Hire the Best Vision InfoSoft On-Screen Takeoff Specialists

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Muhammad F.

Computer Vision & AI Agent | Python - MediaPipe - YOLO Real-Time

Karachi, Pakistan
$34 per hour
66 jobs

Most Machine Vision projects fail between the prototype and production. I've shipped 54+ that didn't. ⚙️YOLO Detection | Pose Estimation | Object Tracking | AI Agents | LLM Integration Sports & Fitness AI | CCTV & Surveillance AI | Retail AI | Healthcare AI You have a working concept... or a clear problem involving cameras, video, or image data. The challenge is making it fast, accurate, and stable under real-world conditions. Wrong framework choices. Inference too slow for live video. Models that break the moment lighting, angle, or environment changes. And systems that detect things but can't reason about them or act on them autonomously. That's exactly where most builds stall. I design and build real-time computer vision pipelines that go all the way... from model training to live deployment... and increasingly, from visual perception to autonomous AI agents that understand, decide, and narrate. LLM APIs (OpenAI, GPT-4o, Gemini, Claude) | AWS (EC2, S3, Lambda) | Azure Cloud Services | MLOps & API Integration | Model Deployment & Scaling While most CV engineers stop at training the model, I go further: → High-speed inference optimization using TensorRT, ONNX, OpenVINO, FP16/INT8 (up to 5× faster) → LLM agents integrated with vision pipelines for alerts, reasoning, and automation → Mobile AI deployment using Core ML (iOS) and TFLite (Android) with 10+ shipped apps → Edge AI deployment on Jetson, OpenVINO, CUDA, and embedded systems → End-to-end pipelines: data → training → optimization → real-time deployment Key Accomplishments: ⭐ $5M+ revenue from AI solutions ⭐ 100+ computer vision systems delivered ⭐ Built and launched 2 SaaS products ⭐ Real-time sports AI (7+ sports, 15+ teams) ⭐ 10+ mobile AI apps (iOS Core ML, Android TFLite) ⭐ Production AI for surveillance, industrial & safety use cases ⭐ Medical imaging AI deployed in 5+ hospitals ⭐ Up to 5× faster inference (ONNX, TensorRT, FP16/INT8) ⭐ Large-scale tracking & re-ID (1M+ labeled data) ⭐ Agentic AI systems for autonomous decision-making If you have read this far, please note that I appreciate you taking the time to learn about me. Personally, it’s been an amazing journey and knowledge exercise to get to this level of competence in AI and software development. Domain Expertise: ✅ athlete tracking | shot detection | scoring | drill analysis | pose estimation ✅ defect inspection | PPE compliance | staff monitoring | meter reading | quality control ✅ ANPR | crowd monitoring | people counting | intrusion detection | perimeter security ✅ tumor detection | ultrasound | X-ray/CT analysis | lesion segmentation | medical imaging ✅ aerial monitoring | traffic flow | license plate recognition | vehicle & accident detection ✅ customer analytics | receipt extraction | shelf monitoring | inventory tracking Tech Stack: YOLOv5–YOLOv8–YOLOv11, Detectron2, MMDetection, DeepSORT, StrongSORT, MediaPipe, OpenPose, Pose Estimation, Action Recognition, Segmentation (semantic & instance), OCR, anomaly detection, object tracking, PyTorch, TensorFlow, TFLite, Core ML, OpenCV, FastAPI, Flask, ONNX, TensorRT, OpenVINO, CUDA, AWS, Azure, GCP, edge AI, mobile AI, real-time inference, video analytics, AI automation, LLM integration (GPT-4o, Claude, Gemini, Groq), LangChain, LangGraph, CrewAI, RAG systems. 💬 If your project involves cameras, video, or images... and you need it fast, accurate, fully deployed, and intelligent enough to reason and act autonomously... I am the engineer you are looking for.

Muhammad B.

Construction Estimator I Quantity Takeoff I Bidding Estimation

Lahore, Pakistan
$29 per hour
431 jobs
$200K+ total earnings

Seeing so many choices while hiring an estimator for your bids? JVF Contractors won job 5.7M Dollars and KCK won 1.5M Dollar job with my accurate estimates on upwork. I am Top 3% in Estimating and Takeoffs. One of my busy clients lost 100k$ in a job because his last estimator messed up a drywall assembly. Since busy contractors struggle to submit and win bids all the time, easy solution is bidding more projects aggressively. If you are a busy contractor who doesnt have much time to bid on the projects that could earn you millions of dollars? Then Here is the deal. I am ✅ Top 3% in Estimating and Takeoff ✅ Worked with 250+ Businesses ✅ 100% Job Success Score ✅ Won Jobs worth more than 40M ✅ 7+ Years of Estimating ✅ Transparent Communication ✅ Results Oriented I have done Bachelors's in Civil Engineering. I am an expert Quantity Estimator, and Material Take Off Specialist who is working permanently with many companies as Estimation Head. I just need Estimating PDF Drawings, and I will do the takeoff and quantity Estimate for you. I am in the estimating business for more than 7 years and have done all kinds of projects ranging from residential estimating to commercial estimating with all CSI divisions. The projects I have dealt with are majorly from the USA Estimation. I have excellent skills in Plans Swift, Bluebeam Revu, and MS Excel. The Planswift takeoff sheet will include everything as per client requirements, and the breakdown will be as much as the client needs. IF you are looking for 1. Earthworks Cut& Fill, Excavation, Grading, Shoring, Pile Quantity Suveying 2. Civil Works, Pipes (stormwater, water, sewer, fire) Takeoff and Quantity Estimator 3. Concreting, Reinforcement Takeoff, and Quantity Estimator 4. Masonry, Retaining Wall Takeoff Quantity Suveying 5. Formworks Takeoff Quantity Suveying 6. Structural Steel, Fire Proofing Takeoff and Quantity Estimator 7. Ceilings, Drywall, Partition Takeoff, and Quantity Estimator 8. Painting, Rendering, Cladding Takeoff and Quantity Estimator 9. Floor Finishes, Tiling, Epoxy Floor Takeoff, and Quantity Estimator 10. Roofing, Deck, Waterproofing Takeoff and Quantity Estimator 11. Architectural Precast, Glass Fiber Reinforced Concrete Quantity Suveying 12. Steel Balconies, Bolt-on Deck, Canopies, Steel Railings Takeoff and Quantity Estimator 13. Doors, Windows, Roller Shades Quantity Suveying Who is this for: 1. Busy Contractors who do not have time for Quantity Estimating and Takeoff. 2. Contractors who want to grab bigger fish and build the brand. 3. Hit more chances to win competitive jobs What I Need From You: PDF Drawings and Instructions What you will get: Takeoff Excel Sheet Pricing Done for Each Line Item Turnaround is 2-3 working days depending on the complexity of a project Utilities, Landscaping, and much more, which includes general requirements and site work. I also do Renovation projects with demolition If any of it looks like you want help with then kindly message me Kind Regards, Muhammad Bilal P.S Have a look at profile for reviews. FAQs How do you do the prices for local jobs? I use RSmeans database that gives us accurate labor and material prices that gives us zip code based prices for labor and material How much time around? I can return a medium job size in 24-48 hours. If any of it looks like you want help with then kindey message me

Uroosun N.

Xactimate Estimator | Insurance Claims Writer | Property Damage

Gilgit, Pakistan
$20 per hour
214 jobs
$60K+ total earnings

🏆 1200+ Insurance Claims Successfully Estimated & Written | Xactimate Level 3 Certified ✅ Residential & Commercial Property Claims • Storm • Fire • Water Damage 📜 Expert in Carrier Guidelines, Local Building Codes, and Claim Documentation ⚡ Fast Turnaround | Accurate Estimates | 8+ Years in Claims & Restoration 🎯 Services • Xactimate Estimates for Residential & Commercial Properties • Detailed Claim Documentation for Insurance Submission • Scope of Loss Reports & Damage Assessments • Code-Compliant Repair/Replacement Cost Estimates 💡 How I Help • Deliver accurate, carrier-compliant estimates that pass review the first time • Speed up claim settlements with clear, organized reports • Reduce back-and-forth with adjusters through precise scope writing 🛠 Tools I Use Xactimate Level 3 • Symbility • MS Office • PDF Markup Tools • Claim Management Software 📑 Experience Highlights • 500+ insurance claims estimated across the US, Canada • Residential, commercial, and catastrophic loss experience • 8+ years in insurance estimating, restoration, and construction • Worked closely with adjusters, contractors, and property owners 📌 Expertise Water Damage • Fire Damage • Storm & Hail Claims • Roof Estimates • Code Upgrades • Emergency Repairs • Insurance Scope Writing • Commercial & Residential Losses 🔑 Why Clients Choose Me ✅ Deep understanding of insurance carrier requirements ✅ Clear, professional communication with fast delivery ✅ Estimates that withstand scrutiny and speed up settlements

Hafiz Muhammad Aqib A.

Electrical Estimator, Low Voltage & Fire Alarm | Accubid Expert

Lahore, Pakistan
$16 per hour
57 jobs

A bad takeoff costs you the bid before you even submit it. I’m an Electrical Estimator specializing in Division 26, Low Voltage, and Fire Alarm systems, with 1,500+ estimates completed for contractors across the USA, the UK, CA, and Australia. That volume gives me the speed and pattern recognition bid-day deadlines demand — most standard packages delivered within 24–48 hours. Technical Scope I handle detailed quantity surveys and cost estimation for: Division 26 Electrical — lighting, power, feeders, panels, switchgear, distribution Low Voltage & ICT — data/telecom, access control, AV structured cabling, security Life Safety — full fire alarm systems, including riser diagrams Specialized Systems — site/utility work, underground duct banks, lift and pump stations Healthcare & Industrial — wiring and equipment connections for medical and complex industrial facilities Software Accubid (Classic & Live Count) for pricing, assemblies, and database management. PlanSwift for fast, detailed digital takeoffs. Bluebeam Revu for drawing review, measurement, and markups. Excel for clean, bid-ready summaries. What Every Package Includes Itemized takeoffs by system, floor, or phase Material and labor analysis with realistic BOQs Bid recap and submission-ready summaries Risk analysis — missing scope, conflicting details, and pricing exposure flagged before they cost you Value engineering suggestions that cut cost without cutting quality Proposal support — inclusions, exclusions, clarifications, and RFI drafts Color-coded markup plans for field and office reference Project Background 1,500+ projects across commercial tenant fit-outs, retail, multi-family residential, schools, government and fire stations, industrial facilities, and design-build work — including estimates built from incomplete schematic designs. Why Clients Keep Coming Back Catches details others miss: conduit supports, grounding, code compliance Standard turnaround of 24–48 hours, with faster options available for urgent bid-day needs Familiar with NEC (USA), BS 7671 (UK), and AS/NZS (AUS) standards Revisions continue until your bid is submitted and the scope is right Workflows built on industry best practices, refined across 1,500+ completed estimates I’m happy to share sample estimates, start with a trial area, or match your existing BOQ format exactly. Send your drawings and timeline; let’s win your next bid. Hafiz Aqib Ali Electrical Estimator | Commercial, Industrial & Residential

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What does a Vision InfoSoft On-Screen Takeoff specialist do?

A Vision InfoSoft On-Screen Takeoff specialist produces electronic plan takeoffs for electrical estimating by measuring digital blueprints in On-Screen Takeoff and integrating those quantities into Vision InfoSoft Electrical Bid Manager workflows. This role bridges the gap between raw architectural drawings and actionable cost data, ensuring that every wire, conduit, and fixture is accounted for before pricing begins. The specialist organizes complex electrical scopes into structured item databases, allowing estimators to generate accurate bid proposals and material lists without manual re-entry errors.

  • Measure and quantify electrical components from digital plans using On-Screen Takeoff tools, applying color-coded markers to distinguish between different systems such as lighting, power, and low-voltage circuits. The specialist tracks plan revisions and updates takeoff quantities accordingly, ensuring that the final estimate reflects the most current design documents and avoids costly omissions during the bidding phase.
  • Configure and manage item attributes within Vision InfoSoft Electrical Bid Manager to link measured quantities with specific cost assemblies and labor factors. This involves setting up pulldown selections for feeder-related screens, copying attributes from existing items to maintain consistency, and organizing takeoffs into logical modules that streamline the review process for senior estimators and project managers.
  • Generate detailed bid proposals, bill of quantities, and material lists by exporting organized takeoff data into standardized reporting formats. The specialist integrates current pricing data from sources like EPIC material pricing to ensure that estimate outputs reflect real-time market costs, then syncs this information with job costing systems such as QuickBooks or JOBPOWER to prevent double entry and maintain financial accuracy throughout the project lifecycle.

How to hire a Vision InfoSoft On-Screen Takeoff specialist on Upwork

Step 1: Post a job

Define your electrical estimating needs clearly to attract qualified candidates. Use the Job Post Generator powered by Uma™, Upwork's Mindful AI to draft a precise description in seconds. Describe your project requirements in a few sentences, and Uma constructs a tailored job post for this role. You can write a new post, update a saved draft, or reuse an existing post to save time.

  • Specify that the freelancer must perform electronic takeoffs from digital electrical plans using On-Screen Takeoff software.
  • Request experience with Vision InfoSoft Electrical Bid Manager™ (EBM) to manage item selections and attributes for accurate estimating.
  • Ask for examples of previous bid proposals or material lists generated from integrated takeoff data.

Step 2: Evaluate candidates

Look for proof of technical proficiency in both takeoff tools and estimating workflows. Uma can run instant video interviews and build shortlists with side-by-side comparisons to help you identify top talent quickly.

  • Review portfolios for organized takeoff results that show clear color-coded markers and tracked plan changes.
  • Verify their ability to configure item database attributes and copy attributes for new takeoff items within EBM.
  • Check for experience generating bill of quantities and price comparison reports using current EPIC material pricing data.

Step 3: Interview your top choices

Discuss specific workflows to confirm their understanding of electrical estimating processes. Schedule and conduct interviews within Upwork Messages, which provides an immediate transcript and summary after each session.

  • Ask how they handle feeder-related screens and item attribute-driven pulldown selections during complex takeoffs.
  • Inquire about their process for integrating pricing updates to keep estimate item prices current and accurate.
  • Discuss their experience with QuickBooks integration or JOBPOWER sync to avoid double entry in job costing.

Step 4: Agree on scope and begin work

Set clear deliverables and milestones to track progress effectively. Use Upwork Messages and the contract workroom for all communication and project management, while identity verification, payment protection, hourly tracking, and project funds secure the engagement.

  • Define the exact electrical scopes for electronic takeoff quantities and organized takeoff results.
  • Establish milestones for submitting draft bid proposals and final material lists for review.
  • Require updated estimating data outputs after any takeoff edits or tracked plan changes are completed.

Upwork is not affiliated with and does not sponsor or endorse any of the tools or services discussed in this article. These tools and services are provided only as potential options, and each reader and company should take the time needed to adequately analyze and determine the tools or services that would best fit their specific needs and situation.

The rates and information provided in this article are based on current data and industry sources available at the time of publication. Freelance rates can vary depending on factors such as experience, location, project scope, and market conditions. Readers are encouraged to conduct their own research to confirm current rates and trends, as this information may change over time.

How much does hiring a Vision InfoSoft On-Screen Takeoff specialist cost?

$500-$1,500 per project is a typical range for focused Vision InfoSoft On-Screen Takeoff specialist work. Final pricing depends on scope, technical complexity, required integrations, source-material quality, revision needs, and the freelancer's experience level.

Electrical plan takeoff

$500-$1,200/project

Entry-level to mid-level
  • Extracted electronic counts from digital electrical plans
  • Color-coded markers and tracked changes in On-Screen Takeoff
  • Compiled takeoff results for estimating review

Estimate configuration

$1,200-$2,500/project

Mid-level
  • Configured item selections and attributes in Vision InfoSoft EBM
  • Built electrical item database assemblies for job costing
  • Verified item appearance in takeoff screens and modules

Bid proposal generation

$2,500-$4,500/project

Mid-level to senior-level
  • Generated material lists and bill of quantities from takeoff data
  • Applied current EPIC material pricing to estimate items
  • Compiled final bid proposal with integrated cost reports

System integration

$4,500-$7,000/project

Senior-level
  • Connected QuickBooks and JOBPOWER for job costing data flow
  • Established PlanSwift integration for digital plan takeoffs
  • Validated data transfer accuracy between estimating tools

Custom estimating workflow

$7,000-$12,000/project

Expert-level
  • Developed custom attribute-driven pulldown selections for feeder screens
  • Refined pricing update workflows for continuous estimate accuracy
  • Authored standard operating procedures for takeoff and estimating processes

Frequently asked questions

Is hiring a Vision InfoSoft On-Screen Takeoff specialist worth it?

For most businesses, yes: hiring a Vision InfoSoft On-Screen Takeoff specialist is worthwhile. This role bridges the gap between digital plan review and accurate electrical estimating by producing precise electronic takeoffs in On-Screen Takeoff. Specialists organize these quantities directly into Vision InfoSoft Electrical Bid Manager workflows, which reduces manual data entry errors. The resulting bid proposals and material lists reflect current pricing data, allowing teams to submit competitive bids faster.

How do I evaluate Vision InfoSoft On-Screen Takeoff specialist candidates?

Look for candidates who demonstrate specific proficiency in linking On-Screen Takeoff measurements to Vision InfoSoft Electrical Bid Manager item attributes. Ask them to describe how they configure item database attributes so that takeoff quantities automatically populate the correct estimate screens. A strong candidate will explain their process for tracking plan changes and updating the bill of quantities without rebuilding the entire estimate from scratch.

What tools does a Vision InfoSoft On-Screen Takeoff specialist use?

These specialists primarily use On-Screen Takeoff for digital plan measurement and Vision InfoSoft Electrical Bid Manager for assembling estimates. They often integrate EPIC material pricing data to keep item costs current and may sync final job costing data with QuickBooks or JOBPOWER.

What deliverables does a Vision InfoSoft On-Screen Takeoff specialist produce?

The specialist generates electronic takeoff quantities organized by electrical scope and exports detailed bid proposals. They also compile material lists and bill of quantities reports that reflect the latest pricing updates and tracked plan changes.