You will get an AI addenda and drawing revision comparison tool for construction plans
Top Rated
Top Rated
Project details
You will get an AI assistant that helps construction teams compare original and revised plan sets, addenda, or drawing updates without manually checking every sheet from scratch.
The system will let users upload two plan sets, detect added, removed, renamed, and revised sheets, and generate a clean changed sheet log. It can also provide side-by-side review, highlight likely changes, summarize potential scope impact, and help the team identify items that may need estimator review, subcontractor coordination, or RFI clarification.
Depending on your workflow, the assistant can include PDF/Excel exports, reviewer notes, approval tracking, and a review workspace for project managers, estimators, and trade leads. The goal is not to replace human review, but to reduce missed changes, speed up addenda review, and give your team a more reliable way to track revisions before pricing, bidding, or construction coordination.
The system will let users upload two plan sets, detect added, removed, renamed, and revised sheets, and generate a clean changed sheet log. It can also provide side-by-side review, highlight likely changes, summarize potential scope impact, and help the team identify items that may need estimator review, subcontractor coordination, or RFI clarification.
Depending on your workflow, the assistant can include PDF/Excel exports, reviewer notes, approval tracking, and a review workspace for project managers, estimators, and trade leads. The goal is not to replace human review, but to reduce missed changes, speed up addenda review, and give your team a more reliable way to track revisions before pricing, bidding, or construction coordination.
AI Development Type
Deep Learning, Model TuningAI Tools
NVIDIA AI Platform, OpenCV, PyTorch, Sonnet, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$900
|
Standard
$2,700
|
Advanced
$5,400
|
|---|---|---|---|
| Delivery Time | 7 days | 15 days | 30 days |
Number of Revisions | 2 | 5 | 10 |
AI Model Integration | - | ||
Detailed Code Comments | |||
Knowledge Graph | |||
Model Documentation | - | ||
Ontology | - | - | |
Source Code | |||
Taxonomy | - |
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MS
Marin S.
Jul 17, 2026
CAD/DWG Automation Developer for MVP Floor Plan Tool
Muhammad did everything that was asked from him. Communication was excellent and we made a deal pretty quick.
HS
Heiko S.
Feb 2, 2026
Senior Agentic AI Developer
Zohair was a great Team player.
His communication style is outstanding and he possess good knoledge in the Field of AI development (Promtp Engineering, Python and Architecture)
His communication style is outstanding and he possess good knoledge in the Field of AI development (Promtp Engineering, Python and Architecture)
JM
John M.
Nov 4, 2025
Developer Needed for Bolt.new Project with Supabase, Netlify, and OpenAI API Integration
Great work from Zohair!
JS
Justin S.
Oct 8, 2025
Senior AI Engineer for Compliance Automation & Safety Management Solutions
Outstanding to work with - professional, highly skilled, and consistently responsive. Work was top notch and they always go above and beyond to deliver excellent results quickly and efficiently. I highly recommend if you're looking for someone experienced in Agentic AI and Computer Vision, especially for Compliance and Safety!
ME
Matthew E.
Sep 12, 2025
Add AI Search to our Platform
Zohair is great to work with. Has worked on many of our projects and will continue to.
About Muhammad Zohair
AI/ML Engineer & Data Scientist | ML Model, Computer Vision & AI Agent
100%
Job Success
Lahore, Pakistan - 1:07 pm local time
𝗥𝗲𝗰𝗲𝗻𝘁 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗔𝗜/𝗠𝗟 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗜’𝘃𝗲 𝗯𝘂𝗶𝗹𝘁:
• Facial biometrics and liveness detection product with anti-spoof/deepfake checks, iBeta Level 2 ISO/IEC 30107-3 compliance, 0% APCER in testing, and sub-second identity checks.
• Global KYC, KYB, AML, and identity verification platform supporting 2,000+ clients, 240+ countries/territories, 10,000+ document types, and 150+ languages.
• European voice/chat agentic AI infrastructure platform for banking and consumer use cases using LangGraph and RAG to help teams ship enterprise-grade AI agents from idea to production in 1–2 months.
• Patient-centered healthcare platform for appointments, medical records, Rx refills, provider chat, EHR integration and 24/7 care access.
• Regulated fintech investment platform using FastAPI, Qdrant and live market APIs across 12,000+ U.S. stocks/ETFs, fractional investing, and algorithm-based portfolio recommendations.
• PDF and blueprint extraction pipeline using YOLO, Gemini Vision, OCR, and two tier model routing to turn construcion drawings into structured takeoff datasets.
• Multimodal visual search backend for product discovery using Typesense CLIP embeddings, Gemini object detection, crop-level vector search, request budgets, and fallback handling.
𝗪𝗵𝗮𝘁 𝗜 𝗰𝗮𝗻 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂 𝘄𝗶𝘁𝗵:
• ML model development, classification, forecasting, predictive analytics, recommendation systems, regression, anomaly detection and optimization.
• Computer Vision, object detection, OCR, image/document understanding, liveness detection, segmentation, tracking, sports/video analytics and multimodal AI.
• AI Agents, tool calling, API-connected workflows, memory, context, workflow automation, human in the loop review and multi-step reasoning.
• RAG assistants, semantic search, hybrid search, private document Q&A, embeddings, vector search, and internal knowledge-base AI.
• Data extraction from PDFs, forms, drawings, invoices, receipts, screenshots, scanned files, tables, IDs, bounding-box extraction and business records
𝗖𝗼𝗿𝗲 𝘀𝘁𝗮𝗰𝗸:
• 𝗔𝗜/𝗠𝗟 & 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲: Python, NumPy, Pandas, Scikit-learn, PyTorch, TensorFlow, Hugging Face, ML model development, model evaluation, classification, regression, forecasting, predictive analytics, recommendation systems, and optimization
• 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻: OpenCV, OCR, object detection, image classification, segmentation, facial biometrics, liveness detection, image recognition, visual search, and document/image understanding
• 𝗟𝗟𝗠, 𝗥𝗔𝗚 & 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀: OpenAI, Claude, Gemini, Llama, LangChain, LangGraph, LlamaIndex, embeddings, vector search, RAG pipelines, prompt engineering, tool use, memory, context, and multi-step agent workflows
• 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 & 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴: PDF parsing, document AI, OCR pipelines, form extraction, invoice/receipt extraction, table extraction, ID/document verification, structured JSON extraction, and data cleaning
• 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 & 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻: FastAPI, REST APIs, PostgreSQL, MongoDB, Redis, API integrations, background jobs, authentication flows, and production AI integrations
• 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 & 𝗦𝗲𝗮𝗿𝗰𝗵: Pinecone, Qdrant, FAISS, ChromaDB, semantic search, hybrid search, and knowledge-base retrieval
My strongest fit is working with real data, messy inputs, broken pipelines, or clear targets around accuracy, latency, cost, compliance, or launch readiness. If you’re building an AI/ML model, Computer Vision system, RAG assistant, data extraction pipeline, or an AI Agent, send me a message and I’ll map the right approach before writing code
Steps for completing your project
After purchasing the project, send requirements so Muhammad Zohair can start the project.
Delivery time starts when Muhammad Zohair receives requirements from you.
Muhammad Zohair works on your project following the steps below.
Revisions may occur after the delivery date.
Analyze plan samples and revision workflow
I’ll review your sample plan sets, sheet naming, revision patterns, output needs, and current addenda review process before designing the assistant workflow.
Design the comparison and detection logic
I’ll define how the system identifies added, removed, renamed, and revised sheets, including sheet matching, revision tracking, and confidence scoring.