Building the next generation of products with clean architecture and practical AI.

I’m Ediz Aliç. I design and build full-stack products, developer tools, and ML-powered systems, aiming for clarity in architecture, strong foundations, and steady shipping.

View Projects Experience Tech Stack

Available for consulting Türkiye (UTC+3) Remote / On-site

Tech Stack

What I use to ship production systems.

Backend

NestJS Node.js FastAPI Prisma SQLAlchemy

Auth, RBAC, REST/JSON-RPC, background jobs, migrations, schema design.

Frontend

React

Next.js React Native Tailwind Bootstrap

Component systems, performance, mobile UI, pragmatic UX.

Data & Infra

PostgreSQL Redis Docker Nginx / Caddy Kubernetes

AWS

Deployments, reverse proxies, TLS, CI/CD, containerized workflows.

Observability

Structured Logs Error Tracking Tracing Metrics

Logging pipelines, crash capture, debugging workflows, event schemas.

ML / AI

PyTorch LangChain Embeddings RAG

Training, inference services, feature pipelines, evaluation loops.

Languages

TypeScript JavaScript

Python Go SQL

Strong typing, clean interfaces, pragmatic performance decisions.

Experience

A quick timeline about my work experiences.

Software Architect — Vitriol Academy

Sep 2024 — Present

Designed and shipped full-stack systems across product, backend, and infrastructure.
Led technical decisions around architecture, deployment, and long-term maintainability.
Built internal tooling and product foundations with a strong focus on reliability.

AI Developer — Paylisher

Feb 2025 — Sep 2025

Trained and evaluated multiple machine learning models, including PPO-based approaches.
Adapted LLM behavior using retrieval-augmented generation, fine-tuning, and workflow-level optimization.
Built practical AI features by combining experimentation, model iteration, and product integration.

Systems Consultant — Kadax Games

2023 — Present

Consulted on system design for maintainable, scalable, and production-ready game infrastructure.
Advised on accessibility, scalability, and data management strategies across core systems.
Helped shape caching and architecture decisions to improve performance and long-term reliability.

Founder — Tracewell

2022 — 2024

Built product ideas from the ground up across frontend, backend, and deployment.
Focused on reliability, developer tooling, and end-to-end product delivery.
Shaped technical direction while iterating on architecture and product scope.

Co-Founder — INEQ STUDIOS

2023 — 2024

Co-founded an indie game company and worked on multiplayer game development.
Built gameplay systems and networking features for online experiences.
Developed projects with Unity and C# before the studio was closed.

Projects

A selection of projects I’ve built over the years.

Tracewell

DevTool

Open-source observability platform under construction, designed for language-agnostic error tracking, local-first workflows, developer tooling, and a full Studio experience.

TypeScript Go React Node SQLite

Focus: language-agnostic SDK design, low-level development, resilient ingestion pipelines, CLI workflows, and searchable local history.

GitHub

Under Vitriol Academy

Acafor

Platform

Psychometrics platform for structured personality assessment with a scalable backend, strong validation layers, and ML-ready architecture.

NestJS PostgreSQL Docker Zod tRPC TypeScript PyTorch

Focus: modular test engine, validated data flows, scalable schema design, and AI-assisted analysis infrastructure.

Website

Under Vitriol Academy

Paylisher AI

AI Agent

AI product focused on practical language model workflows, combining fine-tuning, retrieval systems, and production-ready backend architecture.

TypeScript React FastAPI Go PyTorch LangChain Redis RAG LLM

Focus: fine-tuned models, retrieval pipelines, low-level AI integration, and production-oriented experimentation.

Website

Under Paylisher

Contact

Want to build something or need help shipping? Email me or reach out on LinkedIn.

edizalic@vitriolacademy.com LinkedIn GitHub