Osaka, Japan • 28 • Male

Ramazan Furkan AVCI

Data Scientist at TECHNOPRO DESIGN, specializing in Python automation, cloud infrastructure, and AI/ML solutions. Master's graduate from Osaka Sangyo University with expertise in GIS and machine learning.

GitHub LinkedIn

SYSTEM_ONLINE

// Quick_Stats

TOEIC

955

/ 990

Languages

English

Japanese

Turkish

Deployment_History

TECHNOPRO DESIGN

Data Scientist

Osaka, Japan

APR 2025 – PRESENT

Python Pandas React AWS OpenSearch Linux

Achieved 80% reduction in processing time for 1M+ records using parallel VPC architecture and Python automation
Built automation scripts that accelerated manual data workflows by 50%, improving operational efficiency across teams
Enhanced conversation bot with page-level PDF referencing using OpenSearch and local LLM integration

// LLM_Experience

GenAI

RAG LM Studio GPT-4o Mini ngrok OCR Prompt Engineering Vector Search

Built a local RAG search engine for OCR-processed PDFs, using LLM to do keyword search and intelligent document finding
Developed a local GenAI chatbot platform by connecting LM Studio with ngrok, built a chat app and used it to demonstrate LLM capabilities to new graduates
Improved product category accuracy assignment by 40% using GPT-4o Mini and created new scripts for more detailed labeling of inventory data

GAINHIVE

Co-founder & Technical Lead

Remote

2021 – 2023

Unity C# Web3 Node.js Firebase

Created web portal and administrative dashboard using modern frameworks, reducing administrative overhead by 50%+
Led development team for Web3 mobile game built on Unity, overseeing product lifecycle from concept to alpha release
Produced 3D/2D assets and presentation materials, establishing brand identity for user acquisition and venture capital

FREELANCE PROJECTS

Full-Stack Developer & Consultant

Remote

2018 – 2025

Python React Firebase Cloud

Built salary tracking, inventory management, and transaction systems for manufacturing facility, reducing manual labor by 50%+
Migrated business operations from on-premise PC to cloud infrastructure, enabling multi-device access across organization
Provided technical consulting on blockchain integration, cloud infrastructure, and web development for digital transformation

Featured_Projects

Habit Tracker

A comprehensive diary and habit tracking application featuring daily journaling, yearly habit visualization, streak tracking, and mood analytics. Built with React and Firebase for real-time synchronization across devices.

React Firebase Vite

Features:

• Daily habit tracking with streaks
• Yearly visualization & analytics
• Mood tracking & journaling
• Cloud sync across devices

LIVE SITE

Factory Manager

Enterprise-grade management system for manufacturing operations. Comprehensive solution for inventory control, order processing, customer relationship management, and employee administration. Reduced manual workload by 50%.

Python React Firebase Cloud

Modules:

• Real-time stock management
• Order tracking & fulfillment
• Customer database & CRM
• Employee management portal

LIVE SITE

Junwa Sustain

Full-stack development of corporate website and integrated event management system for junwasustain.site. Dual-purpose platform serving both as company presentation and event coordination tool with real-time updates.

React Node.js Firebase Tailwind

Capabilities:

• Corporate website & portfolio
• Event creation & management
• Registration & attendance tracking
• Admin dashboard with analytics

LIVE SITE

~/ technical_stack

Python

PRIMARY

JavaScript

FULL-STACK

React

FRONTEND

Tailwind

CSS

AWS

CLOUD

Firebase

BACKEND

Pandas

DATA

GIS

GEOSPATIAL

Academic_Record

Master of Science

Osaka Sangyo University

Information Systems

2023 – 2025

Thesis: Geospatial analysis of 4 major Japanese cities to predict optimal railway station locations using GIS, Python, and Random Forest machine learning

Role: Teaching Assistant (Python, Computer Science Basics)

Bachelor of Science

Duzce University

Mechatronics Engineering

2015 – 2020

2019: Exchange Program - Osaka Sangyo University, Japan

2017: Exchange Program - Lublin Univ. of Tech., Poland (Computer Science)

2016: Exchange Program - Lodz Univ. of Tech., Poland (Mechanical Eng.)

Achievements

March 2025

TOEIC: 955

English Proficiency

Scholarship

Rotary Yoneyama

Competitive scholarship for international students

Scholarship

Erasmus+ (×2)

Academic excellence in Europe

Personal_Interests

Airsoft

Tactical Combat Sport

Primary: HK416 Tokyo Marui with 8x scope for precision targeting

Loadout: Turkish Gendarmerie Commando outfit for authentic tactical operations

Archery

Traditional Marksmanship

Journey: Passionate about archery since high school, developed skills over years

Craftsmanship: Built my own bow and arrows, combining engineering with traditional craft

Reading

Epic Fantasy Literature

Current Read: The Stormlight Archive - Oathbringer by Brandon Sanderson

Genre: Deep love for epic fantasy series with rich world-building and complex magic systems

Gaming

Strategic Warfare

Currently Playing: Europa Universalis V - conquering nations and shaping history

Passion: Grand strategy games - tactical depth, historical simulation, and long-term planning