Data annotatingpekerjaan

We are seeking native speakers of several languages to participate in a speech data collection and annotation project using a mobile application provided by the client. This project involves recording and annotating short spoken utterances to support the development of language and speech technologies. We are currently recruiting native speakers of: - Dhivehi - Rohingya - Urdu (must be located in Lahore, Pakistan) - Hindi (Haryanvi dialect) - Bangla (Sylheti dialect) Pay rates are as follows: Dhivehi: $22 for transcription and $10 for recording Rohingya: $22 for transcription and $10 for recording Urdu: $20 for transcription and $7 for recording Hindi (Haryanvi dialect): $20 for transcription and $7 for recording Bangla (Sylheti dialect): $20 for transcript...

We are seeking native speakers of several languages to participate in a speech data collection and annotation project using a mobile application provided by the client. This project involves recording and annotating short spoken utterances to support the development of language and speech technologies. We are currently recruiting native speakers of: - Haryanvi - English - Hindi (Haryanvi dialect) Pay rates are as follows: Haryanvi: $22 for transcription and $10 for recording Hindi: $22 for transcription and $10 for recording English: $20 for transcription and $7 for recording Hindi (Haryanvi dialect): $20 for transcription and $7 for recording Selected participants will be required to complete one or more of the following tasks: - Read Speech Recording (approximately 600 ...

We are seeking native speakers of several languages to participate in a speech data collection and annotation project using a mobile application provided by the client. This project involves recording and annotating short spoken utterances to support the development of language and speech technologies. We are currently recruiting native speakers of: - Dhivehi - Rohingya - Urdu (must be located in Lahore, Pakistan) - Hindi (Haryanvi dialect) - Bangla (Sylheti dialect) Pay rates are as follows: Dhivehi: $22 for transcription and $10 for recording Rohingya: $22 for transcription and $10 for recording Urdu: $20 for transcription and $7 for recording Hindi (Haryanvi dialect): $20 for transcription and $7 for recording Bangla (Sylheti dialect): $20 for transcript...

I need a robust YOLO model that spots vehicles with high accuracy. Because I do not yet have a labeled dataset, the job begins with sourcing or capturing varied vehicle images and annotating them in classic YOLO format. Once the dataset is in place, the next step is to train and validate the network—YOLOv5 or YOLOv8 are both fine as long as the final mAP holds up under real-world conditions. Please apply best-practice augmentation, tune hyper-parameters, and track training with clear metrics so I can reproduce the results later in PyTorch. Deliverables • Curated and fully annotated vehicle image dataset (bounding-box labels in YOLO txt format) • Trained YOLO weights and configuration files • Short report summarising dataset composition, training settings,...

...putting together a visual that captures a design-team huddle while we fine-tune an e-commerce mobile app, and I need your illustration skills to make the scene come alive. The key story the artwork must tell is all about layout improvement, with a clear nod to smoother, more intuitive navigation. Picture a real-time collaboration session: several teammates gathered around shared mock-ups, some annotating a home-screen wireframe, others sliding elements into a cleaner grid, and one designer flagging a simplified navigation bar that guides users effortlessly from browse to checkout. Even small on-screen notes—“move this hero banner here,” “group filters,” or “shorten the menu path”—should reinforce that focus. Style wise, think ...

...setting up a standing relationship with a seasoned plumbing engineer who can handle an ongoing stream of assignments—well over 200 individual tasks in the pipeline. Every brief will vary in size, but the core need is consistent: accurate, code-compliant plumbing engineering deliverables turned around quickly. Most of the work involves preparing or reviewing schematic layouts, sizing pipe networks, annotating drawings, and producing clear documentation that other trades can follow. On many jobs I rely on AutoCAD or Revit MEP models, so proficiency in at least one of those platforms is essential. Calculations must be presented in an organized worksheet or embedded within the drawing set, whichever fits the task. Here’s how I see our workflow: • I send a concise ...

Job Title: Data Annotation Location: Bengaluru (in-office) Company: Meril Role Overview: We are seeking detail-oriented and motivated individuals to join our team as Medical Data Annotation Specialists. In this role, you will be responsible for accurately labeling and annotating medical data, which will be used for AI model training. Your work will play a crucial role in improving the performance of AI-driven healthcare solutions. Key Responsibilities: • Review and annotate medical images, text, or clinical datasets with high accuracy. • Follow predefined guidelines and protocols for data labeling. • Work closely with data scientists and machine learning engineers to ensure quality annotations. • Identify inconsistencies in ...

...setting up a standing relationship with a seasoned plumbing engineer who can handle an ongoing stream of assignments—well over 200 individual tasks in the pipeline. Every brief will vary in size, but the core need is consistent: accurate, code-compliant plumbing engineering deliverables turned around quickly. Most of the work involves preparing or reviewing schematic layouts, sizing pipe networks, annotating drawings, and producing clear documentation that other trades can follow. On many jobs I rely on AutoCAD or Revit MEP models, so proficiency in at least one of those platforms is essential. Calculations must be presented in an organized worksheet or embedded within the drawing set, whichever fits the task. Here’s how I see our workflow: • I send a concise ...

I have a cor...sentence tagged with the exact label set defined in my document. Accuracy and consistency are critical; I will run periodic spot checks and measure inter-annotator agreement. Feel free to work with any tools you prefer—TagAnt, CoNLL editors, custom Python scripts, or even manual spreadsheet work—as long as the final file is returned in the same order and in UTF-8. If you already have experience annotating Bangla or other Indic languages, let me know; it will help me schedule the review process. Deliverables for every batch: • Annotated file (CSV or CoNLL) matching my template • Short log of uncertain or edge-case decisions I will provide the full guideline, examples, and a small trial set once we agree on timing. Let’s get started on...

...reference photos Required Background This work needs real linework or electrical utility experience. Please apply only if you have one or more of the following: - Hands-on experience as a distribution lineman, line technician, or apprentice - Substation, T&D, or electric utility inspection experience - Engineering or technician-level training in overhead distribution systems - Prior work annotating utility inspection imagery (drone, helicopter, or ground-based) Nice to Have - Familiarity with US/North American distribution construction standards - Comfort working with structured tagging tools (we'll provide training) - Ability to write short, clear notes when flagging out-of-schema cases Logistics - Remote, flexible hours - Rate: open to your q...

...scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating Arabic content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Dialects in scope urgently required: Gulf, MSA, Hijazi, and Najdi • Dialects in scope required for the waitlist: Egyptian, Levantine, Iraqi, and ar-AE. You’ll only be assigned material that matches your native or near-native dialect strengths. • Pay rate: USD $6 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project&rsq...

...scripts. 1-minute Meta ads. Hooks, angles, concepts, editor direction. Long-form Facebook native ads. The kind that look like a post but read like a story and sell like a sales letter. VSLs. 3-minute, 5-minute, 10-minute, 15-minute video sales letters. Advertorials and articles. Long-form landers that educate, build trust, and convert cold traffic into buyers. You'll also be dissecting and annotating our existing winning advertorials. Breaking them down section by section. Why the hook works. Where the awareness shift happens. How the proof is structured. What the CTA is doing psychologically. If you can't look at a working piece of copy and explain exactly why it prints money, you're not ready for this. You'll be working alongside AI (specifically Cl...

ANNOTATOR JOB DESCRIPTION — Dental X-ray AI Project Title: Dental X-ray Image Annotator (Remote, Freelance) Duration: 1–2 months (extension possible) Time Commitment: Approx. 2–3 hours/day Compensation: US$ 5 Per image About the Role: We are building an AI to detect dental pulp stones and root canal complexity from dental radiographs. You’ll be annotating X-ray images using a custom GUI tool (simple point-and-click, no technical skills required after training). Responsibilities: Annotate pulp stones and canal paths on provided dental X-rays Follow exact shape, boundary, and label protocol Submit JSON or project output for each image Maintain annotation quality and consistency Collaborate via WhatsApp for feedback Requirements: ...

I teach ...answer key and point breakdown. Your task is straightforward: mark each problem, total the score, and return a numeric grade for every student. Brief margin notes for major mistakes are welcome but not obligatory—accuracy and consistency matter most. Turnaround time is typically within 48 hours of receiving the files, and I share everything through a Google Drive folder. Please be comfortable annotating directly on PDFs (Kami, Adobe, or similar) and logging final scores in the provided Google Sheet. If you have previously graded introductory physics—or have solved plenty of F = ma and ∮E·dℓ problems yourself—you’ll find the rubric familiar. Let me know your background with similar courses and how quickly you can start; the first batch ...

10Kurdish (Sorani Dialect) Audio Annotation and Transcription Language Required: Native Kurdish speakers (Sorani Dialect strictly required). Job Description: We are hiring native Kurdish speakers of the Sorani dialect for an Audio Annotation and Transcription project. - You will be responsible for listening to Kurdish (Sorani) audio segments, accurately transcribing the speech to text, and annotating the content according to our specific project guidelines. - Exceptional typing accuracy, a native understanding of the Sorani dialect, and strict attention to detail are required for this role. Payment Rates (Fixed): The payment for this task is calculated per audio segment based on its length: - 0 to 5 seconds: $0.03 - 5 to 10 seconds: $0.06 - 10 to 15 seconds: $0.09 - 15 to 20 sec...

I need help annotating and organizing geological core sample datasets for a machine learning application. The core samples are currently in a database format and include attributes like mineral composition, depth information, and geological age. The primary goal of the ML application is to classify geological layers. Key Tasks: - Annotate existing geological data accurately. - Organize data in a machine learning-friendly format. - Ensure high-quality, error-free datasets. Ideal Skills & Experience: - Experience with database management. - Knowledge of geological data and attributes. - Familiarity with machine learning data preparation. - Attention to detail and accuracy. Looking for a freelancer who can deliver high-quality work efficiently.

...resolution digital core photography DO NOT APPLY IF: ❌ Your core logging experience is limited to academic or theoretical study ❌ You have not physically logged core in the field ❌ You cannot distinguish between a lithology boundary and a tray edge in a photograph ❌ You have no experience with Precambrian or Proterozoic geology ═══════════════════════════════════════════════ WHAT YOU WILL BE ANNOTATING ═══════════════════════════════════════════════ You will annotate high resolution HyLogger RGB line scan images of drill core trays (11,216 x 3,949 pixels, full resolution, WA/SA/NT mineral exploration holes). For each image you will draw precise bounding boxes and polygons identifying: 1. FRACTURES AND STRUCTURAL BREAKS - Natural fractures and joints (not saw cuts or handl...

I am looking for a highly accurate and detail-oriented data annotator to review, correct, and finalize a dataset of 7,525 satellite images. This batch is part of a broader research dataset of over 12,000 images utilized to assess the Urban Green Space Index in regions like Qassim and Madinah. The current dataset is already in YOLO format, but contains unacceptable labeling errors that must be systematically fixed. The final output must be 100% accurate, strictly formatted, and ready to plug directly into our deep learning training pipeline. Scope of Work & Technical Requirements: Review & Correct: Carefully examine 7,525 PNG images and their corresponding YOLO TXT annotation files. You will adjust, add, or delete bounding boxes to ensure every piece of vegetation is accur...

A complete set of publication-ready figures must be generated from my MIKE11 runs. All inputs are simulated data covering both hydrological and hydraulic scenarios, and the goal is to translate those raw model outputs into crisp visuals that meet journal standards. The final package should combine clear graphs, informative maps, and any additional model snapshots necessary to communicate the results. Consistency in colour palette, layout, and labelling is essential so the figures read as a unified suite within the manuscript. Key tasks include • extracting the relevant time-series and spatial layers directly from MIKE11 (or MIKE View), • styling and annotating them for clarity—legend, scale bars, axes, units, etc.—and • exporting high-resolu...

I need a complete Figma mock-up for a twenty-page website presented in a clean, modern style. Each screen should be organised with clearly named layers and components, and every interaction...Alongside the visuals, I also require concise developer notes for every page: layout specs, spacing, font sizes, colour codes, break-point guidance and any reusable components. Think of it as a hand-off document that lets a front-end developer jump straight into HTML, CSS, or a framework without second-guessing design intent. If you’ve crafted modern interfaces in Figma before and are comfortable annotating your work for smooth development, this should be a straightforward collaboration. Let me know your estimated timeline and share one or two relevant Figma links so I can see your ann...

I want to learn how to do annotations using CVAT. I have a project in my mind and it requires CVAT for annotating so you will be required to guide me as per my project requirements. I need someone to start me with the basics and i will pick up form there. classes will be hourly and recorded.

Need someone to clean, fix and delete bounding boxs on 5000 images. The dataset has already had sam3 auto annotation ran on it so the job is mainly correcting boxs, deleteing useless frames and creating boxs where the model has missed. If your good more work. HAS TO BE READY TO START NOW AND WORK 8 HOURS (I EXPECT 10k images in this time considering the model has done most of the work)

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $10 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples during spot ch...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $10 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $5 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples during spot che...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $5 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples during spot che...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $8 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples during spot che...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $10 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

I need a fresh, modern watch dial inspired by the rugged clarity of classic field piece...field practicality with flieger symmetry—clean minute track, no clutter. If you see a tasteful way to include a date aperture, propose it; otherwise keep the dial dateless. Deliverables • Production-ready artwork in layered AI or high-resolution PSD. • A flat dial render (PNG/JPEG) plus one photorealistic 3D mock-up showing how the texture plays with light. • Separate call-out sheet annotating colours (Pantone), marker heights, and surface finishes so a manufacturer can quote without guesswork. I’ll review sketches first; once one direction is approved, we’ll move to final files. Looking forward to seeing how you merge field toughness with flieger pr...

DCP Global is scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $9 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples during s...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $18 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $8 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples dur...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $9 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples dur...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $11 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $15 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $13 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

We are scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Pay rate: USD $15 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project’s taxonomy. – Graded data sets with clear pass/fail or scaled quality scores. – Detailed annotation notes where required, using the tool’s inline comment feature. Acceptance criteria 1. 97 % or higher agreement with gold-standard samples du...

I need help annotating orthodontic X-ray images so they can train a machine-learning model that recognises tooth alignment issues. The job is part-time and fully remote; you will log in to my Labelbox workspace, follow the written guidelines I provide, and mark the specific landmarks and angulations that indicate malocclusion. The dataset is entirely X-rays—no 3D scans or photographs—so familiarity with radiographic anatomy is important. If you have experience tagging cephalometric points or measuring incisor inclination, you will feel right at home. Deliverables: • Consistently annotated images inside Labelbox, ready for export in JSON format • A brief note on any edge cases you encounter or guidelines that need clarification I will review the fir...

I’m scaling up an AI-driven project that needs skilled ears on hundreds of hours of Western music. You’ll work remotely inside our browser-based tool, where each task asks you to listen to a short song or audio sample, pick the better of two versions when preference data is required, and then write a clear, engaging English caption that details the prominent instruments, production quality, mood, genre, and vocal characteristics you hear. Every annotation must follow our style guide and hit accuracy checkpoints; we audit about 5 % of your submissions and expect at least 95 % guideline compliance. A reliable pair of headphones, solid written English, and a genuine interest in music are essential. Experience can range from six months to fifteen years; what matters most ...

...scaling up a large-volume language data project and needs reliable help with three core activities: tagging, grading, and annotating Arabic content. You’ll be working inside our client's proprietary browser-based tool. Accuracy and consistency are paramount. Scope • Weekly commitment: at least 20 hours until completion. • Dialects in scope urgently required: Gulf, MSA, Hijazi, and Najdi • Dialects in scope required for the waitlist: Egyptian, Levantine, Iraqi, and ar-AE. You’ll only be assigned material that matches your native or near-native dialect strengths. • Pay rate: USD $6 per hour paid in a monthly cycle for all accumulated tasks. Deliverables – Correctly tagged linguistic units following the project&rsq...

...and auditory phonetics, and all of it must be tackled inside Praat. The PDF I’ve attached lays out each exercise in detail; in short, I need the full set solved and clearly documented so I can follow the analytic reasoning step by step. Within Praat you will be: • analysing speech sounds (spectrograms, formants, pitch) • creating brief synthesis snippets when the question asks for them • annotating audio with TextGrids for segmentation and transcription Please return: 1. A write-up (Word or PDF) that shows every calculation, IPA transcription, diagram, and explanation. 2. The Praat files you generated – WAVs, TextGrids, and any scripts used. 3. Screenshots or embedded images of key spectrograms, formant tracks, and pitch contours so I ca...

...and auditory phonetics, and all of it must be tackled inside Praat. The PDF I’ve attached lays out each exercise in detail; in short, I need the full set solved and clearly documented so I can follow the analytic reasoning step by step. Within Praat you will be: • analysing speech sounds (spectrograms, formants, pitch) • creating brief synthesis snippets when the question asks for them • annotating audio with TextGrids for segmentation and transcription Please return: 1. A write-up (Word or PDF) that shows every calculation, IPA transcription, diagram, and explanation. 2. The Praat files you generated – WAVs, TextGrids, and any scripts used. 3. Screenshots or embedded images of key spectrograms, formant tracks, and pitch contours so I ca...

...redlines as they come in. Because the work is for American jobs, every sheet you touch must respect the governing standards: ASHRAE for HVAC, the NEC for electrical layouts, and the UPC for plumbing details. If you already navigate those codes daily, this will feel familiar; if not, it will be tough to keep pace. Typical tasks include cleaning up existing backgrounds, routing ductwork and piping, annotating electrical circuits, generating schedules, and packaging DWGs and PDFs for submittal. Turnaround varies, so the ability to log on, pick up a task, and track hours transparently is essential. Deliverables I expect for each assignment • Updated AutoCAD DWG files, fully coordinated across M, E, and P disciplines • Matching PDF sets ready for review • A brief...

...transitions between them so traffic never feels cramped or forced. The brief in a nutshell • Produce scaled floor plans that show furniture placement, circulation paths, and zoning for work, relaxation, dining, and storage. • Suggest any tweaks—swapping, removing, or adding key pieces—that improve flow while respecting what can realistically fit. • Highlight how the three rooms connect, annotating major walkways so someone can understand the path at a glance. • Provide the final layouts in PDF (and, if you use SketchUp, a shareable model) so I can hand them straight to a contractor or begin DIY rearranging. Acceptance criteria 1. One clear, dimensioned plan per room, plus an overall apartment sketch tying them together. 2. Traffic rou...

I’m looking for an experienced application-security specialist to comb through the codebase of two Laravel-powered sites and harden every line that handles money or sensitive user data. This is a pure code-review engagement—no intrusive penetration testing on production servers—so you’ll be reading, annotating, and improving the PHP, Blade, and JavaScript that sit behind our checkout and login flows. Scope to focus on • Payment processing logic: gateways, callbacks, webhooks, error handling • User authentication: sessions, tokens, password resets, 2FA hooks • Database interactions: Eloquent queries, raw SQL, migrations, and any place user input is stored or retrieved We follow our own internal, custom security guidelines, so I&...

...interpret how budgeting, taxation, and debt management decisions push prices up—then chart a credible path to price stability. Government reports will anchor the argument. Think Ministry of Treasury and Finance data, CBRT fiscal bulletins, parliamentary budget notes, IMF Article IV staff reports, and similar primary documents. Academic or news material can appear, but official sources must dominate the citations. Scope of work • Refine and expand my outline, confirming the logical flow of sections. • Conduct a literature review rooted in government documentation, briefly annotating each source. • Draft 3,000–4,000 words of clear, journal-ready prose in Chicago style, integrating the qualitative findings into a cohesive narrative. Accep...

I have a collection of Spanis...all elements necessary for downstream automatic speech recognition (ASR) modeling. To support this effort, I am looking for native Spanish speakers to assist with annotating conversational audio files. Responsibilities include speaker identification, word-level timestamping, applying appropriate punctuation, and marking background noise or non-speech events. Ideal candidates should: Be native Spanish speakers Have strong attention to detail Be comfortable working with audio files and understand ASR training requirements Have prior experience with audio annotation or related projects (preferred) If you have experience annotating Spanish conversational audio and can maintain a consistent turnaround time, I would be happy to begin collabora...

The task is a full written report in the business-and-finance field. I will provide the outline, datasets or reference materials once we begin; your job is to transform that guidance into a clear, well-structured document that meets any formatting rules we agree on. Accuracy of facts and logical flow are essential, so please be comfortable cross-checking figures, annotating sources, and polishing language for a professional, executive-level audience. I expect clean copy, free of grammatical slips, delivered on or before the deadline we set together. I’m happy to clarify points up front and I’m open to reasonable revisions until the report meets the agreed specifications. If you have experience turning raw information into concise financial insights or have samples of ...

...succeed in their respective industries. Role Description This is a Contract Based on-site role for a Video Labeling Specialist, located in UK The role involves reviewing, annotating, and labeling video content with high precision and consistency. Responsibilities include categorizing videos, tagging objects, identifying patterns, and maintaining data quality standards. Candidates will collaborate with teams to ensure project requirements are met and deadlines are achieved. Qualifications Candidate should be comfortable in US,UK and Canada English accent Strong attention to detail and ability to perform meticulous data annotation and labeling tasks Proficiency in video analysis, pattern recognition, and categorization Basic knowledge of computer operations, v...

...file contains natural dialogue involving two or more speakers; no lectures, interviews, or scripted material are included. I am seeking a clean and consistent set of annotations that clearly identify speech segments, along with any additional elements necessary for downstream automatic speech-recognition modeling. To support this effort, I am looking for native Spanish speakers to assist with annotating conversational speech audio files. The responsibilities include identifying speakers, labeling word-level timestamps, applying appropriate punctuation, and marking background noise. Ideal candidates should: Be native speakers of Spanish Demonstrate strong attention to detail Be comfortable working with audio files and understand the requirements of speech-recognition trainin...