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$
USD
I will integrate any llm API into your application
Samir Zerrouki
Level 1
5.0
5.0
About this gig
I will integrate any LLM OpenAI, Claude, Gemini, or open-source directly into your application.
I'm a software engineer with 5+ years of experience building AI-powered systems. I don't just call an API I build clean, production-ready AI features that solve real problems in your product.
- OpenAI API & ChatGPT integration
- Anthropic Claude API integration
- Google Gemini API integration
- Mistral / Groq / open-source LLM integration
- RAG pipeline with vector search (ChromaDB, Pinecone)
- Function calling & tool use
- AI features added to your existing app
- Custom model behavior & prompt engineering
TECH: OpenAI · Claude API · Gemini · LangChain · LlamaIndex · ChromaDB · Pinecone · FastAPI · Python · Node.js · RAG · Embeddings
YOU GET:
- Clean, documented integration code
- Full source code
- Tested API endpoints
- Prompt engineering included
- Handover & setup documentation
Already have an app and want to add AI? Message me with your stack I'll tell you exactly how to integrate it.
Let's make your app intelligent.
Get to know Samir Zerrouki
Samir Zerrouki
Friendly vibes, reliable work and real results
Level 1
- FromAlgeria
- Member sinceJun 2019
- Avg. response time18 hours
- Last delivery1 month
Languages
English, Arabic, French
I'm Samir, a Software Engineer specialized in AI development, backend systems, and automation.
I help startups and businesses build:
→ AI chatbots & voice agents (GPT-4, Claude, ElevenLabs)
→ LLM & OpenAI API integration into existing apps
→ n8n, Make.com & Zapier automation workflows
→ SaaS MVPs with React & modern backend stacks
→ Scalable REST APIs (FastAPI, Django, Node.js)
Let's build something that works.
FAQ
Can you integrate AI into my existing app regardless of the stack?
Yes I work with Python, Node.js, and most modern stacks. Share your codebase details and I'll confirm compatibility before you order.
What's the difference between a simple integration and a RAG pipeline?
A simple integration connects your app to an LLM for tasks like text generation or summarization. A RAG pipeline goes further — it indexes your documents, performs vector search, and returns answers grounded in your own data with source references.
Can you fine-tune a model on my data?
Yes, fine-tuning is available for OpenAI models. Message me first to discuss your dataset and use case. it's included in the Premium tier or as a custom order.
Do I need my own API keys?
Yes, you'll need API keys for whichever LLM provider you choose. I'll guide you through setup, it takes minutes.
Can you add memory so the AI remembers past conversations?
Yes. persistent memory using vector stores or database-backed conversation history is something I implement as part of the Standard and Premium tiers.
Reviews
22 reviews for this Gig
| (22) | ||
| (0) | ||
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
S sunilkumar144
United States
Samir Zerrouki is a true professional and a standout in software development. His expertise in GCP paired with his attention to detail and collaborative spirit made working with him an absolute pleasure. HIGHLY recommended for any GCP-related expertise! 🙌
$50-$100
Price
6 days
Duration
S 
Seller's Response
Helpful?M mark1277
Germany
Sami is excellent. I can absolutely recommend him. I’m looking forward to working on more projects with him.
$100-$200
Price
5 days
Duration
Helpful?A atreides1
Repeat Client
United States
Great work, Samir was able to find the best way to implement the requirements, which combined the latest Google Document AI services for data extraction with custom rules-based processing logic, and delivered it already tested and fully ready to go.
$100-$200
Price
2 days
Duration
S Seller's Response
Helpful?A atreides1
Repeat Client
United States
Great work from Samir, he was able to really understand my requirements document and deliver high quality cloud functions that run as intended. He also provided useful feedback on where to make adjustments in the requirements doc. Great Q/A work before delivery.
$200-$400
Price
7 days
Duration
Helpful?A atreides1
Repeat Client
United States
It was awesome to work with Samir, he was very knowledgeable about Firebase best practices, great at communication, responsive, and you could tell that he really took the time to review the requirements doc and test his work. Project was delivered ahead of time, would definitely recommend!
$100-$200
Price
2 days
Duration
S Seller's Response
Helpful?
Reviews
22 reviews for this Gig
| (22) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
S sunilkumar144
United States
Samir Zerrouki is a true professional and a standout in software development. His expertise in GCP paired with his attention to detail and collaborative spirit made working with him an absolute pleasure. HIGHLY recommended for any GCP-related expertise! 🙌
$50-$100
Price
6 days
Duration
S Seller's Response
Helpful?M mark1277
Germany
Sami is excellent. I can absolutely recommend him. I’m looking forward to working on more projects with him.
$100-$200
Price
5 days
Duration
Helpful?A atreides1
Repeat Client
United States
Great work, Samir was able to find the best way to implement the requirements, which combined the latest Google Document AI services for data extraction with custom rules-based processing logic, and delivered it already tested and fully ready to go.
$100-$200
Price
2 days
Duration
S Seller's Response
Helpful?A atreides1
Repeat Client
United States
Great work from Samir, he was able to really understand my requirements document and deliver high quality cloud functions that run as intended. He also provided useful feedback on where to make adjustments in the requirements doc. Great Q/A work before delivery.
$200-$400
Price
7 days
Duration
Helpful?A atreides1
Repeat Client
United States
It was awesome to work with Samir, he was very knowledgeable about Firebase best practices, great at communication, responsive, and you could tell that he really took the time to review the requirements doc and test his work. Project was delivered ahead of time, would definitely recommend!
$100-$200
Price
2 days
Duration
S Seller's Response
Helpful?
