You will get an AI knowledge assistant for your company documents and data
Rising Talent

Project details
I will turn your approved company documents into an AI knowledge assistant that answers questions with citations. To begin, send one safe-to-share source file and a short note about who will use it. I will review the material, build and test the assistant, then deliver the setup and handoff included in your tier. We can confirm integrations, access rules, and fallback behavior after purchase.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Hugging Face, PyTorch, Streamlit, TensorFlowAI Models
GPT-3, GPT-4, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$300
|
Standard
$900
|
Advanced
$1,800
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 14 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | ||
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Optional add-ons
You can add these on the next page.
Additional revision
(+ 2 Days)
+$150
Additional approved document source
(+ 3 Days)
+$300
Additional destination integration
(+ 4 Days)
+$400Frequently asked questions
About Bohdan
AI Integration Engineer | Agents, Document AI & Knowledge Assistants
North Royalton, United States - 4:42 pm local time
Whether you are improving an internal workflow, launching a customer-facing AI feature, or building a specialized personal tool, I handle both strategy and implementation. I start by defining the problem and success metric, then build the smallest solution that delivers a useful result.
At Remly, I build AI search and cited-answer products, cloud connectors, macOS ingestion, and MCP integrations. I have also built agent workflows, custom AI applications, production APIs, hybrid retrieval systems, and open-source reliability fixes.
What I can help with:
- AI workflow audits and use-case prioritization
- AI agents and workflow automation
- Internal tools and customer-facing AI features
- Chatbots and specialized personal assistants
- API integrations and custom AI applications
- Knowledge assistants and retrieval systems
- Evaluation, guardrails, cost controls, and secure data handling
- Documentation, deployment, and team handoff
My approach is practical. I will tell you when AI is the wrong tool, test with safe data, and leave you with a system that is understandable and maintainable.
Send me your workflow or idea, where it currently breaks, and what a successful result would look like. I will help you choose the smallest solution that moves it forward.
Steps for completing your project
After purchasing the project, send requirements so Bohdan can start the project.
Delivery time starts when Bohdan receives requirements from you.
Bohdan works on your project following the steps below.
Revisions may occur after the delivery date.
Review your goal and source material
I confirm the audience, approved sources, boundaries, and selected tier.
Build and test the knowledge assistant
I build retrieval, citations, and fallback behavior, then test realistic questions.

