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Enterprise background

My focus today is custom Python chatbots. This page is the story behind it: 20+ years of Java and Spring Boot engineering across finance, government, industry, logistics, real estate and ERP. It's why the bots I ship are reliable, observable and maintainable — not weekend demos.

The through-line

Two decades of making systems that can't go down

REST API design, legacy modernization, JVM profiling and performance work, third-party integrations, and troubleshooting production systems that businesses depend on. That discipline is exactly what a chatbot needs once it's carrying real customer traffic.

Now · Current focus

Custom Python chatbots

Building and supporting WhatsApp, Instagram and Telegram bots for business — see the home page.

PythonFastAPIClaude / OpenAI

2021–2024 · Enterprise reporting

Keikai & spreadsheet solutions

Five years integrating Keikai into enterprise apps for custom reporting and financial analysis. Detail on the ZK & Keikai page.

KeikaiZK 10Spring Boot

Ongoing · Long-standing specialism

ZK Framework, version 3 through 10

Deep experience across every major ZK generation, custom components and phased migrations. Official ZK partner.

ZK 3–10Custom components

Since the 2000s · Foundation

Java & Spring Boot architecture

20+ years of reliable, scalable web applications: REST APIs, fixing legacy backends, integrations, and keeping production systems alive.

JavaSpring BootHibernateSQL

Enterprise expertise

What I can be hired for beyond chatbots

When a project needs deep backend work, this is the ground I've covered for two decades.

Java & Spring Boot

REST API development, microservices, Hibernate, and mission-critical enterprise backends.

Spring BootHibernateREST

Legacy modernization & performance

Safe upgrades and refactoring without disrupting users, JVM profiling and finding bottlenecks on server and UI.

JVM profilingRefactoring

Databases & integrations

MySQL, PostgreSQL/PostGIS, SQL Server and Oracle; query optimization for large datasets and third-party integrations.

PostgreSQLMySQLOracle

Selected enterprise work

Systems in production, not prototypes

Enterprise platforms I designed, built or rescued — several still running years after delivery.

FinanceAnalytics

Financial Planning & Analysis

Consolidates complex financial and operational data so organizations can generate custom reports, visualize trends and make confident decisions across business units.

Stack
Spring Boot, ZK, Keikai, AWS
Impact
Keikai integration enabled custom reporting and streamlined financial analysis
Users
Enterprise and public-sector organizations across the USA
GovernmentHigh-Load

Dynamic Public Safety

Law enforcement software built from the ground up for complex criminal justice workflows — case management, reporting and multi-agency data exchange.

Stack
Java, ZK, MySQL, Hibernate, Tomcat
Impact
Improved UI responsiveness and scalability for statewide deployments
Users
Law enforcement agencies across the USA
EnterpriseFinance

CCS — Contract Control Suite

A contract management system centralizing lease agreements, approvals, document storage and audit trails, with previews, approval workflows and fine-grained access control.

Stack
Java, ZK, SQL Server, Hibernate, Tomcat
Impact
Increased contract transparency and reduced manual errors
Scope
Multi-department enterprise usage
ERPE-commerce

Dynamic Inventory

An inventory system to track products, suppliers, purchases and sales from a single interface, with reusable UI components and optimized queries for large datasets.

Stack
Java, ZK, MySQL, Hibernate, Tomcat
Impact
Delivered real-time stock visibility across departments
IndustrialAnalytics

Energy Management & Control

Collecting, processing and visualizing energy consumption data to support management decisions, with dashboards and reporting that helped identify inefficiencies.

Stack
Java, ZK, MySQL, Hibernate, Tomcat
Impact
Helped enterprises reduce operational costs
TransportationReal-TimeGIS

Interactive Fleet Map

Real-time vehicle tracking that visualizes live locations and historical routes on an interactive map, so transport operators can monitor fleet activity as it happens.

Stack
Java, ZK, OpenLayers, PostGIS, Tomcat
Impact
Improved fleet visibility and operational control
Real EstateCRM

Real Estate Agency Management

A platform helping real estate agencies handle leads, properties, clients, appointments and reporting in a single system.

Stack
Java, ZK, MySQL, Hibernate, Tomcat
Impact
Centralized client and property management
ERPIntegration

Adempiere + Compiere ERP Integration

Integration of Adempiere WebUI with Compiere into a unified ERP solution with functionality beyond either system alone — extending ERP without replacing it.

Stack
Java, ZK, Oracle Database, JBoss
Impact
Expanded ERP functionality without a costly rewrite

Clients & partners

Companies I've worked with

Enterprise and long-term engagements.

  • PwC
  • Stratifytech
  • Dynamic Inventory

Need a bot built on this kind of foundation?

The chatbots are the focus — the enterprise experience is what makes them dependable.