You will get a custom and scalable API for ML workflow involving computer vision.
Project details
I provide complete, scalable, and deployable end-to-end Machine Learning pipelines tailored to your project’s unique needs. From data preprocessing to model deployment, I ensure seamless integration into real-world applications via robust, production-ready APIs.
My expertise includes:
Object Detection, Tracking, and Segmentation using cutting-edge architectures like YOLOv11
Image Similarity Search powered by Siamese Neural Networks
Custom model development using PyTorch and other leading ML frameworks
Whether using pretrained models or training from scratch with your dataset, I deliver solutions optimized for performance, scalability, and accuracy.
🗓️ Let’s Talk First: Before placing an order, please reach out to schedule a 30-minute discussion. We'll assess your project’s goals and feasibility to ensure the best path forward.
My expertise includes:
Object Detection, Tracking, and Segmentation using cutting-edge architectures like YOLOv11
Image Similarity Search powered by Siamese Neural Networks
Custom model development using PyTorch and other leading ML frameworks
Whether using pretrained models or training from scratch with your dataset, I deliver solutions optimized for performance, scalability, and accuracy.
🗓️ Let’s Talk First: Before placing an order, please reach out to schedule a 30-minute discussion. We'll assess your project’s goals and feasibility to ensure the best path forward.
Machine Learning Tools
NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorchWhat's included
| Service Tiers |
Starter
$600
|
Standard
$1,000
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 15 days | 25 days | 1 day |
Number of Revisions | 1 | 2 | 0 |
Number of Model Variations | 1 | 2 | |
Number of Scenarios | 1 | 2 | |
Number of Graphs/Charts | 1 | 2 | |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - |
Optional add-ons
You can add these on the next page.
Model Validation/Testing
(+ 2 Days)
+$50
Model Documentation
(+ 1 Day)
+$50About Muhammad
AI & Machine Learning | Python, OpenCV, End to End Model Deployment
Karachi, Pakistan - 11:11 am local time
I’m a Machine Learning Engineer with a background in Mechanical Engineering, passionate about solving real-life problems through practical, scalable AI solutions.
I specialize in building end-to-end ML pipelines using Python, PyTorch, TensorFlow, and OpenCV — from raw data to production-ready systems. I also have a strong interest in base-level algorithm research, enabling me to create fast, efficient, and optimized solutions, making me a strong fit for R&D roles as well.
What I Can Do For You:
Object Detection, Counting, Tracking, and Segmentation
Build real-time systems using YOLOv11, PyTorch, and OpenCV for traffic analytics, surveillance, people counting, and more.
Object Recognition with Similarity-Based Models
Experience with Siamese Networks (ResNet-50), KNN-based recognition, and similarity scoring systems.
Use of Pre-Trained Models & APIs
Open to integrating existing tools and APIs to rapidly meet your goals — no unnecessary reinvention.
Full ML Pipelines & Web App Integration
I build full end-to-end ML pipelines, develop the necessary web applications, and deploy the system so that the user can easily access and interact with the pipeline.
Optimized Video Processing
Accelerate your pipelines with FFMPEG, GPU-based tools, and intelligent frame skipping (without DL models).
Exploration-Driven Development
Willing to research and explore pose estimation, segmentation, or new frameworks that best fit your unique problem.
Highlight Projects:
Traffic Analytics with YOLOv11
Real-time vehicle detection and tracking with a 40% speed boost via custom frame skipping.
Facial Recognition Pipeline
Built using Siamese networks and dynamic triplet mining (random, semi-hard, hard) with custom loss functions.
3D Spatial Reconstruction
Created a full-stack pipeline to convert MP4 videos into scaled 3D point clouds using SLAM3R, SpatialLM, Flask, and Open3D.
Why Work With Me?
I don’t just build models — I deliver robust, optimized solutions backed by research and tailored to your problem. Whether it’s integrating existing APIs or designing custom models from scratch, I work with clarity, speed, and precision.
📞 Let’s talk! I offer a free 30-minute consultation to understand your project, offer a roadmap, and provide a clear cost and timeline breakdown.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
After discussion and purchasing the project, send me the requirements
Please provide a clear briefing on the requirements for a model, and also state specific feature requirements as needed. Provide a sample dataset for us to continue
Project scope
After reviewing your project requirements, we’ll define a clear and actionable scope. I will break down the work into well-defined deliverables, allowing for transparent progress tracking at every stage.