Data annotation jobs
...now need accurate working drawings produced from those sketches. Everything must be redrawn at 1:20 scale and delivered to me as print-ready PDFs. The final set has to include: • A fully dimensioned plan view showing fixtures, fittings, and clearances • Interior elevations for each wall so my builder can see tile layout, niche positions, and heights for accessories Line weights and annotation should follow standard architectural conventions so the contractor can read them without confusion. Keep all dimensions in millimetres. No additional sections are required at this stage. Please work in your preferred CAD software—AutoCAD, Revit, or similar—as long as the exported PDF is sharp and true to scale. Once complete, send back the PDFs plus a low-r...
# Micro1 Generalist Project — Looking for an Experienced Freelancer I’m looking for a freelancer who has experience with **AI generalist work, data annotation/data labeling, video analysis, and following detailed guidelines** to help me with a Micro1 Generalist project. ### Skills Required * AI/ML generalist knowledge * Video annotation and video analysis * Data labeling/annotation * Strong attention to detail * Ability to identify errors and inconsistencies in videos * Understanding and following detailed instructions and guidelines * Good written English and communication * Ability to work independently * Comfortable using online annotation/AI tools * Good time management * Ability to maintain consistent quality across multi...
...annotate different types of data • Review AI-generated outputs for accuracy and relevance • Provide clear, high-quality written feedback • Perform problem-solving and critical-thinking tasks • Follow project guidelines and quality standards • Identify errors, inconsistencies, and areas for improvement • Communicate findings effectively • Work independently in a remote environment Who are we looking for? • Strong written and spoken English • Excellent critical-thinking and analytical skills • Exceptional attention to detail • Strong written and verbal communication • Ability to follow detailed instructions • Good problem-solving abilities • Ability to work independently and meet deadlines • Comfortable wit...
...VIDEO ANNOTATION SPECIALIST | REMOTE TrueSearch HR Services is hiring Video Annotation Specialists for one of our clients for an exciting project focused on AI training, robotics, and video data annotation. Role: Video Annotation Specialist Type: Contractor Location: Remote Pay: $50–$90/hour What You’ll Do: • Review videos of robotic arms performing designated tasks • Identify and annotate key actions, events, and outcomes • Apply detailed grading and annotation guidelines • Use video annotation and data-labeling platforms • Collaborate with trainers and project contributors • Maintain high-quality and accurate annotation standards • Document findings and submit annotated dat...
...expert who can jump in right away and bring mydairy B2B line sheet back into shape for a flat $100 fee or so Here is what has to happen: • Relink every missing or broken image to its correct file, keeping my existing visual grid intact. When an item owns more than one image, all of its shots must sit together in the same placeholder. • Apply the markup notes already on the file—think small annotation tweaks, not a redesign. • Category and item sequencing is the critical piece: follow the current category flow exactly (Hard Cheese first, Cream Cheese next, etc.), and inside each category arrange products from smallest to largest, dropping any bulk SKUs right after. Anything still lacking photography should appear at the very end of its category. •...
...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...
Hello, I have been working in data annotation for almost 3 years, gaining extensive experience in annotations. This makes me a valuable addition to your team. In addition, I have much experience in image annotation, segmentation, bounding boxes, polygons, key points, 2D and 3D annotations, and even LIDAR annotations. Tools: CVAT Roboflow LabelImg Labelbox VGG Doccano Label Studio Annotation Solutions: Bounding Boxes Image annotation Object labeling/tagging Semantic Segmentation Polygons Annotation/masks Polylines Annotation Key Points annotation Sentiment, Text & Topic Analysis Image classification and categorization Object Tracking ...
...Offer * Website Development * Web Application Development * Mobile App Development * Custom Software Development * AI/ML Solutions * AI Automation * ERP & CRM Development * API Integration * Cloud & DevOps * GIS & Geospatial Solutions * Data Analytics * Software Testing & QA * IT Support & AMC * UI/UX Design * Digital Transformation ## NON-IT / BPO / ITES Services * Data Entry * Data Processing * Data Digitization * Data Annotation & Labeling * Medical Coding * Medical Billing * Healthcare BPO * Back-Office Operations * Non-Voice BPO * Document Processing * Data Management * Call Center & Customer Support ## Commission Structure **100% PERFORMANCE-BASED — NO FIXED SALARY** There is: No fixed sala...
...and send to customer. The reports must use Work Order and Booking data, customer-visible notes, photos, customer signature, itemized charges, tax/discounts, and final price. The solution should use Dataverse/Power Automate, be packaged in a Power Platform solution, prevent duplicate emails, include retries and monitoring, and support secure document storage and customer email delivery. A Word report template and PDF visual reference are supplied. The developer must validate content controls, complete environment-specific mappings, and test PDF conversion. Required experience: - Dynamics 365 Field Service and Bookable Resource Booking/Work Order lifecycle - Dataverse and solution-aware Power Automate flows - Notes/Annotation attachments and image handling - Word content ...
I need a set of 2D scanned bitmap electrical schematics (currently there is no editable intelligence in them) redrawn as fully editable electrical AutoCAD DWG files. Every symbol, conductor line, annotation, and title block must match the original image with exact detail—nothing simplified or omitted. A fixed metric or imperial scale is not required; just preserve the proportions so I can scale later if necessary. A smart AI or some agent based conversion process is desirable (so any electrical bitmap image will convert) as plan A default. Full conversion procedure should be described & any tools or services used shall be provided, with their sources. A user, installation & future maintenance manuals shall be provided. A manual conversion should be separately quoted as...
...pipeline. Every occurrence of the target object in each frame must be boxed precisely—no clipped edges or excessive margins—so the model learns from accurate ground-truth data. You are free to work in any mainstream annotation tool you prefer (LabelImg, CVAT, Labelbox, VGG, makes no difference to me) as long as the final export matches the format I’ll specify before we kick off—COCO JSON or YOLO-style TXT are both fine. Please keep category labels consistent across the entire batch. Deliverables • Fully annotated image set with bounding boxes around every instance of the specified object(s) • Corresponding annotation files in the agreed-upon format • A short note flagging any ambiguous images or edge cases you encounter...
...architectural symbol visible on the originals needs to appear in the new files exactly where it belongs so the redrawn plans can be over-laid on site layouts without adjustment. The source sheets are clean but old, so accuracy and careful layer management are essential. Nothing new must be interpreted; simply reproduce what is there—including title blocks, legends, and scale bars—while keeping annotation styles clear and consistent. Standard architectural symbols only are present, so no custom libraries are required. Deliverables • Separate DWG file for each original sheet, organised by logical layers (walls, doors/windows, fixtures, dimensions, text, etc.) • A matching PDF export of each sheet for quick review • A brief change log confirming sh...
...teachers and students interact directly with the projected image. The core requirement is an integrated interactive touch-screen capability—think smooth, low-latency annotation right on the board—paired with the brightness and reliability expected from a presentation unit. Here’s what I’m after: • Hardware: a projection engine bright enough for well-lit rooms, plus the touch-enabled overlay or sensor array that will register multiple fingers or a stylus without calibration headaches. • Software: driver package or embedded firmware so the touch layer appears as a standard HID device to Windows, macOS, and ChromeOS. Annotation tools or whiteboard software hooks are a bonus. • Mechanical design: compact housing that can be ceiling-...
...shop drawings for a ground-up project. The design is already approved; what is missing are fully coordinated floor plans, elevations, and sections that the contractor can take straight to site. Scope This is a new construction, so every drawing must reflect current codes and clean coordination among structural, MEP, and architectural elements. Accuracy in dimensions, levels, materials, and annotation is critical because the GC will be working directly from your sheets. Deliverables (PDF + editable CAD/Revit files) • Floor plans at all levels, properly dimensioned and notated • Exterior and interior elevations showing finishes, openings, and key heights • Cross and longitudinal sections with clear call-outs to details Acceptance criteria The package wil...
...spool drawings for a fire-protection sprinkler system. Each spool must follow Australian standards AS 1345 and AS 2419.1 from layout right through to labeling. Scope of work • Break the complete sprinkler layout into logical spools. • Generate scaled drawings with dimensions, weld locations, fitting call-outs and pipe IDs. • Include an itemised parts list/BOM on every sheet. • Keep all annotation styles consistent with AS 1345 colour and symbol conventions, and check sizing & clearance rules in AS 2419.1. or equivalent Deliverables 1. Native Plant 3D (DWG) files for every spool. 2. Read-only PDF set ready for workshop issue. Acceptance criteria • All pipes, fittings and supports match the original model geometry. • Bill of m...
...revisions with Honolulu’s current residential code, flood and wind requirements, and any field inspector comments so the amendment glides through DPP • Return a complete digital set (PDF + DWG) ready for resubmittal, accompanied by an amendment summary sheet that calls out every clouded change Acceptance criteria – All red-lined items are incorporated with matching line weights, layers, and annotation styles – Drawing index and revision blocks are updated and cross-referenced – File passes an Autodesk “Audit” with zero errors and prints cleanly at 24x36 – City reviewer’s first round comments, if any, are limited strictly to issues outside the scope of these edits Turnaround is flexible but faster is better; please inc...
We are looking for experienced Robotics Video Annotation Specialists to support an ongoing video annotation project. Prior experience with robotics data annotation is required. Experience working on Annotask or similar annotation platforms is strongly preferred, as familiarity with annotation workflows and task-based interfaces will be helpful. What you will do You will review robotics-related video data and complete annotation tasks based on detailed project guidelines. Accuracy and strict adherence to the provided rules are important. The initial requirement is to complete 2 tasks within 6 hours after receiving access and the assigned tasks. Qualification process Before starting paid tasks, selected candidates will receive the...
We are looking for experienced Robotics Video Annotation Specialists to support an ongoing video annotation project. Prior experience with robotics data annotation is required. Experience working on Annotask or similar annotation platforms is strongly preferred, as familiarity with annotation workflows and task-based interfaces will be helpful. What you will do You will review robotics-related video data and complete annotation tasks based on detailed project guidelines. Accuracy and strict adherence to the provided rules are important. The initial requirement is to complete 2 tasks within 6 hours after receiving access and the assigned tasks. Qualification process Before starting paid tasks, selected candidates will receive the...
Multilingual Transcriptionist & Voice Data Contributor Kurdish | Pashto | Quechua | Fulah Remote | Freelance / Independent Contractor | Flexible Hours Record Your Voice. Transcribe Conversations. Choose Your Hours. Agents Only is looking for Kurdish, Pashto, Quechua, and Fulah speakers to participate in remote voice and language data projects. As a contributor, you’ll help collect high-quality language data by recording natural speech, participating in conversations, transcribing audio, and reviewing language content. Your contributions may support linguistic research, language preservation, and the development of language technologies. Languages Currently in Scope We are currently prioritizing speakers of: •Kurdish •Pashto •Quechua &bull...
I have a set of raw FASTQ files from a personal research project and I want to take them all the way through to biological insight. My primary goal is to identify differentially expressed genes, and I already have both the reference genome and its matching GTF/GFF annotation ready for you. Here is the pipeline I want to see implemented: • Initial quality check with FastQC followed by an aggregated MultiQC summary. • Adapter and low-quality base trimming. • Alignment to the reference (or transcript-level quantification if you prefer Salmon/kallisto) under a well-documented, reproducible Linux environment. • Gene-level count matrix generation, then differential expression with DESeq2 in R. • Exploratory visualisations: PCA, heatmap, and a volcano plo...
...**GenIgnite Technologies** and understand the prospect's requirements. * Identify opportunities for: * Website Development * Web Application Development * Mobile App Development * AI/ML Solutions * AI Automation * ERP & CRM Solutions * Software Development * API Integration * Cloud & DevOps * GIS & Geospatial Solutions * Data Processing & Data Entry * BPO/ITES & Back-office Services * Medical Billing & Healthcare Processes * Data Annotation & Labeling * Digital Marketing and other IT-enabled services * Qualify leads and share project requirements with our internal team. * Follow up with prospects regularly. * Participate in discussions and negotiations when required. * Help convert qualified lead...
...refine a large-language model. Your main responsibility will be data annotation: taking raw mathematical questions, proofs, theorems, solution outlines, and related explanatory text and tagging them with the precise metadata the model needs (topic, sub-topic, difficulty level, prerequisite concepts, step-by-step reasoning, common misconceptions, etc.). Because this work directly feeds the model’s training loop and later evaluation, accuracy matters more than speed. You should feel comfortable distinguishing between, say, elementary number theory and analytic number theory, or spotting a subtle gap in a proof that could mislead the model. Familiarity with JSON-based annotation formats, Python notebooks, or any established annotation platform is a plus...
I need detailed 2D and 3D AutoCAD drawings for a set of aluminum doors, hatches, and fixed windows that will be installed on a small marine-grade boat. The geometry must be ready for fabrication, showing cut-out profiles, gasket recesses, fastening patterns, and clear weld or bolt call-outs. All wor...team can separate framing, hardware, and glazing quickly. If you use any custom latches, hinges, or dogs, include the manufacturer’s reference in the parts list. Deliverables • Native .dwg files plus exported PDFs at A1 size • Exploded views and section cuts for each unit I will review the first door drawing as a milestone before you proceed with the remaining items to confirm style and annotation. Let me know your estimated turnaround and any clarifications you n...
Job Title: European Portuguese Audio Annotation & Transcription Specialist Project Description: We are seeking detail-oriented native or fluent European Portuguese (EP) linguists/annotators for an audio processing project involving customer service dialogues across four sectors: Healthcare, Public Sector, Energy, and NGO. The work involves audio segmentation, speaker role tagging, and accurate verbatim transcription. Key Responsibilities Audio Segmentation & Alignment: Segment audio line-by-line based on semantic coherence (average segment length: 5–6 seconds; maximum 8 seconds). Maintain clean silence margins around audio cuts (100ms–150ms) while avoiding speech truncation or sudden noise inclusions. Speaker & Attribute Tagging: Tag audio-level attribu...
Job Title: European Portuguese Audio Annotation & Transcription Specialist Project Description: We are seeking detail-oriented native or fluent European Portuguese (EP) linguists/annotators for an audio processing project involving customer service dialogues across four sectors: Healthcare, Public Sector, Energy, and NGO. The work involves audio segmentation, speaker role tagging, and accurate verbatim transcription. Key Responsibilities Audio Segmentation & Alignment: Segment audio line-by-line based on semantic coherence (average segment length: 5–6 seconds; maximum 8 seconds). Maintain clean silence margins around audio cuts (100ms–150ms) while avoiding speech truncation or sudden noise inclusions. Speaker & Attribute Tagging: Tag audio-level attrib...
...impedance-controlled routing and a compact, cost-optimised stack-up are essential. I will share a functional block diagram, mechanical limits and the key IC selections; you translate that information into production-ready hardware. Throughout the process I expect clear, well-documented design files that make future revisions simple. Deliverables • Editable schematic with clear net-naming and annotation • PCB layout observing DFM/DFT rules and vendor constraints • Manufacturing outputs: Gerbers, drill, pick-and-place and centroid files • Complete BOM with manufacturer part numbers and second-source options • All native project files (Altium, KiCad or similar) Acceptance criteria The uploaded Gerbers must pass JLCPCB’s online DRC withou...
...image-recognition results, flagging inaccuracies and explaining why an answer is off target. Clear, data-rich feedback is essential so the research team can iterate quickly. Where needed, you’ll annotate text, audio transcripts, or image labels to build training sets that close the identified gaps. Typical deliverables will include: • Structured bug reports in the tracker we share • A short test summary for each sprint outlining coverage and findings • AI response evaluation sheets with per-item scores and rationales • Correctly formatted annotation files ready for model retraining Familiarity with browser dev tools, common issue trackers (e.g., Jira, Trello) and basic audio or image annotation platforms will help you ramp up fast...
...US-tabloid PDF printouts with seam allowances, construction notes, and hardware call-outs • A brief spec sheet listing dimensions, panel count, and suggested materials for each bag • Two revision rounds after first draft to fine-tune fit and aesthetics When you reply, please mention the CAD software you use and share a sample of a recent soft-goods pattern so I can gauge file clarity and annotation style....
...georeferenced geometry in **EPSG:2932 — QND95 / Qatar National Grid**. 5. Scope of Work The selected freelancer/company will: a. Review the supplied Master Plan PDF. b. Determine the most accurate and efficient method for extracting the required geometry. c. Extract, digitize, or reconstruct: * facility/site plot boundaries; * green spaces; * built areas/building footprints. d. Georeference all data accurately to **EPSG:2932 — QND95 / Qatar National Grid**. e. Preserve the spatial relationships and geometry shown in the original Master Plan. f. Create clean and valid polygon geometry. g. Populate the required attribute fields. h. Calculate polygon areas. i. Perform geometry and topology quality checks. j. Deliver the completed GIS dataset and supporting f...
I have a short story written in standard Bahasa Indonesia alongside its English translation. The text already reads smoothly at a sur...(Word or Google Docs are fine) using tracked changes, and add concise comments that explain each cultural or contextual refinement so I can see the reasoning behind it. Deliverables • A polished Indonesian manuscript reflecting correct, contemporary usage in standard Bahasa Indonesia. • A refined English version whose tone and images resonate naturally with English-speaking readers. • An annotation sheet (or in-line comments) highlighting every cultural decision and the thought process behind it. If you can complete the edit within a week and are comfortable juggling subtle cultural cues between Indonesian and English, I&rsquo...
...converted into clean 2D plans sections and elevations suitable to send onto architects for them to start their designs. Core expectations • Use the RCP file as the base reference and work in ReCap, AutoCAD,. • Trace walls, structural openings, doors, windows, floor levels, ceilings and roof lines accurately—avoiding any “best-guess” shortcuts. • Maintain consistent line weights, hatching and annotation so the drawings read clearly at 1:50 or 1:100 (metric) when printed. Required deliverables 1. Floor plans for every floor captured in the scan including loft and roof 2. External elevations for all façades 3. At least two building sections that cut through the most informative axes Please supply the final files in DWG (model + ind...
I already ha...my 3-bedroom flat and need precise edits before sending it back to the builder. The key tasks are: • Wall changes – I will be removing some existing walls, adding a couple of new ones, and relocating a few others. • Window adjustments – certain window positions need to shift to suit the revised layout. • The rest of the apartment layout and dimensions should remain intact, with layers and annotation standards preserved. Please open the supplied .dwg, apply the revisions cleanly, update all affected dimensions and room labels, and return an editable DWG accompanied by a quick PDF export for easy on-screen review. Accuracy is critical because the builder will work directly from this file, so double-check alignments and maintain correct w...
I have a batch of 2200 per lanuage of pre-annotated audio files in Gujarati, Japanese, korean, Odia, Telugu and Malayalam that now need a careful second set of ears. Your task is to listen through each file, compare what you hear with the existing annotation and make immediate inline fixes wherever the two do not align. The primary goal is to be sure the audio quality actually matches every line of text that accompanies it. While doing so, please correct: • Grammar and spelling issues • Translation slips or mist renders • Any contextual or logical mismatches All edits must remain inline so that I can track exactly where and why each change was introduced. Notes or short comments beside the affected segment are enough; no separate reports are necessary. ...
We'r...across 7 languages. This is a review-only role — no annotation work required. Languages required: 1. Japanese 2. Korean 3. Bengali 4. Telugu 5. Odia 6. Gujarati 7. Malayalam Scope of work: Review and QA ~2,200 already-annotated items per language Check annotation accuracy, consistency, and completeness against guidelines Report/flag discrepancies for correction Total requirement: 100 reviewers across the above languages combined. Agencies/teams that can supply multiple reviewers per language are welcome to bid. In your proposal, please confirm: 1. Which language(s) you/your team can support 2. Number of reviewers you can provide per language 3. Your proposed hourly rate per language 4. Native or near-native fluency + prior QA/annotation review ...
...can focus on strategy instead of configuration tickets. Your primary mandate is to architect production-ready Labelbox projects. That means taking my high-level objectives and translating them into well-structured queues, roles, permissions, and multi-tier workflows (T1/T2 comparison, T3 routing, QA, rework). The most critical deliverable is a set of robust project blueprints that include: • Annotation templates that balance speed with accuracy • Task assignment rules optimised for throughput and skill-based routing • Clear, concise labeling guidelines that keep annotators aligned from day one Once the projects are live you’ll keep ownership end-to-end: • Maintain our secure S3 ingestion and export pipelines, validating JSON/schema on the way i...
I need an experienced **Revit Template Specialist** to convert my existing AutoCAD drawing style into a simple, reusable Revit template for residential projects. My main goal is to make future drafting faster and keep all drawings consistent. I need: * Same line weights and drawing appearance as my current CAD/PDF * Standard floor plan, elevation and section styles * Same dimension, text, annotation and symbol styles * Standard furniture, doors, windows, sanitary and kitchen families * Standard electrical and plumbing symbols/legends similar to my CAD drawings * Standard title block and sheet layout * Standard hatches and line styles * Door/window/area schedules * Basic BOQ/quantity schedules * Easy PDF export with the same drawing quality * One existing CAD project converted int...
...and page layouts, then export press-ready sheets that read clearly at A1 and A3 sizes. Keep title blocks, north points and scales consistent across every sheet and organise the set so council reviewers can follow the story from site context through to building sections. Source layers must stay intact so I can revise later if needed. Deliverables • Editable Chief Architect file with updated annotation layers • PDF drawing set (floor plans, elevations, sections) ready for client and council submission • A brief change log noting any adjustments made to my original model Completion files will be considered accepted once dimensions register accurately, sheet naming aligns with council conventions and graphic style matches the contemporary look shown in my refer...
...into a single, tidy spreadsheet. Every column needs clear headings, and I expect basic data-validation rules (duplicates removed, formats unified, obvious typos fixed). You may use Excel, Google Sheets or a similar tool—whichever lets you move fastest while keeping version control. Second, I have a growing library of audio recordings that must be converted to text. Accuracy is more important than speed: timestamps every 30 seconds, speaker labels whenever they are clear, and a consistent spelling style throughout. You are free to run an AI engine such as Whisper or for the first pass as long as you proof-read every line before delivery. Finally, each audio file then needs a light layer of annotation. I will provide a tag list (speaker change, laughter, keyword men...
...blocks so they’re ready for engineering and council review. If you work in Revit, please keep the model tidy and well-layered; if you prefer AutoCAD, consistent layers and xrefs are essential. I’ll provide my sketches, room schedule, site survey, and any local code notes the moment we start. Turnaround within one week is ideal, but let me know if you need a little longer. Accuracy and clear annotation are more important than speed....
...recommendations that balance an on-trend vintage fade with long-term durability. • Optional (but appreciated) sourcing suggestions or small-run manufacturer contacts. I’ll provide reference photos, measurements from my fit sample, and brand guidelines as soon as we start. Accuracy in the tech pack is critical because the factory will work directly from it; any missing dimension or unclear annotation will delay sampling, so I’ll review each section together with you before sign-off. Adobe Illustrator (or an equivalent vector tool) is preferred for the flats, and the final files should be delivered both as editable AI and print-ready PDF. If you can model a quick 3D mock-up in CLO or Browzwear to preview the distressing, let me know—that could be a nice b...
**AI Training Transcription Specialist** Experienced in high-accuracy transcription and language data preparation for AI training and machine-learning projects. I can convert audio and video recordings into clear, accurate, well-formatted text while carefully following project-specific guidelines. My work focuses on **accuracy, consistency, speaker identification, timestamps, contextual understanding, and quality control**. I am comfortable handling conversational recordings, interviews, voice samples, and diverse audio content where attention to detail is essential. **Key skills:** * AI training and data annotation support * Audio & video transcription * Hindi and English transcription * Speaker identification * Timestamping and segmentation * Quality checking...
...planting schedule and any accompanying legend. Your deliverable should be a professional landscape package ready for submission to the estate’s approval panel and ultimately to council. At minimum I expect: • A clear site layout indicating hard and soft landscape zones • Detailed planting plan keyed to the mandated species list • Quantities, spacings and botanical names for every plant • Any annotation the guidelines require (setbacks, sightlines, height limits, etc.) • Scaled drawings in both PDF and a modifiable CAD format If you have local WA experience and can suggest practical improvements without straying from the Native / Australian palette, that insight will be welcomed. Please outline your process, typical turnaround, and any sim...
I need a complete set of building-permit-ready drawings for a custom-sized, gabled-roof carport. The plans must be laid out in feet and include everything the local council typically asks for—site plan, elevations, roof framing, connection detail...dimensions clearly, and call out any structural members so an inspector can sign off without revisions. If you have suggestions for minor tweaks that improve stability or speed approval, I’m open to them as long as the overall gabled profile stays intact. Deliverables • Full drawing set in PDF (ready to print at 24”x36”) • Editable DWG or similar source file • Brief calculation summary or annotation for structural elements, if required by the permit office I would like to review a draft w...
I’m looking for someone who can slip straight into my workflow and turn kitchen & joinery concepts into fully documented construction packages. You’ll be preparing dimensioned plans, elevations, sections and occasional 3D views that ...brief; you return a set of shop drawings ready for CNC, plus an itemised parts list when requested. Turn-around is typically three to five days per kitchen, and there’s a steady pipeline waiting for the right drafter. When you respond, focus on your relevant experience—particularly any built-in or custom joinery you’ve detailed in AutoCAD or PalletCAD. A couple of drawing samples that show your annotation style and level of detail will help me gauge fit immediately. If you value clear communication, reliable dea...
I need my reference PDF set converted into clean, editable 2D AutoCAD drawings suitable for construction. The scope covers complete floor plans, all exterior elevations, and building sections. I will supply ...already marked on the reference sheets. Layering and line-weights should follow common architectural CAD conventions so the files can drop straight into our consultants’ workflow. Deliverables • DWG files for each floor plan, elevation, and section • Matching print-ready PDFs at the original sheet size • A brief layer/line-type legend I will review each sheet for dimensional accuracy, annotation completeness, and overall drafting clarity before sign-off. Looking forward to working with someone who can turn these around quickly while keeping sha...
I have several architectural floor-plan PDFs that need to be recreated as fully editable DWG files. I’m looking for precise linework, correct scaling, and every annotation, hatch, and architectural symbol carried over—not just basic outlines. Please follow my existing layering standard (I’ll share the layer list and color assignments once we start) so the files slot straight into our office template. Deliverables • One DWG per PDF, saved in AutoCAD 2020 format • All text styles, dimensions, and hatches matching the original sheets • Clean, organized layers exactly as per the supplied standard • No exploded text or raster remnants—everything must be true vector entities If you’ve converted detailed plans before and ar...
...layout parsing Handle multi-page, multi-discipline drawing sets with inconsistent standards Create labeled datasets and continuously improve extraction accuracy Partner with the AI/ML engineer to hand off clean structured data downstream Requirements 4+ years in computer vision or document AI Strong experience with OCR, object/symbol detection, and document layout analysis Proficiency in Python and modern CV/ML frameworks (e.g., PyTorch) Experience with technical or engineering documents, or similarly dense/structured imagery Comfort building data pipelines and annotation workflows...
