters are parachuting down from the time machine. Landing on the ground standing on a bulldozer with guitar in hand glenn campbell is singing - Try a little kindness Parachuting down is ganesha with wukong sitting on Ganesha is throwing guan yin and says she will will do better than my cudgel Ian anderson is descending on a parachute...

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 ...

...forecasts 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 simpl...

...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 have a collection of English short stories and narrative e...will send the first batch (about 5,000 English words) in Word format. 2. You return a fully translated document preserving paragraph breaks, italics, and any line spacing that affects narrative flow. 3. We review together, fine-tune metaphors or cultural references, then proceed to the next batch. Acceptance criteria • Natural, reader-friendly narrative that never feels like a literal, machine-style conversion. • Characters, plot points, and literary devices stay intact. • No loss of context; cultural adaptations made where a direct translation would confuse or dull the impact. If you are confident you can let these stories sing in your language—while respecting the author’s ori...