Hadi Deniz –AI-Augmented
Software Engineer
Building software with intelligence built in.
Experienced software engineer building modern web applications, AI-powered products, intelligent automation and scalable digital solutions.
Core Domains & Competencies
User-facing digital products with intelligent behavior built-in.
Software engineering meets AI
I combine 15+ years of software engineering craftsmanship with modern AI technologies to build software that is not only functional, but increasingly intelligent, automated and adaptable.
Software Engineering
Modern web applications, robust APIs, resilient microservices, and scalable architectures rooted in 15+ years of production experience.
AI Engineering
Practical AI-powered applications, LLM orchestration, multi-agent frameworks, structured outputs, and human-in-the-loop workflows.
Intelligent Automation
Bridging siloed business systems, orchestrating API data flows, and turning complex manual operations into high-velocity automated pipelines.
What I build
From enterprise e-commerce platforms to autonomous multi-agent systems — engineered with precision, scalability, and measurable business impact.
AI-Powered Applications
Intelligence built into software
Applications that leverage LLMs and neural architectures to solve real-world problems with structured outputs, context grounding, and predictive features.
AI Agents
Autonomous & semi-autonomous actors
Autonomous and task-directed agent swarms that reason, invoke external tools, query databases, and execute multi-step operations reliably.
Intelligent Automation
Connecting business logic & models
Automated workflows connecting heterogeneous APIs, enterprise business systems, and AI models to eliminate operational drag.
Modern Web Applications
High performance & craft
High-performance, accessible web applications built with React, Next.js, and TypeScript, engineered for speed and crisp user experiences.
E-Commerce Solutions
Commerce platforms & integrations
Modern commerce platforms, checkout flows, and deep system integrations founded on extensive enterprise e-commerce engineering experience.
Business Tools & Portals
Internal platforms & dashboards
Custom internal tooling, executive dashboards, synchronization cockpits, and workflow applications that scale internal team velocity.
AI is not a feature.
It's part of the architecture.
True AI engineering goes far beyond pasting an API key into a prompt. It requires resilient system boundaries, deterministic schema validation, grounded context retrieval, and reliable tool execution.
How intent flows into verified action
AI Orchestration Layer
Prompt template compilation, guardrails, schema validation, and token economics.
AI Engineering Disciplines
Connecting frontier and open-weights models to enterprise software.
Coordinating multi-agent architectures with deterministic handoffs.
Safely invoking APIs, SQL queries, and system commands via schemas.
Augmenting model reasoning with dynamic proprietary knowledge.
Guaranteed JSON schema generation for safe programmatic ingestion.
Versioned system prompts, few-shot conditioning, and evaluation.
Combining deterministic logic graphs with non-deterministic reasoning.
Bridging modern AI stacks with legacy ERPs and modern cloud APIs.
Trigger-based autonomous background task execution.
Approval gates, confidence scoring, and safety fallback mechanisms.
AI Agent Lab
Simulated multi-agent orchestration architecture. Click any agent node in the swarm to inspect its execution boundaries, active tool access, and live cognitive trace.
Supervisor Agent
Role: Orchestration & PlanningCoordinates incoming tasks, decomposes complex objectives, and delegates subtasks to specialist agents.
Acts as the central cognitive router. Evaluates intent, verifies prerequisite outputs, schedules parallel agent branches, and synthesizes final deliverables.
"Analyze incoming customer complaint → Categorize severity → Delegate refund policy check & drafting response"
15+ years of building software
A continuous trajectory through modern web development, scalable e-commerce systems, API integrations, and enterprise platforms — now augmented by intelligent AI engineering.
Software Developer
·LUSINIPresentCore development for major European B2B hospitality e-commerce platform. Architecting modern frontend applications, complex third-party system integrations, personalization engines, and internal developer tooling.
- Engineered high-traffic e-commerce solutions with Shopware & Jamstack architecture
- Integrated and optimized personalization and recommendation engines (Dynamic Yield)
- Implemented omnichannel marketing automation and customer data flows (Emarsys)
- Designed and maintained unified Google Tag Manager / Analytics data layer across multiple international markets
- Created custom internal Chrome Extension to boost developer and QA team efficiency
Software Developer
·Schalk & FriendsSpecialized development in digital agency environment focusing on service cockpits, synchronization infrastructure, and food service enterprise platforms.
- Built internal Service Cockpit for real-time monitoring and administrative oversight
- Engineered data synchronization tools between heterogenous enterprise systems
- Contributed to high-profile client solutions including Transgourmet integrations
Software Developer
·Schätzl Druck & MedienDevelopment of custom automated shipping portal and enterprise e-commerce systems bridging print-on-demand production workflows with shipping carriers.
- Architected and deployed custom automated Versandportal (Shipping Portal) for high-volume automated parcel logistics
- Developed and maintained Magento e-commerce solutions
- Built resilient ERP integrations connecting shop orders with print factory floor automation
- Developed robust API connectors for carriers and tracking systems
Software Developer
·CareertrainingEngineered educational software, learning management systems, web platforms, and mobile applications for professional development.
- Developed comprehensive seminar management web application and administrative backends
- Built Edulapp: a hybrid mobile application for seminar participants and trainers
- Customized and integrated enterprise LMS platforms (ILIAS) and WordPress ecosystems
Software Developer
·SoftworxEngineered commercial business applications, ERP systems, and web-based database software for corporate clients.
- Developed full-stack PHP applications and customized database architectures
- Built custom business software modules for billing, inventory, and order management
Founder & Software Engineer
·Hadi Deniz IT-DienstleistungFounded independent software development consultancy. Designed and implemented custom web-based enterprise resource planning solutions from ground up.
- Engineered proprietary web-based ERP platform with multi-tenant architecture
- Built integrated modules: Customer Management (CRM), Employee Tracking, Project Management, and Product Catalog
- Delivered end-to-end software solutions directly solving client operational bottlenecks
Selected Projects
A transparent view of forward-looking AI prototypes and proven enterprise software systems engineered throughout my career.
AI Agent Platform
A multi-agent orchestration architecture utilizing specialized sub-agents with tool-use capabilities, persistent memory, and deterministic guardrails.
AI-Powered Business Assistant
An intelligent organizational assistant that connects corporate knowledge bases with action-oriented LLMs for instant document synthesis and automated replies.
Intelligent Workflow Automation
Event-driven automation engine connecting business APIs (CRM, ERP, Commerce) with AI reasoning steps for intelligent routing and data enrichment.
AI Web Application Platform
Modern full-stack web application blueprint optimized for AI streaming responses, low latency UI updates, and responsive client-side state.
Automated Shipping Portal
High-volume automated parcel logistics portal for printing and packaging operations, integrating carrier APIs and barcode generation.
Resource & Annual Planning Tool
Internal enterprise tool for departmental capacity forecasting, annual resource allocation, and team milestone tracking.
Analytics & Reporting Engine
Automated business intelligence and KPI reporting system with multi-format data export capabilities including custom Excel formatting.
Edulapp Seminar Platform
Comprehensive seminar management administrative backend paired with a hybrid mobile application for seminar participants and instructors.
From idea to intelligent software
A disciplined, end-to-end engineering lifecycle designed to turn complex business requirements into clean, scalable, and automated digital solutions.
Understand
Domain before Code
Understand the core business problem and user pain points before choosing technology. No premature AI hype; verify where intelligence adds real ROI.
Design
Architecture & Simplicity
Design a simple, maintainable architecture with clear boundaries between deterministic business logic, data models, and probabilistic AI layers.
Build
Modern & Resilient
Build fast using modern development workflows, clean TypeScript code, server components, and AI-assisted engineering tools.
Integrate AI
Context & Guardrails
Connect APIs, proprietary enterprise data, and AI capabilities using structured outputs, RAG, and strict evaluation metrics.
Automate
Eliminate Friction
Automate repetitive processes, testing pipelines, data synchronizations, and deployment checks so systems run reliably on autopilot.
Improve
Continuous Evolution
Measure real latency, model costs, user satisfaction, and system health to continuously iterate and refine the software product.
I don't compete with AI.
I build with it.
AI is an active, daily multiplier across my engineering workflow — from research and architecture to type-safe implementation, rigorous testing, documentation, and continuous automation.
Human Engineer
Domain insight, system judgment & architecture
AI Assistant
Accelerated prototyping & semantic refactoring
AI Agents
Autonomous execution & context retrieval
Automation
Continuous testing, CI/CD & sync pipelines
AI-Augmented Engineering
10x Velocity · Zero CompromiseHuman engineering judgment + AI capabilities = significantly better, more robust software.
Technology Cloud
A comprehensive, transparent inventory of languages, frontend frameworks, backend engines, enterprise e-commerce platforms, and active AI engineering stacks.
Languages
Frontend
Backend
Commerce & Integrations
AI & Modern Stack
Hadi Deniz
AI-Augmented Software Engineer
Augsburg, Germany
Engineer. Builder. Problem Solver.
I am a software engineer with a background in business informatics and many years of hands-on experience building web applications, scalable business systems, and high-volume e-commerce solutions.
Today, my focus is expanding this foundational experience into AI engineering — building software where AI, automation, and traditional software engineering work seamlessly together to create measurable business value.
Currently exploring
An honest, qualitative radar of what I build with today and where I am actively investing my research and engineering bandwidth.
AI-Assisted Development
ExperiencedDeeply integrated in daily engineering loop (spec writing, refactoring, test generation, review).
Next.js & Modern React
ProductionServer Components, App Router streaming, Edge middleware, and modern web vitals optimization.
LLM Applications & Tool Calling
BuildingBuilding robust applications with guaranteed JSON outputs, schema validation, and API invocation.
AI Agents & Orchestration
BuildingMulti-agent coordination, supervisor patterns, memory state management, and tool routing.
TypeScript Deep Dive
ProductionAdvanced type gymnastics, generic constraints, and strict schema validation libraries.
Intelligent AI Automation
BuildingConnecting business APIs and webhooks with autonomous AI processing layers.
RAG & Semantic Retrieval
ExploringHybrid search, chunking strategies, re-ranking algorithms, and token-efficient context compression.
Have a problem worth solving?
Whether you're looking for an experienced software engineer, an AI prototype or a smarter way to automate a process — let's talk.