You will get Intelligent Video Surveillance & Anomaly Detection

Name: You will get Intelligent Video Surveillance & Anomaly Detection
Availability: InStock

Ali I. Ali I.

4.2

Ali I. Ali I.

4.2

Project details

Hi, welcome to my gig,

As a 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 & 𝘼𝙄 𝙀𝙣𝙜𝙞𝙣𝙚𝙚𝙧 with 4+ years of experience and an 𝙈𝙎 𝙙𝙚𝙜𝙧𝙚𝙚 𝙞𝙣 𝘼𝙄 & 𝘼𝙪𝙩𝙤𝙣𝙤𝙢𝙤𝙪𝙨 𝙎𝙮𝙨𝙩𝙚𝙢𝙨, I help companies and startups design, deploy, and scale real-world AI systems. I specialize in 𝘾𝙤𝙢𝙥𝙪𝙩𝙚𝙧 𝙑𝙞𝙨𝙞𝙤𝙣, 𝙇𝙖𝙧𝙜𝙚 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨 (LLMs), and 𝙀𝙙𝙜𝙚 𝘼𝙄 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩, bridging the gap between research and production.

✅ 𝘾𝙤𝙧𝙚 𝙀𝙭𝙥𝙚𝙧𝙩𝙞𝙨𝙚

1️⃣ 𝘾𝙤𝙢𝙥𝙪𝙩𝙚𝙧 𝙑𝙞𝙨𝙞𝙤𝙣 & 𝘼𝙪𝙩𝙤𝙣𝙤𝙢𝙤𝙪𝙨 𝙎𝙮𝙨𝙩𝙚𝙢𝙨
2️⃣ 𝙇𝙖𝙧𝙜𝙚 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨 (LLMs)
3️⃣ 𝙀𝙙𝙜𝙚 𝘼𝙄 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩
4️⃣ 𝙋𝙧𝙤𝙙𝙪𝙘𝙩𝙞𝙤𝙣 𝙋𝙞𝙥𝙚𝙡𝙞𝙣𝙚𝙨 & 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩

Machine Learning Tools

Azure Machine Learning, Keras, NumPy, NVIDIA AI Platform, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, Tesseract OCR, XGBoost

What's included

Service Tiers	Starter $250	Standard $550	Advanced $1,050
Delivery Time	3 days	6 days	12 days
Number of Revisions	2	4	6
Number of Model Variations	1	2	3
Model Validation/Testing
Model Documentation
Data Source Connectivity
Source Code

Optional add-ons You can add these on the next page.

Fast Delivery

+$25 - $100

4.2

3 reviews

67% Complete

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AI Agent Architecture Consultation Needed Great consultation! The expert understood my needs and explained how to set up a voice agent on AWS in a simple, practical way. I left with a clear plan and full confidence to move ahead. Highly professional and easy to talk to — definitely recommend for anyone needing AI guidance!

Answer questions about AI Provided the usual story about his mother slowly dying so he was not able to work for several weeks. Quality of work was basic.

Tensorflow Object detection Tensorboars graph An exceptional Freelancer. He made sure to always keep me updated even when I didnt reply. Since I work long hours Ali ensured he always kept me updated and in a sense ensure I answered his requests. He met all deadlines before the date set and was able to offer support for further questions. He went above and beyond his call of duty and ensured to stay with me throughout the entire process. Along the way I encounter multiple errors that were made on my behalf. He made sure to guide me and ensured me that everything would work out.

He is a very dependable freelancer that is willing to help. Other freelancers were all about the money, but Ali was more satisfied in just helping me get the job done. I was previously rejected by so called "experts" and was told that they could help me build my project from scratch at a price hike. These experts said that my request couldnt be done but Ali tried to figure out how to accomplish my request instead of not trying and asking for a higher price.

Ali was the only one who remained below my budget. He remained so much below budget that I raised our contract salary. He deserved more than what he initially asked for since I know the task he did was worth more than what he originally asked for. I highly recommend Ali to anyone who can't find a freelancer that is reasonable, hard working and empathetic to your wallet.

Thanks Ali

About Ali

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AI & ML Engineer | NLP & Computer vision specialist

4.2 (3 reviews)

Islamabad, Pakistan - 1:56 pm local time

As a 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 & 𝘼𝙄 𝙀𝙣𝙜𝙞𝙣𝙚𝙚𝙧 with 4+ years of experience and an 𝙈𝙎 𝙙𝙚𝙜𝙧𝙚𝙚 𝙞𝙣 𝘼𝙄 & 𝘼𝙪𝙩𝙤𝙣𝙤𝙢𝙤𝙪𝙨 𝙎𝙮𝙨𝙩𝙚𝙢𝙨, I help companies and startups design, deploy, and scale real-world AI systems. I specialize in 𝘾𝙤𝙢𝙥𝙪𝙩𝙚𝙧 𝙑𝙞𝙨𝙞𝙤𝙣, 𝙇𝙖𝙧𝙜𝙚 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨 (LLMs), and 𝙀𝙙𝙜𝙚 𝘼𝙄 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩, bridging the gap between research and production.

✅ 𝘾𝙤𝙧𝙚 𝙀𝙭𝙥𝙚𝙧𝙩𝙞𝙨𝙚

1️⃣ 𝘾𝙤𝙢𝙥𝙪𝙩𝙚𝙧 𝙑𝙞𝙨𝙞𝙤𝙣 & 𝘼𝙪𝙩𝙤𝙣𝙤𝙢𝙤𝙪𝙨 𝙎𝙮𝙨𝙩𝙚𝙢𝙨
• Lane detection, stereo depth estimation, object detection, and tracking (YOLO, Detectron2)
• OCR, anomaly detection, and driver drowsiness detection systems
• Multi-camera tracking, behavior analysis, and safety monitoring

2️⃣ 𝙇𝙖𝙧𝙜𝙚 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨 (LLMs)
• Chatbots, multilingual voice assistants, and contextual AI agents
• Retrieval-Augmented Generation (RAG), document parsing, and knowledge-based systems
• Enterprise automation using GPT, LangChain, and vector databases

3️⃣ 𝙀𝙙𝙜𝙚 𝘼𝙄 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩
• Real-time inference under 100ms latency with TensorRT, ONNX, and OpenVINO
• Optimization and deployment on NVIDIA Jetson, Raspberry Pi, and embedded devices
• Streaming video analytics and on-device decision-making

4️⃣ 𝙋𝙧𝙤𝙙𝙪𝙘𝙩𝙞𝙤𝙣 𝙋𝙞𝙥𝙚𝙡𝙞𝙣𝙚𝙨 & 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩
• Cloud deployment (AWS, Azure) with Dockerized APIs
• Simulation and testing using CARLA, ROS, and Unreal Engine
• CI/CD pipelines, real-time streaming, and scalable backend systems

🔥 𝙍𝙚𝙘𝙚𝙣𝙩 𝙋𝙧𝙤𝙟𝙚𝙘𝙩𝙨

1️⃣ Autonomous Lane Detection System – Real-time vehicle lane estimation for road safety simulations in CARLA.
2️⃣ Multilingual RAG Chatbot – Context-aware voice & text chatbot integrated into enterprise workflow tools.
3️⃣ AI-based Drowsiness & Yawn Detection – 95%+ accuracy in driver fatigue monitoring using CNNs.
4️⃣ Edge Deployed Vision System – Optimized TensorRT models achieving 80ms latency on Jetson Xavier.
5️⃣ Vehicle Position Estimation from CCTV – Real-time vehicle tracking and coordinate extraction from static cameras.

💡 𝙒𝙝𝙮 𝘾𝙡𝙞𝙚𝙣𝙩𝙨 𝘾𝙝𝙤𝙤𝙨𝙚 𝙈𝙚

1️⃣ 𝙀𝙣𝙙-𝙩𝙤-𝙀𝙣𝙙 𝙀𝙭𝙥𝙚𝙧𝙩𝙞𝙨𝙚: From AI research to production-grade deployment.
2️⃣ 𝙋𝙚𝙧𝙛𝙤𝙧𝙢𝙖𝙣𝙘𝙚 𝙈𝙖𝙩𝙩𝙚𝙧𝙨: Models built for speed, reliability, and scalability — not just benchmarks.
3️⃣ 𝘾𝙤𝙡𝙡𝙖𝙗𝙤𝙧𝙖𝙩𝙞𝙫𝙚 𝘼𝙥𝙥𝙧𝙤𝙖𝙘𝙝: I work closely with teams to align AI solutions with business goals.
4️⃣ 𝙋𝙧𝙤𝙫𝙚𝙣 𝙍𝙚𝙨𝙪𝙡𝙩𝙨: Delivered production-ready AI solutions for startups and enterprises in automotive, security, and industrial sectors.

🚀 𝙇𝙚𝙩’𝙨 𝘽𝙪𝙞𝙡𝙙 𝙍𝙚𝙖𝙡-𝙒𝙤𝙧𝙡𝙙 𝘼𝙄 𝙩𝙝𝙖𝙩 𝙈𝙖𝙠𝙚𝙨 𝙖𝙣 𝙄𝙢𝙥𝙖𝙘𝙩!

Steps for completing your project

After purchasing the project, send requirements so Ali can start the project.

Delivery time starts when Ali receives requirements from you.

Ali works on your project following the steps below.

Revisions may occur after the delivery date.

develop a pipeline based on requirements and environment of the camera

Review the work, release payment, and leave feedback to Ali.

Select service tier

Starter$250

Standard$550

Advanced$1,050

Basic

Person detection in a restricted region.

Delivery Time 3 days
Number of Revisions 2
Number of Model Variations 1
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code

3 days delivery — Jul 7, 2026

Revisions may occur after this date.

Upwork Payment Protection

Fund the project upfront. Ali gets paid once you are satisfied with the work.

You will get Intelligent Video Surveillance & Anomaly Detection

Let a pro handle the details

Let a pro handle the details

Project details

Machine Learning Tools

What's included

AM

JO

JA

About Ali

AI & ML Engineer | NLP & Computer vision specialist

Steps for completing your project

After purchasing the project, send requirements so Ali can start the project.

Ali works on your project following the steps below.

develop a pipeline based on requirements and environment of the camera

Review the work, release payment, and leave feedback to Ali.

Select service tier

Basic

You will get Intelligent Video Surveillance & Anomaly Detection

Let a pro handle the details

Let a pro handle the details

Project details

Machine Learning Tools

What's included

AM

JO

JA

About Ali

AI & ML Engineer | NLP & Computer vision specialist

Steps for completing your project

After purchasing the project, send requirements so Ali can start the project.

Ali works on your project following the steps below.

develop a pipeline based on requirements and environment of the camera

Review the work, release payment, and leave feedback to Ali.

Select service tier

Basic

Optional add-ons (1)