Projects & Use Cases

Selected projects and technical use cases around applied AI, Odoo engineering, business data intelligence, automation, reporting, databases, dashboards, APIs, and production infrastructure.

My focus is building practical systems that connect real business tools, reduce manual work, improve operational visibility, and turn company data into useful decisions.

Flagship product
Speak To Your Database answering an Odoo total-sales question, showing the answer with its data source, a confidence level, and SQL verification metadata
STYD answering Odoo business questions with source, confidence, and verification metadata.

Speak To Your Database
Live, self-service AI business data intelligence for PostgreSQL, MySQL, and supported Odoo setups

Speak To Your Database is my main founder project: a live AI business data intelligence product that helps users ask questions over PostgreSQL, MySQL, and supported Odoo setups with explainable, SQL-verifiable answers.

It demonstrates full-stack AI product development, database-backed workflows, SQL reporting, Odoo integration, business metadata, admin tooling, feedback loops, and production deployment.

Shipped products & sites

Odoo AI Bridge
Odoo 19 · bridge module · business data intelligence

A published Odoo 19 bridge module for Speak To Your Database. It helps supported self-hosted Odoo and Odoo.sh setups connect to a controlled business data intelligence workflow.

The bridge is part of my work connecting AI, Odoo, database reporting, and operational business questions in a safer and more explainable way.

Universal DB AI
React content site · AI · databases · business data intelligence

A React educational and content website I built around AI, databases, and business data intelligence, including Speak To Your Database learning material, demos, and technical guides.

It hosts the STYD case study, practical Odoo and database guides, and worked examples of AI-assisted data workflows.

Technical use cases

Business Dashboards & Internal Tools
Retool · SQL · MySQL/PostgreSQL · operations

Business dashboards and internal admin tools built with SQL queries, APIs, editable tables, filters, notes, operational status tracking, and automation triggers.

Examples include operational dashboards, Make.com monitoring, customer success performance reporting, and database-backed internal tools for real business teams.

AI-Assisted Competitor Price Monitoring
Apify · Make.com · AI matching · Odoo API

A practical Odoo use case: extract competitor product prices, match them with existing Odoo products using AI-assisted comparison, and update custom competitor price fields through the Odoo API.

This kind of workflow can help businesses monitor market changes, compare product pricing, and create reports or alerts from price differences.

Make.com Automation Workflows
Make.com · REST APIs · webhooks · custom apps

Automation workflows connecting CRMs, forms, email systems, databases, dashboards, internal tools, and business processes through Make.com, APIs, and webhooks.

Includes advanced scenario logic, payload transformation, error handling, API calls, custom Make.com app work, and database-backed workflow automation.

What I can build for you

Services and capabilities I can bring to a project. Explore the detailed skills for each area.

AI Development & Business Automation

LLM apps, AI copilots, document workflows, structured outputs, and API-connected AI tools with practical guardrails.

Odoo Engineering & API Workflows

Odoo API integrations, automation, reporting, data synchronization, and database-backed processes.

VPS Security & Server Hardening

Practical hardening and exposure review for Linux, Odoo, Docker, and Nginx deployments, with a clear action plan.

Earlier / Hobby Project

Outside of my professional AI, automation, Odoo, and data work, I keep one older game project online as a personal memory and creative development project.

Game Development Demo

Older personal game project. It is not part of my current professional focus, but I keep it online because it was a fun creative project and a good memory from my development journey.

Need a similar system?

If your company needs help with applied AI, Odoo engineering, API integrations, reporting dashboards, automation workflows, business data intelligence, or production infrastructure review, I can help design and build a practical solution.