You will get Custom AI feature or assistant, grounded in your real data

Project details
Most AI features are demos that hallucinate or die in a slide deck. I build AI systems reliable enough to trust with real stakes.
I architected and deployed a live, cloud-hosted trading platform: it ingests real-time market data through broker APIs, runs an autonomous execution engine, and operates continuously with hard risk controls and end-of-day reconciliation — a system trusted to act on real capital, in real time, where errors cost real money. That's the reliability I bring to every AI build.
I'm a PMP- and CISM-certified consultant and developer focused on responsible AI integration:
• Custom AI features & assistants — LLM/RAG grounded in your real data
• Responsible-AI guardrails — grounding, security, no invented answers, human-in-the-loop
• Real-time data & systems integration — APIs, dashboards, cloud deployment
• Full-stack builds in Python, Node, React/TypeScript, and Supabase
Recent build: a store assistant that reads real order history and recommends restocks — grounded so it surfaces real products and prices, never invented ones.
If you want AI in your product that actually works, tell me your use case and I'll scope it honestly.
I architected and deployed a live, cloud-hosted trading platform: it ingests real-time market data through broker APIs, runs an autonomous execution engine, and operates continuously with hard risk controls and end-of-day reconciliation — a system trusted to act on real capital, in real time, where errors cost real money. That's the reliability I bring to every AI build.
I'm a PMP- and CISM-certified consultant and developer focused on responsible AI integration:
• Custom AI features & assistants — LLM/RAG grounded in your real data
• Responsible-AI guardrails — grounding, security, no invented answers, human-in-the-loop
• Real-time data & systems integration — APIs, dashboards, cloud deployment
• Full-stack builds in Python, Node, React/TypeScript, and Supabase
Recent build: a store assistant that reads real order history and recommends restocks — grounded so it surfaces real products and prices, never invented ones.
If you want AI in your product that actually works, tell me your use case and I'll scope it honestly.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Image, AI-Generated Code, Anomaly Detection, Conversational AI, Image Analysis, Image Recognition, Natural Language Generation, Sentiment Analysis, Time Series AnalysisAI Development Language
PythonAI Tools
GitHub Copilot, PyTorch, Replit, TensorFlowAI Models
ChatGPT, GPT-3, GPT-4, LLaMA, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$2,000
|
Standard
$5,000
|
Advanced
$10,000
|
|---|---|---|---|
| Delivery Time | 10 days | 21 days | 35 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 |
About Josh
AI Integration & Dev | Ships Grounded, Secure AI | Gov't Consulting
Williamstown, United States - 11:57 am local time
I'm a PMP- and CISM-certified technology consultant with 20 years of enterprise delivery, now focused on responsible AI integration. I don't just call an API — I build the guardrails in: the AI works from your actual data, surfaces real information (not invented answers), and stays inside the boundaries your business needs.
What I do:
- Custom AI features & assistants — LLM/RAG integration grounded in your real data
- Responsible-AI guardrails — grounding, security, no invented data, human-in-the-loop
- Complex Shopify Plus — B2B, migrations, and integrations (a specialty within my ecommerce work)
- Full-stack builds in Python, Node, React/TypeScript, and Supabase
Recent builds: a B2B store assistant that reads real order history and recommends restocks — grounded so it surfaces real products and prices, never invented ones — and machine-learning models on live market data with proper validation and the honesty to know signal from noise.
I'm not the right fit for a quick $50 task. If you want AI in your product that actually works, or complex Shopify done right, tell me what you're trying to do and I'll scope it honestly.
Steps for completing your project
After purchasing the project, send requirements so Josh can start the project.
Delivery time starts when Josh receives requirements from you.
Josh works on your project following the steps below.
Revisions may occur after the delivery date.
Scope & data review
Define the use case, success criteria, and the real data the AI will use.
Build grounded prototype
Build a working proof-of-concept grounded in your actual data.