I will integrate ai into your product, production ready


About this gig
Most AI integrations work in the demo and break in production. Rate limits, hallucinations, runaway token costs, silent failures. I build the ones that hold up.
I am a senior software engineer with 20+ years in enterprise systems (Boeing, AstraZeneca, Comcast, Bank of America), now focused on LLM integrations that survive real users.
WHAT I INTEGRATE
- OpenAI, Claude, or any LLM API into your existing product or workflow
- RAG over your documents and data
- AI agents with tools: CRM, database, email, custom APIs
- Structured outputs your backend can rely on
TECH
Python, FastAPI, OpenAI API, Anthropic API, LangChain, PostgreSQL, Docker, AWS / GCP / Azure.
Not sure which package fits? Message me with a short description of your product and what you want the AI to do. I will tell you honestly what it takes.
KEY ACHIEVEMENTS
20+ years delivering enterprise software as a Full Stack Developer across healthcare and SaaS.
50+ AI integration projects completed as an AI Integration Specialist, including secure AI API integration for HIPAA-regulated platforms.
Get to know Elena R
I help healthcare AI teams build systems that survive real workflows
- FromUnited States
- Member sinceMar 2026
- Last delivery3 months
Languages
English, Ukrainian
My Portfolio
Other AI Development Services I Offer
FAQ
Why should you choose me?
I design workflows for real systems, not theoretical setups.
What’s not included?
Interface design and discovery stage, but this can be done separately
Which AI models do you work with?
OpenAI (GPT), Anthropic (Claude), and open-source models served via API. I recommend the model based on your task, latency needs, and budget, not hype.
Do I need my own API key?
Yes. You own the keys and the usage costs, so nothing depends on me after delivery. I will help you estimate the monthly token cost before we start.
Can you work inside my existing codebase?
Yes, that is the core of this gig. Python backends are my home turf; other stacks are possible, message me first.
How do you prevent hallucinations in answers?
Grounding the model in your data (RAG), structured outputs with validation, and evaluation tests on real examples. No integration ships without being tested on your actual use cases.
Will you sign an NDA?
Yes, before you share any code or data.
What type of AI projects do you specialize in?
I specialize in AI API integration, AI-powered SaaS platforms, automation systems, healthcare AI solutions, enterprise applications, and production AI workflows. My experience includes clinical platforms, pharma systems, and healthcare applications.
Can you help if we already have an application and want to add AI?
Yes. I help companies integrate AI capabilities into existing products through APIs, backend improvements, automation workflows, and scalable architecture.
What domain is your main focus?
Healthcare and life sciences are my strongest domains because of my experience with regulated environments, but I also work with SaaS companies and businesses building AI-powered software products.
