You will get tailored RL Agents for Your Unique Challenges
Top Rated
Top Rated
Project details
Are you seeking intelligent solutions that adapt and conquer your specific challenges? Look no further! Our "Custom RL Agent Development" service offers a touch of AI wizardry to create personalized Reinforcement Learning (RL) agents designed exclusively for your unique needs.
š¼ Use Cases:
Game Development: Elevate your game with NPCs that learn, adapt, and challenge players intelligently.
Automation: Streamline complex tasks with RL-driven automation.
Optimization: Achieve resource allocation, scheduling, or decision-making optimization.
š Results That Speak:
We've empowered clients across various industries, from gaming to robotics, with tailored RL agents that deliver results. Our portfolio showcases our prowess in crafting intelligent solutions.
š¼ Use Cases:
Game Development: Elevate your game with NPCs that learn, adapt, and challenge players intelligently.
Automation: Streamline complex tasks with RL-driven automation.
Optimization: Achieve resource allocation, scheduling, or decision-making optimization.
š Results That Speak:
We've empowered clients across various industries, from gaming to robotics, with tailored RL agents that deliver results. Our portfolio showcases our prowess in crafting intelligent solutions.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation SystemAI Tools
Azure Machine Learning, MLflow, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$299
|
Standard
$500
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 5 |
AI Model Integration | - | ||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | |||
Ontology | - | ||
Source Code | |||
Taxonomy | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$500 - $1,500
Additional Revision
+$50Frequently asked questions
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MO
Michael O.
Jan 22, 2025
60 minute consultation
I had a great consultation with Mohamed, and Iām thoroughly impressed. He took the time to carefully explain everything, ensuring I understood each concept. Itās clear that he really knows his stuff and has a deep understanding of AI and computer vision. Highly recommend his expertise!
FA
Fahad A.
Jan 5, 2025
This contract will be for our AI solution platform and its interface for end users like doctors,
calm and focused communicator with punctual behavior,
deep technical knowledge
deep technical knowledge
AA
Abdullah A.
Jul 28, 2024
R&M AI
He was helpful and completed the necessary work, and even more.
JF
Jerry F.
Jul 26, 2024
Optimization Pt1
FA
Fernando A.
Apr 15, 2024
60 minute consultation
About Mohamed
Data Scientist | Computer Vision Engineer | LLMs developer
100%
Job Success
Asyut, EgyptĀ - 8:38 am local time
I help startups and companies turn ideas into working AI products: from data preparation and model development to deployment and integration into real applications. Iāve worked as the sole ML engineer for a healthcare AI startup, built production-ready computer vision systems, and developed end-to-end ML pipelines for both research and industry use.
What I can help you with
š¹ Computer Vision: image classification, object detection, segmentation, tracking, video understanding, pose-based analysis, medical imaging AI, error analysis, model debugging, and data augmentation workflows.
š¹ Machine Learning Engineering: PyTorch model development, multi-GPU training, experiment tracking, reproducible workflows, model evaluation, failure analysis, performance optimization, ONNX, TensorRT, and Triton deployment.
š¹ AI Product Development: building MVPs powered by ML, FastAPI backends for model serving, integrating models into web or mobile products, Dockerized deployment, and cloud integration.
Selected experience
š Built and deployed medical imaging models for a healthcare AI startup, including a chest X-ray classifier with 95.5% F1 and a dual-view breast cancer model with 85% F1 plus tumor localization.
š Improved a satellite object detection system from 84.5% to 92.0% mAP@50 by replacing a YOLOv8 baseline with RF-DETR and building analysis and deployment workflows around it.
š Developed a video computer vision pipeline for golf swing analysis using LSTM, MediaPipe, YOLOv8, OpenCV, FastAPI, and GCP.
š Built ML workflows using Airflow, MLflow, ONNX, TensorRT, and Triton.
š Contributed to the Ivy open-source library.
Tech stack
š» Languages: Python, C++, SQL
š§ Frameworks/Libraries: PyTorch, OpenCV, Transformers, TensorFlow, MediaPipe, FastAPI
āļø Deployment/Infrastructure: Docker, Airflow, MLflow, ONNX, TensorRT, Triton, Linux, GCP, AWS
šļø Other tools: PostgreSQL, Git, LangChain
How I work
ā I care about more than just training a model. I focus on building systems that are accurate, practical, maintainable, and ready for real users.
ā Whether you need help with an ML prototype, a deployed computer vision system, or improving an existing model, I can help move your project from idea to working solution.
š© Send me a message with your project details, and letās discuss how I can help.
Steps for completing your project
After purchasing the project, send requirements so Mohamed can start the project.
Delivery time starts when Mohamed receives requirements from you.
Mohamed works on your project following the steps below.
Revisions may occur after the delivery date.
Initial Consultation
- We'll kick off the project with an in-depth consultation to understand your problem statement, objectives, and project requirements. - We'll discuss the scope, constraints, and expectations to ensure alignment.
Algorithm Selection
Based on your problem domain and objectives, we'll carefully select the most suitable RL algorithms, considering factors like deep reinforcement learning, policy optimization, and more.