I will add ai to your existing app with a decoupled fastapi engine
About this gig
Your app already works. It doesn't need a rewriteit needs AI.
I build AI microservices that plug into your existing product without disrupting your codebase or architecture.
Instead of rebuilding your application, I add a decoupled AI engine that communicates through clean APIs. Your existing stack stays intact while your product gains AI capabilities.
Why this approach?
- No risky rewrites
- Keep your production app untouched
- Switch AI providers without rebuilding
- Ship AI features faster
AI capabilities
- AI chat & assistants (RAG, knowledge bases, support bots)
- Content generation, summarization, extraction & classification
- Document & data processing pipelines
- FastAPI microservices with auth, rate limiting & API docs
- OpenAI, Claude, Gemini & open-source LLM integration
Ideal for
Founders and SaaS teams with a working product who want AI without a complete overhaul.
Tell me what your app does and what you want AI to accomplish. I'll explain exactly how the AI service integrates with your existing system before you spend a cent.
Let's add AI to your productnot rebuild it.
Get to know Fred M
Bridging the Gap Between Technical Excellence and Business Strategy
- FromKenya
- Member sinceNov 2021
- Avg. response time5 hours
- Last delivery1 month
Languages
English, Swahili
My Portfolio
Other AI Development Services I Offer
FAQ
Will this touch my existing codebase?
No. The engine is built as a decoupled FastAPI service that your app calls via API — your existing architecture stays untouched.
What if I don't know which AI provider to use (OpenAI, Claude, etc.)?
No problem — message me your use case and I'll recommend the right model/provider based on cost, speed, and what your app needs to do.
Do you need access to my full codebase?
Not usually. I only need to know how your app will call the new AI endpoints (e.g. your current API structure or backend language) — not your entire repo.
Can you deploy this for me?
Yes, deployment assistance is included in the Premium package and available as an add-on on other tiers.
What do you need from me to get started?
A short description of your app, what you want the AI feature to do, and (if available) your current backend stack or API docs.
1 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
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M ms7177

Canada
Fred delivered an exceptionally thorough and technically rigorous audit of A1 Fire Force. He validated his findings with reproducible evidence, identified issues that would have been very easy to miss, and communicated complex technical matters clearly and precisely. What impressed me most was his...
$400-$600
Price
6 days
Duration
Helpful?
1 reviews for this Gig
| (1) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
M ms7177

Canada
Fred delivered an exceptionally thorough and technically rigorous audit of A1 Fire Force. He validated his findings with reproducible evidence, identified issues that would have been very easy to miss, and communicated complex technical matters clearly and precisely. What impressed me most was his...
$400-$600
Price
6 days
Duration
Helpful?
