You will get a custom AI integration built into your existing app or platform


Project details
You will get a production-ready AI integration built directly into your existing application, no off-the-shelf tools, no vague demos. I specialize in connecting GPT-4, Claude, and open-source LLMs (LLaMA, Mistral) to live products via clean Python APIs backed by Azure OpenAI or direct OpenAI endpoints.
My background spans high-throughput systems at OpenBet (100,000+ transactions per minute) and managed application services across dozens of SMB clients at Biz Technology Solutions. I bring that same engineering rigor to every AI integration: careful prompt design, structured outputs, retry logic, and clean handoff docs your team can actually maintain.
Whether you need a conversational assistant, a document Q&A layer, a smart classification pipeline, or a custom copilot embedded in your SaaS platform, I scope, build, and ship it on time and to spec. Source code, documentation, and a walkthrough call are included with every tier.
My background spans high-throughput systems at OpenBet (100,000+ transactions per minute) and managed application services across dozens of SMB clients at Biz Technology Solutions. I bring that same engineering rigor to every AI integration: careful prompt design, structured outputs, retry logic, and clean handoff docs your team can actually maintain.
Whether you need a conversational assistant, a document Q&A layer, a smart classification pipeline, or a custom copilot embedded in your SaaS platform, I scope, build, and ship it on time and to spec. Source code, documentation, and a walkthrough call are included with every tier.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-Generated Code, Conversational AI, Image Recognition, Machine Translation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, NVIDIA AI Platform, ReplitAI Models
ChatGPT, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$1,000
|
Standard
$2,000
|
Advanced
$7,500
|
|---|---|---|---|
| Delivery Time | 10 days | 14 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
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.
Fast Delivery
+$200 - $1,500
Additional Revision
+$150
30-Day Post-Launch Support
+$300
Technical Documentation
(+ 2 Days)
+$250
Live Onboarding Session
(+ 1 Day)
+$200Frequently asked questions
About Michael
Software Engineer | AI Solution Architect
Chilliwack, Canada - 1:17 am local time
Michael currently serves as AI Solutions Architect at Biz Technology Solutions, where he leads technical delivery across multiple enterprise client engagements spanning learning management systems, financial services platforms, and construction industry software. His work bridges full-stack development and applied AI, translating business requirements into scalable, production-ready architectures.
Before founding Edgeforge Tech, Michael spent six years at OpenBet, one of the world's leading sports betting technology companies, where he contributed to high-availability, real-time platforms operating at a global scale. That experience shaped a deep appreciation for system reliability, performance under load, and engineering discipline.
Core capabilities:
- Full-stack development: React, TypeScript, Node.js, Python
- Mobile development: iOS, Android, React Native
- AI and machine learning integration
- System architecture and technical leadership
- Long-term staff augmentation and embedded team delivery
Edgeforge Tech works best with clients who value a senior engineering partner, not just a coder. Whether you need hands-on development, architectural guidance, or a technical lead embedded in your team, we bring the judgment and experience to move fast without cutting corners.
Steps for completing your project
After purchasing the project, send requirements so Michael can start the project.
Delivery time starts when Michael receives requirements from you.
Michael works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Architecture
Review your existing platform, define the AI use case, design the integration architecture, and align on success criteria.
API Setup & Environment
Configure AI API connections (OpenAI/Azure), set up the dev environment, and establish the data flow between your app and the LLM.