You will get AI-based scene understanding and smart video content tagging
Top Rated
Project details
This project delivers an automated Vision AI tool that intelligently understands and tags video scenes using Python, OpenCV, FFmpeg, VLLMs, Vision AI, and OCR. It detects scene types like interviews, action sequences, overlays, and transitions, no manual scanning required.
The system analyzes each video file and generates structured, timestamped tags (JSON or visual logs), helping broadcasters, content creators, and post-production teams make faster decisions.
Includes customizable tagging categories, bulk processing, and clean output organization. Perfect for smart content review, metadata extraction, or media archive tagging.
The system analyzes each video file and generates structured, timestamped tags (JSON or visual logs), helping broadcasters, content creators, and post-production teams make faster decisions.
Includes customizable tagging categories, bulk processing, and clean output organization. Perfect for smart content review, metadata extraction, or media archive tagging.
AI Algorithms
Autoencoder, Convolutional Neural Network, Generative Adversarial Network, Large Language Model, Multilayer Perceptron, Multimodal Large Language Model, Transformer Model, YOLOAI Applications
AI Chatbot, AI Content Creation, AI Text-to-Image, AI-Enhanced Classification, AI-Enhanced Medical Imaging, AI-Generated Video, AIOps, Automatic Speech Recognition, Image Analysis, Natural Language Generation, Neural Machine Translation, Object LocalizationAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, GitHub Copilot, Hugging Face, Jasper AI, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlowAI Models
BLOOM, ChatGPT, DALL-E, Dolly, GPT-3, GPT-4, Jurassic-2, LLaMA, Midjourney AI, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$150
|
Standard
$300
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 3 days | 6 days | 8 days |
Number of Revisions | 1 | 2 | 1 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | ||
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | |
Setup File | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $200
Additional Revision
+$50
66 reviews
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SK
Samet Can K.
May 8, 2026
30 minute consultation
Meer is a truly outstanding professional. He provided me with a far more detailed and comprehensive work plan than I initially expected. The level of effort and depth he delivered exceeded my expectations. Every single one of my questions was answered clearly and professionally. Highly recommended.
MG
Mohamad G.
Apr 14, 2026
AI COCOA SOLUTIONS
Exceptional work, clear communication, and outstanding results, highly recommend and looking forward to collaborating further
LC
Livia C.
Mar 24, 2026
Text analysis in 4 colab notebooks
SS
Saqib S.
Dec 19, 2025
AI Business Incubator SAAS
Working with Meer on our AI Business Incubator SAAS was an absolute pleasure! He delivered exceptional work from start to finish, demonstrating strong technical skills and excellent communication throughout the project. The end result exceeded our expectations, and I wouldn't hesitate to work with him again. Highly recommended for anyone looking for a reliable and talented developer!
VC
Victor C.
Jul 2, 2025
LLM product developer with experience in RAG
Moazzam was instrumental in the success of our BRAIN project, an advanced virtual analyst powered by AI. He showed deep technical expertise across both backend and frontend development, as well as a strong understanding of machine learning and intelligent agent workflows.
His code was clean, well-structured, and thoughtfully designed. Moazzam consistently contributed beyond expectations — proposing smart architectural decisions, solving complex problems independently, and always delivering on time. His attitude was professional, solution-oriented, and collaborative at all times.
A true asset to any AI or data-intensive development project. We’d gladly work with him again.
His code was clean, well-structured, and thoughtfully designed. Moazzam consistently contributed beyond expectations — proposing smart architectural decisions, solving complex problems independently, and always delivering on time. His attitude was professional, solution-oriented, and collaborative at all times.
A true asset to any AI or data-intensive development project. We’d gladly work with him again.
About Meer
Full Stack AI Engineer | AI Agents, RAG, LLM Apps, Computer Vision
100%
Job Success
Lahore, Pakistan - 10:52 am local time
6+ years, 80+ AI projects delivered off and on Upwork, including the AI layer behind a PropTech platform that raised $2M, work on a portrait product with 25M+ AI headshots generated, and multi-agent systems running live for enterprise clients.
WHAT I BUILD
🤖 AI AGENTS & LLM APPS
Multi-agent systems with LangGraph, CrewAI, and AutoGen. Custom chatbots and AI assistants on GPT-4o, Claude, and Gemini. Every agent ships with evals and observability (LangSmith, Langfuse, RAGAS); if it can't be measured, it isn't done.
📚 RAG & KNOWLEDGE SYSTEMS
RAG pipelines with LangChain and LlamaIndex over Pinecone, Weaviate, FAISS, ChromaDB, Milvus, and pgvector. Grounded answers with citations, not confident hallucinations.
📞 VOICE AI
Real-time phone agents with Twilio, Deepgram, ElevenLabs, and VAPI: reception, booking, support. Voice agents delivered across dental, pest control, plumbing, and vehicle services.
👁️ COMPUTER VISION
YOLOv8/PyTorch detection and segmentation deployed to real cameras and edge hardware (Jetson, DeepStream): 30 FPS pipelines on live industrial and construction sites. Published CV researcher (Sensors, MDPI, 30+ citations).
⚙️ AI AUTOMATION
n8n, Make, and Zapier workflows wired to LLMs: lead qualification, invoice processing, content pipelines, CRM automation.
🏗️ FULL STACK DELIVERY
FastAPI, Django, and Node.js backends; React and Next.js frontends; PostgreSQL, MongoDB, Redis; deployed on AWS, GCP, and Azure with Docker and Kubernetes.
HOW I WORK
Production first: monitoring, evals, and error handling from day one, not after launch
Clear communication: clients tag me "Clear Communicator" and "Committed to Quality" more than any other trait
Fast start: available now, quick responses, honest scoping before you spend a dollar
KEY TECHNOLOGIES
Python · FastAPI · LangGraph · LangChain · LlamaIndex · CrewAI · AutoGen · OpenAI GPT-4o · Anthropic Claude · Google Gemini · RAG · Pinecone · Weaviate · FAISS · ChromaDB · PyTorch · TensorFlow · YOLOv8 · OpenCV · MediaPipe · Twilio · Deepgram · ElevenLabs · VAPI · n8n · Make · Zapier · React · Next.js · Node.js · TypeScript · PostgreSQL · MongoDB · Redis · Docker · Kubernetes · AWS · GCP · Azure
Message me with what you're building. I'll reply with a concrete plan, not a template.
Steps for completing your project
After purchasing the project, send requirements so Meer can start the project.
Delivery time starts when Meer receives requirements from you.
Meer works on your project following the steps below.
Revisions may occur after the delivery date.
Define Tagging Schema
We finalize the categories or events to detect in the video (e.g., scenes, overlays, transitions).
Process Video with Vision AI
The system analyzes video using OpenCV, YOLO, VLLMs, OCR, and logic-based tagging for scene comprehension.