ScrumAgent
Open-source LLM agent that assists agile teams with Scrum workflows — built with LangChain at Shikenso Analytics.
// Hello, I'm Deniz Balcı
Statistician turned engineer. I build RAG architectures
I am a statistician and software developer specializing in probabilistic modeling, modern language models, and scalable system engineering.
Having recently completed my MSc in Statistics at Eskişehir Technical University, my work bridges the gap between rigorous mathematical theory and production-ready AI architectures.
Unlike traditional statisticians, I engineer end-to-end, multi-tenant software systems — from custom simulation algorithms to research on RAG architectures. My core stack is Python, Go and FastAPI, with containerized orchestration using Docker and Caddy.
Partnering with businesses, startups and research teams to design, build and scale custom software — backend architecture, AI integration and multi-tenant platforms.
Founding developer; led the architecture of the company's insurance product suites, built infrastructure on cloud and Raspberry Pi, integrated sentiment analysis and LLM chatbots, and managed a team of 3.
Frankfurt, remote. Services for data and business analysts; image processing, backend and data science work including sentiment analysis and chatbots. Contributor to ScrumAgent.
Web services for Android TVs and IoT devices via ADB, digital signage modules, and a Python-based VoIP telephony management system.
Python / Docker microservices, Elm front-ends for web games, a cross-platform Cordova map app with an operational-research problem, and Unity3D applications.
Open-source LLM agent that assists agile teams with Scrum workflows — built with LangChain at Shikenso Analytics.
Face recognition and facial attribute analysis served as a REST API, wrapping DeepFace behind FastAPI.
Cross-platform GPS map application built with Apache Cordova, tackling an operational-research routing problem.
Multi-tenant insurance platform with internal tools for agents, sentiment analysis and LLM-powered chatbots, deployed on cloud and Raspberry Pi.
Python telephony management for IoT and Android TV environments — FastAPI services with ADB for device integration and remote call control.
MSc research on retrieval-augmented generation and probabilistic modeling — bridging statistical theory with LLM systems.
Open to consulting, research collaborations and backend / AI engineering work. Drop me a message and I'll get back to you.