I will build a healthcare ai assistant and clinical rag chatbot for your documents
Clinical AI and RAG Systems for Healthcare, Private Document AI, Python
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Most clinical teams already have the documents they need. They just cannot find anything in them. Protocols, guidelines, SOPs, trial documentation and patient records sit across PDFs and shared drives, and staff lose hours hunting for answers that already exist.
I build retrieval augmented generation systems that answer questions directly from your own documents and cite the source for every answer, so nothing is invented and everything is checkable.
My background is applied AI in clinical settings: a Graph RAG clinical chatbot, a Neo4j medical assistant, an on-premise medical RAG system and a clinical voice assistant. I have also trained a small language model from scratch.
Why this is not a generic chatbot gig:
- Answers are grounded in your documents and cite their source
- On-premise deployment available, so patient data never leaves your infrastructure
- Retrieval accuracy is measured and reported, not assumed
What this is not: a document retrieval system, not a medical device. It does not diagnose, and clinical use requires human review. I do not handle regulatory certification.
Message me before ordering and I will tell you honestly whether it fits.
Expertise:
Classification
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Ranking
•
Software development
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Other
Frameworks:
Scikit-learn
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PyTorch
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Panda
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Other
Data type:
Text
Programming language:
Python
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SQL
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Colab
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NoSQL
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Other
APIs:
OpenAI
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Other
My Portfolio
FAQ
Can you work with real patient data?
For development I work with synthetic or de-identified data. For production, the On-Premise Build runs entirely on your own infrastructure, so patient data never reaches me or any third-party API. Any data agreement stays between you and your institution.
Which models do you use, and can they run locally?
It depends on your privacy constraints. Where data can leave your network, hosted models are faster and cheaper. Where it cannot, I use open-weight models running locally. I recommend based on your requirements, not a fixed preference.
Can this connect to our EHR?
Not in these packages. EHR integration depends on your specific system and its access rules, so it needs separate scoping. I build the system so that integration can be added later without a rewrite.
Is my data secure?
On-premise deployment means nothing leaves your infrastructure. Access is role-based and queries are logged for audit. I sign an NDA on request. On HIPAA: I build the architecture your compliance team asks for, but certification and BAAs stay with your institution.
What if it does not work well on our documents?
That is what Clinical Scoping is for. It is deliberately cheap so you find out before committing to a build. If scoping shows the approach will not work for your case, I will tell you.
2 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
R riskaverse

United States
Ongoing collaborationSyed is the bomb! He is a fantastic extreme programmer and very concise with his work and able to improve on requirements during his task orders without intervention from client to make a better product . I will continue to use his services into the future. Ric
$100-$200
Price
7 weeks
Duration
Helpful?R riskaverse

United States
Ongoing collaborationSyed is awesome. Best extreme programmer I have had pleasure to work with in last 20 years. Will be back for more, for sure. Thanks Syed for great works and making software dream come true. Good Luck to you in your endeavors. ric
$100-$200
Price
1 day
Duration
Helpful?
2 reviews for this Gig
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
R riskaverse

United States
Ongoing collaborationSyed is the bomb! He is a fantastic extreme programmer and very concise with his work and able to improve on requirements during his task orders without intervention from client to make a better product . I will continue to use his services into the future. Ric
$100-$200
Price
7 weeks
Duration
Helpful?R riskaverse

United States
Ongoing collaborationSyed is awesome. Best extreme programmer I have had pleasure to work with in last 20 years. Will be back for more, for sure. Thanks Syed for great works and making software dream come true. Good Luck to you in your endeavors. ric
$100-$200
Price
1 day
Duration
Helpful?

