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continue on the path in the light of science
:electron:
continue on the path in the light of science

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MerveSevim44/README.md

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β•‘   Computer Engineering Β· Kocaeli University Β· 3rd Year  β•‘
β•‘          Building AI Β· Evaluating AI Β· Breaking AI       β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

Typing SVG


🎯 Current Focus

primary:
  - RAG Systems & LangChain
  - LLM Evaluation (EvalOps)
  - Red Teaming (RedOps)
  - Prompt Injection Research

active:
  - HackAPrompt 2.0 participant
  - Academic prompt injection research
  - Multimodal AI development

πŸ“ Now

studying:
  - EvalOps & RedOps methodologies
  - Evidently AI β€” RAG evaluation
  - LangChain advanced patterns
  - Adversarial LLM testing

location: Kocaeli / Δ°stanbul πŸ‡ΉπŸ‡·

πŸ”¬ Projects

✨ Current β€” LLM & AI Systems

🧠 Academic Memory Assistant

Multimodal RAG System

  • πŸŽ™οΈ Audio input via Distil-Whisper
  • πŸ“„ PDF + image processing
  • πŸ”— LangChain end-to-end pipeline
  • πŸ—„οΈ ChromaDB vector store + metadata filtering
  • πŸ–₯️ Streamlit web interface

Python LangChain ChromaDB Streamlit

β†’ View Repository

πŸ’š Minoa β€” Health Tracking App

AI-Powered Mobile Application

  • πŸ“± Cross-platform: Android / iOS / Web
  • πŸ” Firebase Auth + Realtime Database
  • πŸ€– AI-powered personal health coach
  • πŸ“Š FL Chart data visualization
  • 🎨 Glassmorphism UI design

Flutter Dart Firebase Provider

β†’ View Repository


πŸ—‚οΈ Previous Work

🦷 Dental Caries Detection

Medical AI Β· Computer Vision

  • U-Net segmentation architecture
  • 70% Dice Score achieved
  • Medical image preprocessing pipeline

TensorFlow Keras OpenCV

πŸ“ LSTM Text Generation

Deep Learning Β· NLP

  • Trained on 2.7M+ character Tolstoy dataset
  • Embedding + BiLSTM architecture
  • Character-level generation model
  • Deployed with Streamlit

Python Keras Streamlit

πŸ€– ML Projects Suite

5 Projects Β· CRISP-DM

  • Classification & Regression
  • Clustering & Association Rules
  • Anomaly Detection
  • AutoML + hyperparameter optimization

scikit-learn Pandas KNIME


πŸ›‘οΈ LLM Security & Evaluation

Area What I do
πŸ” EvalOps Systematic LLM performance measurement beyond simple metrics
πŸ”΄ RedOps Adversarial testing β€” prompt injection, bias, safety gap detection
πŸ“ RAG Eval Retrieval quality, hallucination detection, metadata filtering
βš”οΈ HackAPrompt 2.0 Active research on prompt injection attack vectors
πŸ“„ Academic Research Co-authoring paper on prompt injection scenarios with faculty

πŸ› οΈ Stack

AI / LLM

LangChain ChromaDB TensorFlow Keras scikit-learn OpenCV PyTorch

Languages

Python SQL Dart JavaScript Java C C#

Tools

Streamlit Flutter Firebase Git KNIME Jupyter Linux VS Code


πŸ“Š GitHub Statistics


πŸ“š Background

Experience & Education β€” click to expand

Experience

Period Role Company
Dec 2025 – Feb 2026 Data Science & AI Intern Lotus AI
Feb 2025 – Jan 2026 Research Student β€” CV Lab KOU IPCV Lab
Jun – Jul 2025 IT Intern Sca Social
Dec 2024 – Apr 2025 DS & ML Student Miuul

Education

Period Program Institution
2023 – 2027 Computer Engineering (BSc) Kocaeli University
Oct 2025 – May 2026 AI Module β€” YΓ–K Data Analysis School Marmara University
Dec 2024 – Apr 2025 Data Science & ML Bootcamp Miuul

Highlights

  • πŸ₯‡ 1st Place β€” EstΓ©e Lauder & TOG "AdΔ±mlarΔ±nla Parla" Program (Team Category)
  • πŸ”¬ Academic research β€” prompt injection with university faculty
  • 🌱 Mentee @ BinYaprak β€” Milyon KadΔ±na Mentor Network

LinkedIn GitHub Email


Profile Views


"I build AI systems. Then I try to break them. That's how I know they work."

Pinned Loading

  1. diabetes_prediction diabetes_prediction Public

    Python

  2. final_project final_project Public

    This project is my final project from miuul

    Python

  3. Diabetes_Tracking_System Diabetes_Tracking_System Public

    C#

  4. Strategic-Card-Warfare Strategic-Card-Warfare Public

    C#