Data annotation jobs
...Your top focus will be professional content moderation: • Tagging and categorizing every incoming image with accurate, searchable labels. • Checking each file against our policy to confirm it meets compliance standards and flagging anything that does not. Beyond moderation, you will also take on light data entry, basic data processing, and the occasional online research or administrative task when workloads shift. An ideal match already knows their way around AI-driven data annotation tools, is comfortable running a quick quality check on their own work, and has a record of following step-by-step instructions to the letter. I value reliability, clear communication, and fast turnaround times. If you can bring that—along with solid expe...
Hiring: Audio Transcription Specialist – AI/Data Annotation (Ermis Protocol)We are seeking a detail-oriented Audio Transcription Specialist to transcribe audio files for training and evaluating speech-to-text and AI voice models. This role requires strict adherence to precise formatting, spoken-form text normalization, and acoustic tagging rules. Key ResponsibilitiesSpoken-Form Transcription: Convert spoken human audio into strict spoken-form text (all lowercase, no standard sentence punctuation, numbers spelled out as words). Exact Acoustic Mapping: Capture all spoken content verbatim—including fillers, backchannels, repeated words, truncations, and non-speech sounds—without correcting grammar or omitting sounds. Acoustic & Speaker Tagging: Accuratel...
I have access to an invite-only TradingView indicator whose Pine Script is hidden. I need the full, readable source so I can study the calculation methods that drive its signals and values; I do n...modify or redistribute it. You will need to retrieve the unobfuscated code from the TradingView environment, preserving all comments and structure so the formulas remain clear. Familiarity with Pine Script internals, browser or network debugging, and past experience cracking protected invite-only studies will be crucial. Deliverables • Complete, formatted Pine Script source code • Brief annotation or note highlighting where the key calculations are performed Let me know your method, any access or credentials you require, and an estimated turnaround time so we can move ...
We are seeking talented and detail-oriented freelancers with experience in Al, Data Annotation, and Labelling to join an exciting new project. The selected candidates will contribute to improving Al systems through high-quality annotation and labeling tasks while maintaining accuracy and consistency according to project guidelines. Project Details: • Role: Music Annotation & Transcription Specialist • Engagement Type: Freelance / Independent Contractor • Project Duration: 1 Week (Starting Tuesday, 4 August 2026 • Average Handling Time (AHT): Approximately 2 minutes per task • Hourly Rate : INR 200 Key Responsibilities: • Annotate and classify music-related audio content according to project guidelines. • Transcribe mu...
...application. My focus right now is solely on the schematic stage—no board layout or routing is required at this point. You will start from a functional description that I will provide (target bandwidth, expected input/output levels, and available supply rails) and turn it into a clean, well-documented schematic that can later be handed off for PCB layout. Proper component selection, clear annotation, and ready-to-simulate design files are essential. Please work in a mainstream CAD tool such as Altium Designer, KiCad, or OrCAD—let me know which one you prefer so I can confirm compatibility. The final hand-over should include: • The editable source file in the chosen CAD format • A PDF/PNG export of the schematic for easy review • A concise BO...
...to the scale and drafting standards normally required by Australian planning authorities. I’ll supply the current survey and any photographs you need as soon as we get started. Drawings must be produced in CAD (AutoCAD, Revit, ArchiCAD or similar) and delivered in both PDF for submission and the native file format for future edits. Accuracy to millimetres, consistent line weights and clear annotation are essential; the council can be strict, so I’m counting on your eye for compliance with setback, height and site-coverage rules. Once you’ve returned the first draft, I’ll mark up any council or personal comments, and we’ll iterate until the drawings are ready to lodge. If you have experience dealing with residential extensions and can turn revis...
...need them converted into clean, well-layered AutoCAD files. The final package must include accurate floor plans, elevations, and sections, all drawn to scale and ready for printing as both DWG and PDF. You will receive scanned copies of the physical sketches along with key dimensions. My expectations are: • Each drawing follows standard architectural conventions for line weights, hatching, and annotation. • All rooms, openings, fixtures, and levels represented exactly as shown on the sketches—no missed details. • Consistent, logical layer naming so future edits are easy. I will review progress in two milestones: a first draft set for quick mark-ups, then a final corrected set. Deliver once everything is tidy, dimensioned, and plotted correctly at 1:100. I...
I need a skilled AutoCAD technician to prepare roof construction drawings that clearly show all waterproofing layers alongside the exact insulation thicknesses. The focus is on accurately documenting every layer rather than redesigning the roof geometry itself, so precision in annotation and layering is critical. Please incorporate both elements—waterproofing and insulation—throughout the plan, section and detail views. For the waterproofing call-outs, I must see: • Type of waterproofing material • Number of waterproofing layers Deliverables 1. Layered DWG files compatible with AutoCAD 2020 or later. 2. Matching PDFs for quick review. 3. A concise legend or key explaining line types, hatch patterns and material abbreviations. Drawings will be co...
I have a floorplan in PDF format that ... doors, windows, and other building elements must scale correctly to the original sheet size, but I only need moderate precision—close enough for space-planning and revisions, not mill-level accuracy. Your job is to overlay the PDF, match the scale, and rebuild the geometry so I can freely adjust lines, add or delete objects, and apply new layers later. Please keep text, hatching, and basic annotation styles editable as native AutoCAD elements rather than embedded images. Deliverable: • One DWG file that opens in the latest AutoCAD version, scaled to match the PDF and fully modifiable on layer 0. If you have handled architectural PDF conversions before and can turn this around quickly, let me know your timeframe and any clarifi...
...and details shall be developed from scratch by coordinating the floor plans, section-cut locations, sketches, and the construction information established in Section #4. * Verify all wall assemblies, framing conditions, roof geometry, floor and ceiling assemblies, and finish thicknesses against the project drawings and Section #4. * Maintain the same drafting style, line weights, labeling, annotation standards, and level of detail used in Section #4. * Coordinate all visible elements in section, including walls, partitions, openings, stairs, floors, ceilings, roof framing, finishes, and exterior architectural features. * Do not assume or introduce construction conditions that are not supported by the plans, sketches, or Section #4. Any unclear or conflicting information shall...
I have three separate customer data reports that I download regularly. I need an offline solution—Excel-based is preferred, but I’m open to any lightweight desktop approach—that can pull the data from those three files, combine and clean it automatically, and then present the final results back in Excel across multiple worksheets. Core needs • A simple way for me to point the tool to the three source reports (file picker, drop zone, or even just pasting paths). • Behind-the-scenes logic that matches customer records, removes duplicates, and reconciles any field name differences. • Output to an .xlsx file with clearly labelled multiple sheets (e.g., Combined_Data, Exceptions, and any other logical splits you suggest). • Everything...
**AI Egocentric Data Collection Services in India | Scalable iPhone Participant Network** Are you looking for a reliable, execution-focused partner for large-scale AI Egocentric and First-Person Data Collection in India? At **Aelifins Technologies**, we simplify field operations by managing the complete data collection lifecycle—from participant recruitment to multi-level quality assurance—so your team can focus on building better AI models. ### Verified iPhone Participant Network * 100–200+ pre-vetted participants across India, ready for immediate onboarding. * Guaranteed access to iPhone 11 and newer devices for high-quality spatial and video data collection. ### Diverse Real-World Data Collection Environments * **Residential:** ...
...and materials • A simple roof framing plan (no structural sizing—just layout) • DWG and PDF exports, all layers named logically Accuracy matters: all wall thicknesses, stair and ramp slopes, egress widths, and ADA clearances must follow the latest International Building Code and ADA 2010 guidelines. File organisation should let any consultant turn layers on/off without hunting: separate annotation, walls, doors, windows, fixtures, and furniture blocks. No exploded blocks, and please keep everything in model space; layouts can carry viewports and title blocks. Timing I’d like the first-pass floor plans within one week of project start. Revisions: two rounds included, turned around within two business days each. Final package due two weeks after app...
...Daily Practice Problems (DPP) • Assignments • Tests • Test Results • Doubts • Announcements • The layout should remain consistent across all courses. 6. Courses • Display all available courses for purchase. • Course Name • Description • Duration • Faculty Details • Fee • Buy Now / Enroll Button 7. Live Classes • HD Live Streaming • Low Bandwidth Mode • Live Chat • Raise Hand • Whiteboard / Annotation Support • Attendance Tracking • Automatic Recording (from the admin side; recording from students should be blocked) • Live Class Reminder Notifications • After every class: recording should automatically appear in Recorded Lectures. • Class PDF/Notes should be uploade...
...of raw geospatial layers coming from various sensors in the field, and I need those data transformed into clear, insightful maps. Your main focus will be mapping and visualization, so deep experience with Esri ArcGIS — and an up-to-date ArcGIS certification to prove it — is essential. Scope of work The project starts with cleaning and organising sensor-derived geospatial data, building a solid geodatabase where needed, and then designing map products that communicate patterns at a glance. Think thematic maps, interactive web layers and printable layouts that decision-makers can digest quickly. Because most of the insight must be drawn visually, cartographic finesse and a good handle on symbology, annotation and scale-dependent rendering are all import...
...against the parts it will join. The fit is critical—I’m working to strict tolerances rather than “close enough,” and I have only partial measurements for the neighbouring parts, so I’ll need your help closing the data gaps before we lock anything down. Here’s what I need from you: • Review my current files, check the interfaces and spot where material has to move—however minor—to achieve the correct engagement. • Adjust the CAD so the final geometry respects those tight tolerance bands; no interference, no rattling. • Provide updated STEP and STL files, plus a quick drawing or annotation showing the exact fit zones and the numbers we agreed on, so the machine shop can hit them first pass. Any mainstream ...
...internet access and the ability to follow setup instructions precisely. - Nice to have Solid knowledge of one or more domains (e.g. sports, history, science, finance, geography) — subject expertise makes it easier to craft difficult, verifiable questions. Background in OSINT, competitive/market research, journalism, library or information science, or fact-checking. Prior experience with AI data annotation or model evaluation....
...(DWG format): • Mounting dimensions: plan, section, and any enlarged details required for a clean install • Wiring diagrams: clear point-to-point schematic for the speaker circuit, with cable types and gauge called out • Material specifications: table listing brackets, anchors, hardware, and any recommended surface treatments Acceptance will be based on: • Correct scale (metric), legible annotation, and tidy layer organisation • No missing dimensions or call-outs relevant to installation and safety • All materials and wiring clearly referenced in both drawing and legend If you already have a preferred block library or template that speeds up the work, feel free to use it as long as the final sheets remain editable in vanilla AutoCAD 2021 or...
...entertainment clips—mostly comedy and action scenes—that need precise, time-coded annotation and transcription. Inside a browser-based tool you will: • Adjust segment start and end times so every action is perfectly aligned with the timeline. • Apply the following tag set exactly as written: Character interactions, Physical actions, Facial expressions. • Write a clear, fluent English sentence or two that describes what happens on-screen for each segment. Accuracy, consistency, and on-schedule delivery are critical. The work is repetitive but demands sharp attention to detail; any drift in timestamps or wording quickly compounds across the dataset. If you already have experience in AI data-labeling or similar annotation platforms, you...
I need a clean, well-organised duct layout in AutoCAD for a commercial ventilation system. You will be working from a detailed floor plan that I will supply a...will supply as soon as we start, so there is no guess-work on room sizes or equipment locations—just focus on sizing, routing and fitting the ducts efficiently. Please keep everything strictly in 2D and deliver the final DWG with appropriate layers for supply, return, exhaust and any fire/smoke dampers you place. I’ll review the drawing against the floor plan for accuracy of dimensions, clear annotation of duct sizes, and tidy layer management before releasing final approval. I will provide the size of duct at exits from equipment, and you will have to size the ducts (rectangular) for the distribution based of ...
...workspace where your screen is not visible to anyone else, and stable high-speed internet - Strong written English and the ability to follow a standard operating procedure exactly - Discretion: an NDA is required, content never leaves the review screen (no downloads, no screenshots, no photos), and your login credentials are yours alone ## Nice to have Content moderation, trust & safety, data labeling or annotation, QA, or other detail-critical review experience. None of it is required — care matters more than résumé....
I have a commercial project that is ready for professional drafting and I need the floor plans produced in AutoCAD. I will supply the building sketches, dimensions and any reference images I have; your role is to turn them into clean architectural drawings that follow standard layering, clear annotation and proper scaling. Please work in the current AutoCAD version (DWG format) and also provide a PDF set for easy review. Accuracy is essential—walls, openings, structural elements and fixed furniture must match the field measurements I provide. Deliverable • Finalised commercial floor plan in DWG and PDF Let me know your estimated turnaround time and any samples of similar commercial work you have completed so I can move forward quickly.
I need complete interior elevation views for every wall of the bathroom, drawn directly in the provided CAD file. The sample elevations already in that file set the benchmark, so please mirror their line weights, hatching, annotation style, and layer naming exactly—no merging or ad-hoc layers. Architectural details are the priority: moldings, niches, window trims, baseboards, and any other built-in features should read clearly and accurately. Plumbing and electrical items can stay in place as references, but the graphic emphasis must stay on those architectural elements. Deliverables • Updated AutoCAD 2016-compatible DWG, fully editable, with the untouched layer structure intact • One elevation view per bathroom wall, laid out at the same scale the sample sheets ...
...Terminus 2 Project Contributor I’m looking for a reliable and detail-oriented person to work on the Terminus 2 project on Snorkel AI. The work involves reviewing AI-generated responses, following project instructions, evaluating outputs, and completing assigned tasks accurately and consistently. Preferred qualifications: Previous experience with Terminus 2, Snorkel AI, AI evaluation, or data annotation Strong written English and reading comprehension Ability to understand detailed guidelines and apply them consistently Good attention to detail Reliable availability and ability to meet deadlines Comfortable working independently on repetitive, quality-focused tasks Project details: Remote work Flexible schedule Part-time or task-based opportunity Instructions an...
...workspace where your screen is not visible to anyone else, and stable high-speed internet - Strong written English and the ability to follow a standard operating procedure exactly - Discretion: an NDA is required, content never leaves the review screen (no downloads, no screenshots, no photos), and your login credentials are yours alone ## Nice to have Content moderation, trust & safety, data labeling or annotation, QA, or other detail-critical review experience. None of it is required — care matters more than résumé....
...immediate start. Role: Kashmiri Language Data Annotator Type: Freelance / Contract (Ongoing) Location: 100% Remote (WFH) Hours: 30 hrs/week (6 hrs/day) Start Date: Immediate Responsibilities: Annotate, label, and review Kashmiri language text/audio/speech data Follow annotation guidelines to ensure accuracy and consistency Flag ambiguous or unclear data for review Meet daily/weekly annotation targets consistently over time Requirements: Native or fluent proficiency in Kashmiri (read/write/speak) Good command of English for instructions and reporting Reliable internet connection and personal computer Attention to detail and consistency in labeling Ability to commit to a consistent daily schedule long-term Available to start immediately Prior ann...
LiDAR Annotation Specialist (Remote, Freelance) Job Type: Freelance / Contract Location: Remote Schedule: Minimum 6 hours/day, 30 hours/week (fixed working hours) About the Role We're looking for a detail-oriented LiDAR Annotation Specialist to join our team on a remote, freelance basis. You'll work on labeling 3D point cloud data used to train perception and navigation models for robotics and autonomous systems. Responsibilities Annotate LiDAR point cloud data with accurate 3D bounding boxes and object classifications Identify and label objects such as vehicles, pedestrians, lanes, and structures Maintain consistency and precision across large annotation batches Meet daily and weekly productivity targets Flag ambiguous or edge cases to the ...
...related field — mandatory. Ability to verify reaction mechanisms, molecular structures, and stoichiometric calculations. Familiarity with IUPAC nomenclature and chemistry research literature. Coding experience is a plus; non-coding candidates with strong domain expertise are equally welcome. Minimum 10 tasks per month; reliable, self-directed delivery. Bonus: prior experience in AI/ML evaluation or annotation. Master’s+ in Chemistry/Biochem/Chem Engg required. 1+ research paper mandatory. Strong in mechanisms, structures, stoichiometry, IUPAC. Coding a plus. Evaluate AI outputs. Min 10 tasks/month....
...Strong proof-writing, derivation, and mathematical reasoning skills. Proficient in LaTeX for writing structured mathematical evaluations. Coding / programming experience (Python, MATLAB, R, etc.) is a plus — non-coding candidates with strong domain expertise are equally welcome. Ability to work independently and meet a minimum of 10 evaluated tasks per month. Prior experience in AI/ML evaluation, annotation, or STEM tutoring is an advantage....
I have an existing CAD model that must be updated before it reaches production. The j...dimension changes that bring the part in line with our latest specifications. When the dust settles, I need a file that’s ready for manufacturing in plastic, so please apply best-practice draft angles, wall-thickness guidelines, and any other plastic-specific design considerations. Deliverables • Updated 3D model in the original native format plus a neutral STEP file • Quick 2D drawing or annotation set highlighting every dimension you modified • Confirmation that the model opens error-free and reflects all requested structural, cosmetic, and measurement revisions If you have experience preparing files for plastic tooling and you can turn the revisions around efficientl...
I have a...Project Gaffer conventions form the backbone of the workflow; if you know them already you’ll feel right at home, but solid experience on platforms such as Outlier, DataAnnotation, Appen, TELUS, or Remotasks is equally valuable. Deliverables per assignment: • a fully completed annotation file in the prescribed format • a brief quality-check checklist confirming guideline compliance • on-time submission through the designated portal When you reply, please include: 1. a short overview of your past annotation projects and the tools used 2. approximate hours you can commit each week 3. any familiarity with Handshake AI or similar schema I’ll review responses on a rolling basis and share a paid trial set with shortlisted annotat...
I hav...high-quality labeling. Your job is to apply the appropriate tags, bounding boxes, or sequence labels so the resulting dataset is immediately usable for downstream machine-learning workflows. Because accuracy is critical, I’m looking for someone who can demonstrate a proven track record with labeling tasks. When you respond, please include links or samples of previous projects where you handled similar annotation work; concise before-and-after examples are ideal. No other application materials are necessary at this stage. You’ll receive clear guidelines, a labeling tool account, and a small pilot batch first. If that meets the standard—correct placements, correct class names, and full coverage—we’ll roll out the remaining batches in stages and ...
...comprehensive evaluations and test cases to assess the completion of these defined workflows. This involves specifying inputs, expected outputs, and the criteria for success. ● Capability Assessment: Design evaluations to assess the key capabilities of the LLM in handling complex financial tasks, including data extraction, financial statement analysis, market trend identification, and risk assessment. ● Data Curation & Annotation: Provide guidance on identifying and curating high-quality financial data and content that is essential for training and fine-tuning the LLM. ● Feedback & Iteration: Work closely with the product team to provide constructive feedback on the LLM's performance and suggest improvements to enhance its accuracy and relevance....
...JD or LLM (active bar membership is a plus) - 10–20 years of experience in the legal field (e.g., private practice, in-house counsel, legal research) - Strong analytical and communication skills - Experience with legal frameworks such as corporate law, compliance, contracts, or IP - Familiarity with legal tech tools (e.g., CLM, Westlaw, LexisNexis) is preferred - Exposure to AI / data annotation / prompt engineering is a plus Process Overview: All qualified candidates will be required to complete an assessment. Only candidates who successfully pass will move forward to the next stage with the client. As a reminder, all candidates must have an active Gmail account. If they proceed to the assessment stage, they will receive the assessment via the clien...
I’m developing a new run of custom cabinetry and architectural millwork and I need a SketchUp and LayOut specialist to translate my concept-level ideas into clear, build-ready visuals. The focus right now is on cabinet design and detailed millwork; space-planning is already settled. You’ll receive organised digital...All cabinet parts are grouped/componentised and named logically so future revisions are painless. If you regularly work with plugins like SketchUp’s Solid Inspector, CleanUp³ or any cabinet-specific extensions, let me know; it could speed things along. Send over a short note describing similar cabinet or millwork models you’ve produced and, if possible, a sample LayOut page that shows your annotation style. Let’s get this concept pa...
I have a...Project Gaffer conventions form the backbone of the workflow; if you know them already you’ll feel right at home, but solid experience on platforms such as Outlier, DataAnnotation, Appen, TELUS, or Remotasks is equally valuable. Deliverables per assignment: • a fully completed annotation file in the prescribed format • a brief quality-check checklist confirming guideline compliance • on-time submission through the designated portal When you reply, please include: 1. a short overview of your past annotation projects and the tools used 2. approximate hours you can commit each week 3. any familiarity with Handshake AI or similar schema I’ll review responses on a rolling basis and share a paid trial set with shortlisted annotat...
...ongoing AI model-training and data-annotation work on platforms such as Snorkel AI and Outlier AI. Because many of our source datasets are controlled under U.S. regulations, every collaborator must be a U.S. citizen or otherwise legally authorized to work inside the United States. Here’s how the collaboration works: • Scope of work You and I will co-design label functions, curate and annotate data, run iterative model training, and track performance metrics. Most tasks live inside Snorkel AI or Outlier AI, with occasional Python notebooks for custom preprocessing or evaluation. • Skill expectations A basic understanding of AI, data labeling, or machine learning is perfectly acceptable; I can mentor you on platform-specific features....
...follow standard UK drawing conventions (typical 1:100 at A1, north arrow, graphic scale, clear line weights, etc.). Scope of work • Recreate the ground- and first-floor plans with moderate detail, showing every window and door exactly as they appear in the SketchUp file. • Generate all four side elevations from the model, keeping heights, roof pitch and openings precise. No additional annotation is required beyond any basic labels you normally include for clarity; dimensions and material notes are not needed at this stage. Please export both a tidy DWG/DXF (compatible with AutoCAD 2020 or earlier) and a PDF set ready for submission. Accuracy is key—I will be cross-checking the finished drawings against the original model before sign-off. The attached fil...
I have a single r...everything that appears in the image—walls, dimensions, call-outs, symbols, notes, hatch patterns, and any other linework—has to come through exactly. Layer structure: please separate the Floor Plan and Elevation Views onto their own layers so I can toggle them independently. Within the floor plan I also want the railing shown in the picture captured accurately; show its true position and any related annotation exactly as seen. Scale, dimension styles, text styles, line types, and blocks should match the original so the drawing plots one-to-one against the image. Deliver just one file: a clean, well-organised .dwg in AutoCAD 2016 format, model space drawn at full size and a paper-space layout ready to print at the same scale the image reflects. Sen...
Remote | Freelance / Independent Contractor | Flexible Hours About the Role Agents Only Technologies is seeking Multilingual Voice & Language Data Contributors to support language documentation, speech data, and transcription projects across multiple languages. This role involves participating in scripted conversations, recording spoken responses, audio while following project guidelines and quality standards. Unlike traditional voice-over or narration work, this opportunity focuses on authentic speech that supports language technologies, linguistic research, and machine learning applications. Contributors may participate in conversational recordings, complete individual recording prompts, and review or transcribe audio submitted by other contributors. We are currentl...
...building certifier and structural engineer can stamp without revisions. Scope of work You will work from my scanned sketches, dimensions and notes to prepare drawings that strictly follow current Australian Standards (NCC/BCA, AS 1100 conventions, metric units throughout). The set must be ready for formal lodgement, so correct line-weights, layering, north point, title block, scale bars and clear annotation are essential. Required sheets • Floor plan (existing and proposed if needed) • Elevation views on all relevant sides • Section views illustrating floor-to-ceiling heights, wet areas Addition of electrical layout for lighting and wall sockets Source & deliverables I can supply high-resolution PDFs/JPEGs of the measured sketches and any photos you need. T...
Description...descriptions of the people in the images, such as age, gender, and detailed appearance. *Record a self-video of your analysis process, starting the video before viewing the photo to capture your initial reaction. This helps analyze the viewer's reaction, which will be used for AI training purposes. Requirements: Strong attention to detail and ability to articulate minute observations. Experience in data annotation or photo analysis is preferred. Ability to provide clear, concise, and descriptive written content. Familiarity with human behavior and its recognition is a plus. The primary goal of these detailed analyses is to enhance a behavior recognition AI. If you are passionate about human behavior analysis and have experience in similar tasks, we would ...
We are looking for fluent/native Thai speakers to join our team as Thai Language Quality Analysts (QA) for an AI training project. Key...transcription accurately matches the audio. Identify and correct any missing words, spelling errors, incorrect text, or transcription mistakes. Ensure the final transcription follows the provided quality and annotation guidelines. Audio clips are generally around 6–10 minutes long. Maintain high accuracy and complete assigned tasks within the required timeline. Requirements: Fluent/native-level Thai language proficiency, strong listening and reading skills, attention to detail, and basic computer skills. Freshers are welcome to apply. Project Purpose: The reviewed and corrected data will be used to train and improve AI and speec...
I have the full set of dimensions for a new café and I’m ready to hand them over so you can translate the numbers into a clean, modern, and highly functional floor ... A short legend noting furniture sizes and circulation widths will help me cross-check practicality. I’ll supply: • Exact room dimensions, door and window locations, and any structural columns. • Photos of comparable cafés that capture the aesthetic. You’ll deliver: • Scaled floor plan (editable file + PDF). • Simple furniture layout showing table counts and seating capacity. • Annotation of key measurements and clearances. • One round of adjustments after my review. Once you confirm you’re comfortable with the scope, I’ll forwar...
I’m putting together a long-term, fully remote role that blends three areas of expertise: 1) Text-based data annotation – tagging, labeling, and categorising sentences, paragraphs or short documents for NLP training sets. You’ll work inside tools such as Prodigy, Labelbox or similar, follow detailed guidelines I provide, and deliver clean JSON/CSV exports that can be dropped straight into our pipeline. 2) Ghostwriting – turning outlines or audio notes from me into clear, engaging blog posts, newsletters, social captions and the occasional short ebook. Consistent tone, smooth flow and original wording are essential; I run everything through plagiarism detection before sign-off. 3) Virtual assistant duties centred on text tasks: • Email manage...
...visualise clearance zones. Must-have spaces • Conference rooms, break rooms and a mix of dedicated offices • Open co-working areas, lobbies, corridors, toilets, electrical and IT rooms, AHU/plant rooms, housekeeping and store rooms • Clearly marked shafts for HVAC, plumbing and electrical routing Deliverables (DWG format) 1. Floor plans for B1, Ground, 1st, 2nd, 3rd and Roof 2. Separate annotation layer naming all rooms and showing FF&E blocks 3. Clean, logically layered file structure suitable for Revit or Navisworks import 4. PDF set for quick review Timing I’d like the first draft within a few days and the final file turned around ASAP afterward, so please include a realistic schedule in your proposal. When you respond, share one ...
...practices, property managers. Instead of buying software, the owner hires staff: one that answers every phone call day or night, one that chases unpaid invoices, one that handles paperwork. I need a centerpiece illustration for the homepage: a looping isometric cutaway view of a busy small-business office. Six faceless figures working, phones ringing, paper moving, screens glowing. It sits behind annotation lines that I’ll add later, pointing out where the business is losing money. The idea the scene has to sell This is the most important thing in the brief. The story is not that these people are lazy or that the office is empty. It’s the opposite. Everyone is working flat out. Nobody is idle. And money is still falling through the cracks, because there physically...
...models into complete sets of fabrication-ready 2D production/shop drawings, including accurate dimensions, annotations, unique part numbering, and structured Bills of Materials (BOM) * Develop, document, and teach repeatable AI-assisted workflows for 3D-to-2D production detailing * Mentor and train our internal team on current AI tools, techniques, and best practices for CAD generation, detailing, annotation, and BOM creation * Evaluate and recommend AI tools and processes that fit our light steel frame production needs * Produce high-quality deliverables while simultaneously building our team's capability to handle future projects independently Key Requirements (Teaching & Knowledge Transfer is Top Priority) * Demonstrated ability to teach and mentor others on AI-power...
