Projects & Use Cases

Selected projects and technical use cases around applied AI, Odoo engineering, business data intelligence, automation, reporting, databases, dashboards, APIs, Ethereum smart contracts, Web3 integration, and production infrastructure.

My focus is building practical systems that connect real business tools, reduce manual work, improve operational visibility, and turn technical requirements into reliable production systems.

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.

Live production-style demo

Web3 Operations Console
Solidity · Ethereum Sepolia · PostgreSQL · Fastify · Next.js · VPS

A live, read-only operations console for verified Ethereum Sepolia split contracts. A persistent blockchain indexer converts confirmed contract events into a PostgreSQL read model, exposed through a secure Fastify API to the portfolio frontend.

The project demonstrates the complete system around smart contracts: hardened Solidity contracts, factory-based deployment, multi-round ETH distribution, checkpointed event indexing, reorg-aware data handling, Prisma/PostgreSQL, rate-limited HTTPS APIs, VPS operations, and grounded contract intelligence backed by traceable on-chain evidence.

Visitors can inspect live contract state, funding rounds, balances, indexed activity, system freshness, and Etherscan evidence without connecting a wallet or holding test ETH.

SoliditySmart ContractsEvent IndexingPostgreSQLPrismaFastify APINext.jsVPS DeploymentHTTPSSecurity Boundaries

Live architecture

The public console is powered by a production-style, independently deployed Web3 data pipeline.

1. Verified contracts emit events on Sepolia
2. A restartable, reorg-aware indexer confirms and records activity
3. PostgreSQL and Prisma provide a reliable read model
4. A read-only Fastify API exposes validated, rate-limited data over HTTPS
5. The Vercel frontend presents live state and Etherscan evidence
Read-only and human-controlled

No private key, mnemonic, signer, database credential, or RPC secret reaches the browser. This is a Sepolia testnet portfolio demonstration with no monetary value.

Open Web3 Operations ConsoleView Source CodeView Verified Factory

Shipped products & sites

Odoo AI Bridge
Odoo 15–19 · bridge modules · business data intelligence

Published bridge modules for Odoo 15 through 19 that connect supported self-hosted Odoo and Odoo.sh environments to Speak To Your Database.

The project demonstrates version-aware Odoo integration, controlled API access, database intelligence workflows, and explainable answers to operational business questions.

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.

End-to-end business systems I can build for you

I combine AI, automation, Odoo, databases, APIs, dashboards, and secure infrastructure to build complete systems around real business processes—not isolated technical prototypes.

From business problem to production

I can analyse the workflow, design the architecture, connect the required tools and data, build the application, deploy it securely, and support its operation. These capabilities are demonstrated through live products and deployed systems.

Business Intelligence & AI Systems

AI assistants, explainable business answers, reporting dashboards, document workflows, structured outputs, and database-backed decision tools with practical guardrails.

Operations & System Integration

Odoo, CRM, database, API, webhook, and automation integrations that synchronize information, reduce manual work, and connect operational workflows across business tools.

Secure Production Delivery

Backend services, databases, VPS deployment, Docker, Nginx, HTTPS, access controls, monitoring, and practical security boundaries designed for reliable operation.

Earlier / Hobby Project

Outside of my professional AI, automation, Odoo, data, and Web3 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 has a manual process, disconnected tools, difficult-to-use business data, or a system that needs to become more reliable, I can design and build an end-to-end solution—from workflow analysis and architecture through implementation, integration, security, and production deployment.