Open to Internship & Job Offers

Mahmut EfeTürkol

Jr. Backend Developer · AI & LLM Integration

4th-year Computer Engineering student at İnönü University. I work on backend development and AI/LLM systems.

6+

Projects

15+

Technologies

10+

GitHub Repos

01 — About

I work on backenddevelopment andAI/LLM systems.

I'm a 4th-year Computer Engineering student at İnönü University, working on backend development and AI/LLM systems. Throughout university, I took an active role in leading the IEEE and Google Developer Student Clubs communities, gaining hands-on leadership experience along the way. I keep growing in enterprise software development and cloud technologies, staying open to new tools and technologies.

02 — Experience

  1. July - August 2026

    Yeşilyurt Municipality — Software Intern

    Working as a software intern in the IT Department of Yeşilyurt Municipality (Malatya). Focusing on backend development and system integration.

  2. June — July 2026

    Microsoft Cloud Summer School — Software & AI Intern

    Built a RAG assistant for BDDK compliance documents using Phi-3.5 Mini, Foundry Local, and PostgreSQL; implemented the full pipeline end-to-end: document chunking, embedding, retrieval, and response generation.

  3. July 2025 — April 2026

    IEEE İnönü — Co-Lead & Supervisory Board Chair

    Led technical event planning and internal team coordination; owned member development processes.

  4. August 2024 — July 2025

    Google Developers Student Club — Co-Lead

    Contributed to the planning and execution of workshops and hackathons; took part in forming and coordinating project groups.

  5. August 2023 — August 2024

    Google Developers Student Club — Core Team Member

    Took part in event organization and technical content creation.

  6. 2023

    İnönü University

    Started my Computer Engineering degree.

03 — Projects

Projects

01Completed

BDDK RAG System

BDDK RAG System önizleme

Fully offline BDDK & KVKK regulatory Q&A assistant built during Microsoft Cloud Summer School 2026. A RAG system running on Phi-3.5 Mini (Microsoft Foundry Local) with a custom embedding model fine-tuned for this project; every answer is shown with its source document and similarity score. FastAPI + React.

PythonRAGLLMFastAPIReact
02Academic Research

Pan-Cancer Classification

A Random Forest classifier built on a pan-cancer RNA-Seq dataset with 801 samples, 20,531 genes, and 5 cancer types. SHAP-based explainability added; the model achieved ~99.4% accuracy.

Pythonscikit-learnRandom ForestSHAP
Source code is private
03Live on the App Store

İnşirah

İnşirah önizleme

An iOS app bringing together prayer times, supplications, Quran, and a dhikr counter. Published on the App Store; ad-supported and completely free.

React NativeExpoTypeScript
04Live

Gezio

Gezio önizleme

A personalized Turkey travel planner featuring custom route planning and interactive map integration. The web version is complete; a mobile version is in development.

ReactTypeScriptSupabaseLeaflet
05Completed

FarmaIQ

An NLP project detecting adverse drug reactions from Turkish social media data. A BERTurk model was fine-tuned for classification.

PythonBERTurkNLPFine-tuning
06Live

Portfolio

The site you're currently on. A personal portfolio built with Next.js — bilingual (TR/EN), featuring a Three.js particle background and GSAP animations. Deployed on Vercel with SEO, security headers, and accessibility in mind.

Next.jsTypeScriptThree.jsGSAP

04 — Skills

Languages

  • Python
  • Java
  • Kotlin
  • TypeScript

AI / LLM

  • RAG
  • scikit-learn

Frontend

  • JavaScript
  • React
  • HTML
  • CSS
  • React Native / Expo

Backend

  • Node.js
  • REST API

Database

  • PostgreSQL
  • Supabase

Tools

  • Git
  • Vercel
  • Microsoft Azure

05 — Contact

Get InTouch

Feel free to email me about internships and entry-level opportunities — or just to say hi. I'll get back to you as soon as I can.

GitHub ↗LinkedIn ↗