I will develop reinforcement learning and rlhf solutions for ai agents
Gig Summary
Level 2
Has met high performance criteria and has a proven track record for meeting client expectations.
About this Gig
Looking to build an AI system that learns, adapts, or improves from feedback?
I help businesses and researchers design, train, and deploy Reinforcement
Learning (RL) systems from classic RL agents to modern RLHF pipelines
used to align and fine-tune LLMs.
WHAT I CAN BUILD FOR YOU:
Custom RL agents for games, robotics, trading, or simulations
RLHF / RLAIF pipelines for fine-tuning and aligning language models
Reward model design and reward shaping
Multi-agent systems (MARL) and self-play environments
Autonomous control systems (drones, HVAC, robotics)
Training pipelines using Gymnasium, Unity ML-Agents, or custom environments
Full evaluation, benchmarking, and performance reports
WHY WORK WITH ME:
I'm a Machine Learning Engineer (M.S. in AI & Autonomous Systems) with 5+
years of hands-on RL experience including DQN, PPO, Decision Transformers, and hierarchical RL. I've delivered 100+ projects on Fiverr with a 5.0 rating, working on everything from drone swarm control to board-game AI to multi-agent trading systems.
As AI systems increasingly rely on human feedback to improve (RLHF/RLAIF),
this is exactly the expertise powering today's most advanced AI product.
Programming language:
Python
•
MATLAB
•
Colab
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
MLflow
•
Colab
Frameworks:
Keras
•
PyTorch
•
TensorFlow
•
Other
My Portfolio
FAQ
Do you work with LLMs and RLHF, not just classic RL?
Yes — I build RLHF/RLAIF pipelines for fine-tuning and aligning language models, in addition to classic RL (games, robotics, control systems).
What frameworks do you use?
PyTorch, TensorFlow, Stable-Baselines3, Gymnasium, Unity ML-Agents, and custom environments depending on your project.
I'm not sure which package fits my project — what do I do?
Message me first with a short description of your goal and any data/environment you have. I'll recommend the right scope before you order.
Can you deploy the model, not just deliver code?
Yes — cloud deployment and API integration are available in the Standard and Premium packages.
14 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
R rajib_alam_

Finland
Ongoing collaborationThis was the 3rd time I worked with him. He exceeds the expectations every time. I am very satisfied with his work. He has very deep expertise on ML topics.
$100-$200
Price
2 weeks
Duration
E 
Seller's Response
Helpful?K kennyldc

United States
Ongoing collaborationWorking with Ali is always a great experience. He has strong expertise in the topics and shows a high level of dedication to his deliverables, paying close attention to detail. I highly recommend him for any reinforcement learning project, as he can easily adapt to the specific needs you may have.
$100-$200
Price
13 days
Duration
Helpful?K kennyldc

United States
Ongoing collaborationA pleasure to work with Ali in topics related to Reinforcement Learning. He is very knowledgeable about the subject. I would recommend him to anyone without a doubt.
$100-$200
Price
8 days
Duration
Helpful?R rajib_alam_

Finland
Ongoing collaborationthis is my second project with him. He exceeded all expectations. Will definitely work with him again. He goes above and beyond in each project.
$50-$100
Price
5 days
Duration
Helpful?R rajib_alam_

Finland
Ongoing collaborationHe was very professional and went beyond the required effort to give a good output. I would definitely work with him again. amazing communication skills and very friendly and cooperative.
$100-$200
Price
5 days
Duration

E 
Seller's Response
Helpful?
14 reviews for this Gig
| (14) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
R rajib_alam_

Finland
Ongoing collaborationThis was the 3rd time I worked with him. He exceeds the expectations every time. I am very satisfied with his work. He has very deep expertise on ML topics.
$100-$200
Price
2 weeks
Duration
E 
Seller's Response
Helpful?K kennyldc

United States
Ongoing collaborationWorking with Ali is always a great experience. He has strong expertise in the topics and shows a high level of dedication to his deliverables, paying close attention to detail. I highly recommend him for any reinforcement learning project, as he can easily adapt to the specific needs you may have.
$100-$200
Price
13 days
Duration
Helpful?K kennyldc

United States
Ongoing collaborationA pleasure to work with Ali in topics related to Reinforcement Learning. He is very knowledgeable about the subject. I would recommend him to anyone without a doubt.
$100-$200
Price
8 days
Duration
Helpful?R rajib_alam_

Finland
Ongoing collaborationthis is my second project with him. He exceeded all expectations. Will definitely work with him again. He goes above and beyond in each project.
$50-$100
Price
5 days
Duration
Helpful?R rajib_alam_

Finland
Ongoing collaborationHe was very professional and went beyond the required effort to give a good output. I would definitely work with him again. amazing communication skills and very friendly and cooperative.
$100-$200
Price
5 days
Duration

E 
Seller's Response
Helpful?

