Machine learning jobs

I have a collection of Hindi educational books that exist only as PDF files. I need every word re-typed into clean, error-free UTF-8 plain text so the content can later be fed into digital learning tools. Accuracy matters more than speed, yet the full set must be finished within a month. The PDFs include headings, paragraphs, tables and the usual subject-matter equations and examples you find in school textbooks. The final .txt files do not need visual formatting, but they must preserve: • Correct sentence order and paragraph breaks • All Hindi characters exactly as printed, including matras and punctuation • Any simple inline math or symbols written exactly as they appear Feel free to use OCR or transcription software as a starting point, but every line needs ...

... and display them in OHIF with cine, MPR and other advanced viewing features active. • REST or DICOM-web endpoints exposed so I can integrate this PACS with other medical systems later; a short README noting the URLs and credentials is fine. • Basic user guide showing how to add another modality and how to back up the database and image store. I already have root access to a fresh Ubuntu machine and can give you SSH as soon as we start. Please indicate how quickly you can turn this around and any prior experience you have with dcm4chee, OHIF, or similar PACS stacks....

I’m looking for someone patient and reliable to step in after school and focus on my children... • guide them through each assignment without giving away the answers, • keep them motivated and on-task, • explain concepts in clear, child-friendly language, and • check completed work for neatness and accuracy. A calm attitude, good command of both English and Marathi, and prior experience tutoring or supervising school-aged children are essential. If you can also suggest simple learning games or creative study methods, that’s a big plus. I’m ready to begin as soon as I find the right person, so please share a brief note about your childcare or tutoring background and your typical availability Monday–Friday. Let me know if you h...

...Rust (tokio or similar) Familiarity with numerical/data crates (e.g., ndarray, polars, nalgebra) is a plus Solid understanding of performance profiling and benchmarking Good written communication — able to explain technical trade-offs clearly Nice to Have Experience with financial data, trading systems, or blockchain/DEX-related work Python experience for prototyping or interop Background in machine learning or quantitative research Open-source Rust contributions What We're Looking For Someone who thinks in terms of correctness and performance simultaneously — not just "does it work" but "is this the right algorithm and the right data structure for the job." We value clear communication and a track record of shipping real, working syst...

My vending-machine placement company serves the Portland, Oregon metro and I need a seasoned sales professional who can handle the full cycle without hand-holding. Your day starts with prospecting—locating offices, schools, hospitals, and warehouses that could benefit from on-site vending—and ends with a signed placement agreement. What you’ll actually do • Source and qualify leads within Portland and surrounding suburbs • Call decision-makers, present our value proposition, overcome objections, and secure the location agreement • Keep concise notes on each touchpoint so I can handle the logistics once the deal is closed I’ll walk you through our product mix, commission structure, and the paperwork flow, but there will be no fundamental...

I have a set of PDF bank statements and I need every transaction imported into a single, well-structured SQLite database. The database only has to hold one field—Amount—so you can ignore dates and descriptions unless you find them useful for your own processing logic. You can choose whichever parsing approach you prefer (Python + PyPDF...value from the PDFs • The script or notebook you used, clearly commented so I can rerun it on future statements • A short read-me explaining setup and execution steps Acceptance Criteria • Every monetary value appearing in the PDFs is present in the Amount column, no duplicates, no omissions • The database opens without errors in the latest SQLite browser • Your script runs on a clean machine with only ...

I’m ready to give my small entertainment-meets-learning business a memorable face, starting with a fun, typography-focused logo in bold, contrasting colors. The goal is a mark that instantly signals energy and curiosity to both corporate L&D teams and casual event-goers, while still feeling professional enough to live on slide decks, social media, and merchandise. Here’s what I need from you: • A primary logo and simplified secondary mark, both driven by clever type rather than icons. • A concise brand guide (PDF) detailing the color palette, type hierarchy, clear-space rules, example mock-ups, and usage do’s & don’ts. • Final files in vector (AI/SVG) and web-ready (PNG/JPG) formats. Feel free to bring in playful letterforms, dy...

**Project Title: Build a Production-Ready iOS and Android App for an Existing Language-Learning Platform** We are seeking an experienced mobile app development company or established team to design, develop, test, and launch the student mobile application for **eloquio**, an instructor-led language-learning platform with an existing production web application and backend. This is not a concept-stage project. The selected company will work with our existing platform, backend services, brand identity, and initial mobile repository to deliver a polished, production-ready app for both iOS and Android. ### Preferred Technology The primary proposal must use: * React Native with Expo * TypeScript * Expo Router * EAS Build and Submit * One maintainable codebase for iOS and Andro...

I’m creating a learning module for college–level students and need a polished slideshow-style video that presents the core concepts in a clear, engaging way. You’ll take my completed slides (supplied by me) and transform them into a video with subtle transitions. While the tone must remain academic, the pacing should still feel lively enough to keep students’ attention during online or in-class playback. Feel free to work in PowerPoint, Keynote, Canva, After Effects, Premiere, or any comparable tool—just be sure the final export is an MP4 that plays smoothly on standard classroom equipment and inside most LMS platforms. Lets discuss: • MP4 of the finished slideshow • Editable project file so future updates are possible • Rough t...

I’m developing a line of modern sofas and need complete CAD + CAM packages that can go straight to my CNC nesting machine. Different models like key features—recliners, hidden storage compartments, and modular sections that can be rearranged—so the drawings must anticipate those mechanisms and clearances from the outset. Because upholstery may shift from leather to fabric or even synthetic coverings depending on market demand, frame dimensions and fastening points should stay material–agnostic. If a small tweak is needed to accommodate a thicker fabric wrap, I want to be able to adjust a parameter rather than redraw the part. Please prepare each sofa concept as a production-ready set that covers: • 3D master model (SolidWorks, Inventor, or compara...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

I am seeking an expert in Artificial Intelligence, specifically in Machine Learning algorithms, to help write a tech paper for publication in IEEE. Research begins by identifying a novel problem and a potential algorithmic contribution. I do not have datasets, preliminary results, or an initial research idea to build from at this moment. The paper should focus on proposing a new algorithm. Venue and timeline matter to me : I care about where this lands, not just that it lands. Two things are important to me and I would like you to address both directly in your proposal. First, I want the paper to actually get cited. Tell me which venues you would target for work like this, why work published there tends to get picked up, and what citation counts are realistic in the first...

...visually; speaks while the board changes; points to the exact learning object being discussed; highlights or emphasizes important information; lets the student interact with the lesson; reacts to the learner’s response; allows the learner to interrupt and ask a question; opens a supporting explanation; and returns to the original lesson without losing context. The viewer should understand that this is: an interactive teaching experience, not simply a chatbot, video lesson, or answer generator. Example Animation Sequence The exact storyboard will be finalized before full production, but an example sequence may look like this: Scene 1 — Visual Explanation The tutor introduces a concept on the board. A number, equation, diagram, or learning object appears. ...

...requirements privately, understanding the context, and identifying people who may be a strong fit without relying on public advertising. Ideal Connector You may be a good fit if you: • Have a broad personal network in Brazil • Know many young professionals through work, friends, universities, remote-work communities, customer support, BPO, virtual-assistant circles, technical support, English-learning communities, or similar environments • Are comfortable identifying people based on communication ability, personality, reliability, adaptability, and practical skills rather than only résumés or formal credentials • Understand basic technology and can recognize whether someone is comfortable with software, online tools, and technical concepts •...

I need a seasoned blockchain developer who can jump in right now and finish a full integration with the ZEC blockchain within the next 24 hours. The target is a running web application that also relies on its own backend/database, so you will be wiring both layers to the blockchain and handing back a working, fully tested build. Scope • Connect my existing web f...app’s current database records with on-chain data, keeping both sides consistent. • Provide a quick walk-through (video or call) and concise deployment notes so I can reproduce the setup. Fixed budget is ₹10,000 and the clock starts the moment you accept. Please respond only if you have proven ZEC (or similar UTXO-based) experience and examples you can show immediately; there’s no room for a learnin...

My existing logo needs to be converted into a clean, ready-to-stitch PES file. The finished design should stitch out crisply at a medium size—anywhere between three and six inches—using simple, well-balanced fills and underlays that suit its basic shapes and limited colour palette. I will run this on a multi-needle machine so please keep jump stitches, trims and density under control; a tidy thread path is important. Along with the PES file, include a quick preview image and a colour sequence sheet so I can load it straight into my software for a test run. Deliverables: • Optimised PES file (3-6" size) • Stitch preview image (JPG or PNG) • Colour/stitch run sheet A Wilcom- or Hatch-generated file is perfect, but any professional digitising ...

...limited company, training and career-development platform. Before sharing the complete requirements, please share your relevant previous work, especially projects related to EdTech, e-learning, training institutes, career platforms, LMS, job portals, or similar websites/apps, including live links, demos, screenshots/videos and available features/modules. The project may include: Professional Website + Android/iOS App Course & Technology Catalogue Course details, syllabus & faculty profiles Student registration/login & OTP authentication Online admission/enrollment Online payment gateway Student dashboard & learning progress Live/recorded classes and study materials Assessments, assignments & certificates Career guidance & interview preparation P...

I need reliable, automated access to a local website dedicated to the diamond industry so I can stay ahead of pricing movements, changing inventory levels, and broader market tren...insights; include clear instructions so I can tweak the prompt myself later. Key points – The scraper must run unattended on a set schedule. – Data integrity is critical: time-stamped records, graceful error handling, and a simple log of successful/failed runs. – Any third-party libraries or headless browser drivers used should be documented in a quick setup guide so I can redeploy on another machine. The project is finished when the script is running on my server, both daily and weekly reports arrive on schedule, and the prompt reliably produces an accurate narrative summary fr...

...single bedroom that will be used by a toddler. The overall look should feel unmistakably “toddler-friendly,” and every design choice—from colour palette to furniture scale—must reinforce an educational theme. I will supply the room’s dimensions and current photos once we start. From there, I’d like you to build a detailed model, dress it with child-safe, age-appropriate furnishings, integrate learning elements (alphabet decals, numbers, tactile wall panels, etc.), and present lighting that keeps the space bright yet soothing at night. Deliverables • High-resolution still renders that show the room from at least two angles • The editable source file from your preferred software (SketchUp, 3ds Max, Blender or similar) • A ...

I’m setting up an online club for 13- to 17-year-olds who want to sharpen their skills and teamwork in popular multiplayer video games. Your role is to turn play into structured learning by walking them through mechanics, strategy, and in-game communication while keeping the atmosphere fun and age-appropriate. Show me your experience coaching or teaching gamers—especially teens. Links to prior streams, lesson samples, or tournament results speak louder than long bios. Once we agree on the game titles, you’ll deliver: • A session-by-session plan (6–8 weeks) with clear goals • Slide decks or handouts for each lesson • Simple progress trackers parents can view Sessions will run live on Discord or Zoom, so be comfortable sharing scre...

I already have the full mechanical side of a new, cost-effective outdoor vending machine—frame, actuators, motors, sensors, the lot. What’s missing is the electronic heart: a sleek touchscreen interface, a reliable controller, and rock-solid QR-code payment processing. Here’s what I need built and integrated: • A capacitive touchscreen (preferred size 7-10 in) that looks premium outdoors, survives glare and light rain, and gives a smooth, intuitive flow from product selection to checkout. • A central controller (Raspberry Pi, STM32, or a similarly capable board—open to your recommendation) that drives the existing motors and sensors, handles temperature monitoring, door locks, and any future add-ons. • QR-code payment only: the screen sho...

I want to guide a small group of absolute beginners all the way to the point where they can land an entry-level role in AI, machine learning and generative AI. To get there, I’ll need a mentor who can design and deliver a complete learning journey—covering core theory just enough to ground them, then pivoting quickly into hands-on coding, model training and project work that showcases real-world skills. Here’s what I’m expecting from you: • A clear, modular curriculum that progresses from Python basics through classic machine-learning workflows and on to modern generative models (GPT-style LLMs, diffusion, etc.). • Live or recorded sessions with practical demos, Jupyter notebooks and datasets my trainees can keep exper...

I have a set of rough hand-drawn sketches for a manufacturing machine and now need them translated into professional, production-ready CAD files. Your task is to turn each concept into a clean 3D model and a matching set of 2D drawings that cover every individual part and the full assembly. You will start from my scans and notes, ask any clarifying questions, then create a well-structured CAD file tree so the relationship between parts, sub-assemblies, and the final assembly is crystal clear. The documentation must be suitable for machinists and fabricators, so dimensions, tolerances, and call-outs should follow industry standards. I am flexible on software: if you work in SolidWorks, Inventor, Fusion 360, or similar, that’s fine as long as you can export common formats such...

...real-time levels across branches. • Sales tracking that links orders, dispatch and invoices, with the option to apply customer-specific or time-based discounts automatically. • Full accounting module (or seamless push-pull integration with existing Tally data) so entries made in the ERP reflect instantly in Tally and vice versa. • Processing module to record milling yields, by-products and machine downtime. • Custom time-related discounting rules—e.g., early-morning bulk buyers get special rates that expire automatically. • WhatsApp message automation (without the official API) to send order confirmations, dispatch alerts and payment reminders straight from the system. • Multi-user access over different locations with proper role pe...

...children’s brand focused on making learning, reading, creativity, and exploration fun for kids. KidsJupiter is being developed as a **children’s newspaper/activity periodical**, with the potential to grow into a larger kids’ educational and entertainment brand What I’m Looking For The logo should be: * Fun, cheerful, playful, and child-friendly * Modern and professional—not overly cartoonish or childish * Creative and imaginative * Easy for children and parents to recognize and remember * Suitable for both print and digital platforms * Strong enough to work as a long-term brand identity * Appealing to both children and parents * Easy to reproduce in different sizes and formats I would like the logo to capture the idea of **curiosity, imagination...

I need my standalone Windows Server 2025 brought up to full CIS Benchmarks Level 1 compliance. After the changes are applied, I also require a line-by-line report that maps each CIS control to the exact setting on the machine, clearly indicating pass/fail status and any remediations performed. Scope • Harden every item in the official CIS Windows Server 2025 Benchmark, Level 1 profile. • Work directly on a single, isolated server (no domain dependencies). • Use standard, scriptable methods—Group Policy, registry edits, PowerShell, or CIS-CAT/SCAP content—so the steps are reproducible. Deliverables 1. Hardened server meeting Level 1. 2. Detailed compliance report in CSV or XLSX showing: – CIS control ID and description &ndash...

I have a clean, ready-to-use Iris dataset and need a complete Support Vector Machine classification pipeline built around it. The job is straightforward: tune an SVM (scikit-learn or similar) to separate the three Iris species, document the process, and hand over reproducible code and results. Here’s what I expect: • A concise notebook or script that loads the data, performs any minimal preprocessing you find beneficial, runs hyper-parameter optimisation, trains the final model, and outputs accuracy, precision, recall and the confusion matrix. • A short write-up (markdown inside the notebook is fine) explaining why the chosen kernel and parameters work best, plus any insights you notice in the feature space. • Saved model file so I can deploy or reload it...

...Queue and schedule those emails to go out at the ideal time without me touching the Outlook interface • Send the messages through my existing Outlook account and log basic delivery details for later review I need clean, well-commented code (Python, Node.js, or a language you recommend that works smoothly with Microsoft Graph) plus a short setup guide so I can reinstall the solution on another machine if needed. We’ll run a quick live test: I’ll supply a sample prompt, the agent should generate the email, schedule it for a specified time, and confirm the action back to me. If you’ve linked Outlook to OpenAI or Anthropic APIs before, or if you’ve already handled Microsoft Graph authentication flows, you’ll be able to move fast on this. Let m...

# Open-Source LMS Expert Required — Production-Ready Multi-Tenant LMS ## Project Overview We are building a **white-label LMS platform for multiple trading academies**. The platform will allow different academy businesses to operate their own branded learning environments from a common technology platform. We are looking for a **senior LMS engineer / architect who has already built and successfully launched an LMS in production using an open-source LMS codebase**. This is NOT a project for someone who has only created courses in Moodle or performed basic LMS configuration. ## Mandatory Experience You must have personally worked on at least **one real LMS project that was successfully launched end-to-end in production**, preferably using an open-source platform such as: ...

...but so is keeping the tone engaging and age-appropriate whenever the text is meant to be read aloud or handed to students. Scope • Translate both directions: Arabic→English and English→Arabic. • Preserve educational terminology and any pedagogical nuances. • Keep layout cues, section headers, and formatting consistent so the final files are classroom-ready. Acceptance Criteria • Zero machine-translation tell-tales; the language must read naturally to native speakers. • Terminology lists (if provided) are followed consistently. • Delivery in the same editable file format you receive, with changes clearly highlighted. If you have a background in primary education or have previously translated school resources, that will make on...

... the model ingests it locally, and then—through voice alone—I can ask questions about the document and get spoken answers back. Key points I must see working: • Runs entirely on Windows without needing command-line setup. • Uses the Google Assistant voice interface for both input and spoken output. • Processes PDFs offline: the text is extracted, fed to the model, and retained only on my machine. • Voice queries such as “What is the author’s main argument on page 5?” return an accurate, concise spoken answer within a reasonable response time. I’m open to whichever open-source LLM, PDF parsing library, or local vector store you prefer, as long as everything stays offline after the initial Google Assistant handshake. P...

AKALS IS HIRING | SAT ENGLISH TUTOR We’re looking for a passionate and experienced SAT English Tutor to join the AKALS teaching team. Rol...concepts clearly and practically • Strong SAT question-solving and test-taking strategies • Experience teaching SAT students preferred • Good communication and classroom skills • Ability to create a structured learning plan for students What you’ll do: ✓ Conduct 1-on-1 online SAT classes ✓ Teach Reading & Writing concepts ✓ Analyze student mistakes and performance ✓ Provide practice and homework ✓ Help students improve accuracy, speed, and confidence ✓ Track student progress and provide feedback Join AKALS and become part of a growing education brand focused on high-quality, personalized learning. AK...

...Following exercises - Noun and Pronoun exercises - English Fill in the Blanks - Random questions for continuous practice - Instant answer verification - Score calculation - Progress tracking - Clean and attractive user interface - Mobile-friendly and responsive design - Easy navigation for students and general users Goal The main goal of this website is to provide a simple, interactive, and free learning platform where users can improve their basic Math and English skills through practice, quizzes, and instant feedback....

I’m building out a series of AI-driven features and need an engineer who can step in wherever the development cycle demands— from early-stage prototyping to production deployment. The exact focus is still open, so you’ll help me evaluate whether classic machine learning, natural language processing, or computer vision best fits each feature we prioritise. Here’s how I see the collaboration: • Work with me to clarify the first use-case, audit the data I already have, and outline any additional collection or labelling steps. • Design a model architecture suited to that problem, train and validate it, then document performance clearly enough for non-technical stakeholders. • Package the solution into clean, modular code (Python prefer...

...the class and also be humble and able to deliver when it matters The person we are looking for is not a PYTHON engineer as the bookies will never unravel their software laid bare for the 100's thousands of python engineers to pick apart and profit from. NO - we are looking for a out of the box thinker that group and completely unravel the incredibly complex and deliberately undetectable odds machine that the book makers have spent 100s of millions of USD reinvesting in so that we can't detect - I need a genius that is also an an engineer but CAN think well outside the conventional science to think like a bookie - is that you? If you possess a brilliant flexible mind that can also balance with exceptional engineering logic - than this project is for you Skills Required ...

...Following exercises - Noun and Pronoun exercises - English Fill in the Blanks - Random questions for continuous practice - Instant answer verification - Score calculation - Progress tracking - Clean and attractive user interface - Mobile-friendly and responsive design - Easy navigation for students and general users Goal The main goal of this website is to provide a simple, interactive, and free learning platform where users can improve their basic Math and English skills through practice, quizzes, and instant feedback....

...readers, language/writing defaults); the section editor with a three-column shell, template picker, generation modes and nested progressive-disclosure cards; writing-profile presets and custom panel; the flow library with lifecycle, roles, versioning and suggestions; section management and Reporting integration; plus EN/NL localisation. Backend (142h): flow/step data model and lifecycle state machine; semantic registry service; evidence query builder, resolver, payload filtering and dependency engine; step-contract compilation, locked HappyCortex policy, evidence snapshots and generation records; writing-profile resolution, publish/sharing, personal versions, suggestion review, roles and production readiness; and the localised registry (EN/NL). Super Admin (15h): admin console ...

...platform for analyzing chest X-ray images and assisting with disease prediction. The system uses Deep Learning with DenseNet121 to classify X-ray images into five categories: Normal, Pneumonia, Atelectasis, Cardiomegaly, and Effusion. Integrated Grad-CAM Explainable AI (XAI) to generate visual heatmaps highlighting regions of the X-ray that contributed to the model's prediction. Built REST APIs using FastAPI for image upload, prediction, model information, and health monitoring. The platform also supports prediction history and is designed for integration with AI-assisted medical report generation using LLMs. Key Features 1. Medical Image Analysis – Processes chest X-ray images using deep learning. 2. Disease Classification – DenseNet121-based classificat...

I need a set of mechanical brackets machined from certified 7075-T6 aluminium. T...parts feature complex contours, so 3-axis or 5-axis CNC capability is essential to keep every surface true. Key requirements • Material: 7075-T6 aluminium, mill finish only – no anodising or additional coatings. • Tolerance: ±0.05 mm across all features. • Holes: pilot-drilled only; no tapping is required. I will provide dimensioned drawings and a 3D STEP file once we begin. You should machine, deburr, and visually inspect each part, then share measurement reports that confirm the stated tolerance. Material certificates are also needed with the delivery. Let me know your estimated turnaround time, preferred inspection method, and any questions you have about ...

**Freelancer Required – 21 CFR Part 11 Compliant Software Development for FBD Machine** We are looking for an experienced **21 CFR Part 11 / GxP Automation / CSV professional** to develop and implement a compliant software system for an existing **Fluid Bed Dryer (FBD) machine** currently operating with a non-compliant control/software system. We will provide all necessary machine details, existing PLC/HMI program information, I/O details, process parameters, batch sequence, existing reports, and other technical information required for the project. The freelancer should have **strong practical experience in 21 CFR Part 11 compliance and pharmaceutical automation**, preferably with multiple projects completed from **requirement gathering through development, v...

I am looking for reliable freelancers to assist with a high-quality data annotation, collection, and transcription project. This data will be used to train AI and machine learning models, so accuracy and attention to detail are critical. Your tasks will include gathering or recording specific target media files or text samples according to given guidelines, accurately transcribing audio or video recordings into clean text with precise formatting and timestamps, and labeling text, images, or audio segments using specified tags, bounding boxes, or categories. You must review all completed work to ensure zero spelling mistakes, precise labeling, and exact adherence to project rules. The required skills for this job are data entry, audio transcription, data labeling, annotation, ...

I need a compact first-person role-playing experience built in Unity that I can open, run and extend on my own machine. The concept is “Civic Hero: Save Your City.” Core brief • Build a colourful, fully animated scene where the player moves freely in first person. • Include 5–6 short, city-service tasks: rescuing trapped civilians, collecting scattered safety gear, repairing a traffic light, fixing a damaged power box, clearing street debris, and restoring a broken water valve. • Tasks should trigger simple win conditions (e.g., interact key, short minigame or quick-time event) and feed a running “City Health” meter. • Provide C# source code, organised and commented, with clear namespaces and prefabs so I can tweak paramet...

I want to develop an AI-driven application that takes raw footage and turns it into polished video with minimal manual input. The core idea is to streamline everyday editing tasks—cutting, trimming, colour matching, basic motion graphics—through machine-learning models so I can focus on creative direction instead of button-pushing. Because the exact feature mix is still open, I’m especially interested in solutions that can easily expand to cover automatic scene detection, audio clean-up and smart title/text overlays as the project grows. Feel free to propose a framework you know well—whether that’s Python with OpenCV, a TensorFlow or PyTorch model, or an integration on top of Adobe’s SDK—so long as the final result runs on Windows an...

...shifts before they surface officially. I already know the broad contours—coverage must span almost all languages relevant to the regions under study, while drawing from mainstream news outlets, official government releases and authoritative expert commentary. What I need now is a small, cross-disciplinary group comfortable with media monitoring, foreign-policy analysis and-or modern AI / machine-learning techniques (NLP, topic modelling, LLMs, classification workflows in Python or R). Together we will review and refine: • the critical sources in each language and define ingestion methods • Build or adapt an AI layer that flags emerging narratives and policy signals for human review • an oversight framework that lets analysts verify, conte...

...Technology Stack: We are flexible regarding the technology stack, but prefer C/C++, Python, COBOL, AUTOSAR, embedded Linux, or other widely used automotive industry standards. Key Requirements: 1. Real, functional production-grade source code (not demos or prototypes). 2. High-quality code with clear structure and documentation. 3. Legally transferable licensing and usage rights. 4. Suitable for learning, development, and further customizations. 5. Reasonably large and complete codebase. Selection Criteria: - Proven experience in automotive software development. - Strong skills in C/C++ and embedded systems. - Expertise in AUTOSAR, CAN, UDS, ADAS, EV/BMS, or related technologies. - The ability to provide a substantial pre-existing codebase with robust documentation and architec...

My Samsung front-loader sits in the laundry room and its door seal finally gave out. I already have the genuine replacement door gasket and have removed the torn seal, and f...laundry room and its door seal finally gave out. I already have the genuine replacement door gasket and have removed the torn seal, and fitted the new one. However, I need the metal rings re-attached, and run a quick test cycle to confirm there are no leaks or vibration issues. Please bring the basic tools usually required for this type of job and any seal-safe lubricant you prefer. The washing machine is easily accessible with power and water shut-offs right beside it. If you’ve worked on Samsung or similar front-load washers before and can complete the swap efficiently, let’s set up a time t...