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SIYAKS-ARES/README.md

Hello, I'm Mehmet Said Hüseyinoğlu

Software Engineer | AI & Data Science Specialist

Profile Views

About Me

  • Software Engineering student at Fırat University (GPA: 3.06)
  • Studied Neural Networks at Czestochowa University of Technology with Erasmus+ Program
  • Former Team Leader at GLOBALPROJOB LTD, managing 11 engineers in AI-powered SaaS development
  • Conducting high-tech R&D within TÜBİTAK 1001 & 2209-A projects
  • Leading Computer Vision Development Team for Teknofest and international competitions
  • R&D Committee Leader at Teknofest Club, Fırat University
  • Organizer of Fırat University's first Datathon
  • Alumnus of OUA and Yapay Zeka ve Teknoloji Akademisi
  • Reach me at: msaidhuseyinoglu@gmail.com

Professional Experience

Team Leader (AI & LLM Projects) | GLOBALPROJOB LTD, Manchester
June 2024 – January 2025 (Part-time, Remote)

  • Led technical team of 11 engineers in developing AI-powered SaaS products using Agile methodologies
  • Architected backend systems with Docker containerization and optimized AI pipelines for scalability
  • Orchestrated autonomous AI Agents and LLM integrations for enterprise automation

Computer Vision & Deep Learning Intern | NeviTech, Istanbul
July 2024 – September 2024 (Remote)

  • Developed real-time Turkish Sign Language translation system using Transformer-based Deep Learning
  • Engineered comprehensive data pipeline with Selenium web scrapers and benchmark datasets
  • Integrated LLM-based models with RAG for natural context-aware translations

Featured Projects

CODA – Transformer-Based Turkish Sign Language Recognition
Transformer architecture for real-time sign language translation using PyTorch, MediaPipe, and LLM integration with RAG workflows

SMARTDOC INSIGHT – AI-Powered Document Analysis Platform
Full-stack LLM-based PDF analysis system with Flask, MongoDB, and RAG (LangChain, Ollama, OpenAI, Gemini)

TÜBİTAK 2209-A – AI-Powered Skin Cancer Detection
Ultra-Hybrid Attention Network ensemble model achieving 0.968 AUC, integrated with Clinical Decision Support System using RAG-based LLMs

OPERION – Next-Gen Commercial Automation System
Comprehensive ERP/CRM system built with .NET 10, C#, and Google Gemini AI featuring RAG architecture for intelligent business insights

OKUR RADARI – Book Tracking & Recommendation Platform
Data analysis platform visualizing personal reading statistics using Kaggle & Jupyter

RUTİN App – Habit & Routine Tracker
Mobile app for managing routines and habits (Flutter, Firebase)

Awareness Platform Against Domestic Violence
Web-based platform for information and support using Node.js, Bootstrap, and JavaScript


Certifications

  • Google Advanced Data Analytics Professional Certificate – Coursera [2024]
  • Advanced Generative AI for Developers – Google Cloud Skills [2024]
  • Graduation Certificate – Yapay Zeka ve Teknoloji Akademisi [2024]
  • Huawei Cloud Developer: HCCDA-AI, HCCDA-Tech Essentials – Huawei
  • Functional Programming with Python – Udemy [2024]
  • Flutter App Development – Oyun ve Uygulama Akademisi [2023]
  • Unity Game Development – Oyun ve Uygulama Akademisi [2023]
  • Google Project Management Certificate – Coursera [2023]

Tech Stack

Languages: Python, C#, JavaScript
AI/ML: PyTorch, TensorFlow, Transformers, LangChain, RAG, LLM Integration
Backend: Flask, .NET, REST APIs, Docker
Databases: MongoDB, SQLite, Neo4j
Computer Vision: OpenCV, MediaPipe
Tools: Git, Selenium, Entity Framework Core


Currently Learning

  • Advanced LLM Architectures & Fine-tuning
  • Scalable AI Pipeline Development
  • Clean Architecture & Design Patterns
  • Enterprise SaaS Solutions

Contribution Snake

Snake animation

Let's Connect


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  1. smart-doc-insight smart-doc-insight Public

    AI destekli PDF sorgulama aracı. Ollama, LM Studio ve API'lar kullanarak PDF belgelerinizden doğal dille anında bilgi edinin.

    HTML

  2. readers-radar-project readers-radar-project Public

    Python Big Data Analysis Project

    Jupyter Notebook

  3. codegen-assistant codegen-assistant Public

    HTML

  4. staj-basvuru-otomasyonu staj-basvuru-otomasyonu Public

    Staj başvuru sürecini otomatikleştiren Python projesi. CSV'den şirket bilgilerini okuyarak LLM destekli veya sabit şablonla kişiselleştirilmiş e-postalar gönderir. Üniversite öğrencileri için toplu…

    Python

  5. siddete-karsi-farkindalik-platformu siddete-karsi-farkindalik-platformu Public

    Here we've tried to create a project that contains some design patterns, architectures and databases

    HTML