Skills
AI & Machine Learning:
Frameworks & Libraries:
Programming Languages:
Education
- 🎓Bachelor's Degree in Computer Engineering from Ankara University
- 📝IELTS Academic: Overall Band Score 6.5
- 🌐TÖMER English Course: Achieved B2 and C1 English Diploma
- 📚Preparatory School: Completed University English Preparatory Program
Hi 👋 I'm a Machine Learning Engineer
I am deeply passionate about artificial intelligence and committed to advancing my skills. I approach tasks with precision and stay updated on the latest advancements in AI. I strive for excellence and continuously seek self-improvement.
My focus is on AI research, particularly in deep learning model development, NLP, and large language models. I am always eager to explore new ideas and innovations, aiming to make a meaningful impact in the field.
Experience
- Worked on NLP and AI projects with expertise in models like BERT and ChatGPT, including personal information detection and fine-tuning large language models (LLMs).
- Knowledgeable in NLP, with experience spanning from foundational concepts like Naive Bayes, Markov Decision Processes, LSTM, and GRU, to advanced topics including Transformers, LLM fine-tuning, quantization, and LLM agents.
- Experienced with technologies and tools including Python, FastAPI, PostgreSQL, PyTorch, TensorFlow, and Langchain.
- Gained practical experience in chatbot design, testing, and flow management.
- Developed web applications using modern technologies such as React, Redux, TypeScript, and Ant Design.
Projects
Encoder Transformer Block
Implementation and testing of encoder transformer block. This project focuses on developing and evaluating transformer-based architectures for various NLP tasks.
- •Custom transformer implementation
- •Performance evaluation on NLP tasks
- •Modular architecture design
GPT2 FastAPI Integration
FastAPI Text Generation with Fine-Tuned GPT2 model. A robust API service that provides text generation capabilities using a custom-trained GPT2 model.
- •RESTful API implementation
- •GPT2 model fine-tuning
- •Docker containerization
LoRA Stable Diffusion
Text to Image project using Stable Diffusion, LoRA, ChatGPT, and Gradio. Creating custom book illustrations with fine-tuned models.
- •Custom model fine-tuning
- •Interactive Gradio interface
- •Integration with ChatGPT
Contextual Diet ChatBot
Diet Chatbot using Neural Networks and Recommendation System. Providing personalized diet suggestions based on user context and preferences.
- •Contextual understanding
- •Personalized recommendations
- •Neural network-based processing
Image to Text to Story Generator
An interactive web application that uses deep learning models to generate creative stories from images using Gradio interface.
- •Image to text conversion using deep learning
- •Story generation with genre selection
- •Interactive Gradio web interface
Work Experience
NOVUS
Machine Learning Engineer
August 2024 - Present
- Actively contributed to the development of agent orchestration and RAG pipelines within DOT.
- Took part in designing and implementing scalable API integrations.
- Played a key role in building robust LLM workflows using LangChain, LangGraph, and LlamaIndex.
- Focused on performance and privacy in AI system implementations.
ASELSAN
Intern
June 2024 - July 2024
- Developed a web application to analyze system logs and JSON files.
- Implemented frontend solutions using modern web technologies.
- Integrated the application with existing company systems.
CBOT
Intern
February 2024 - June 2024
- Gained experience in report preparation and chatbot testing.
- Designed conversation flows and managed intent operations.
- Contributed to chatbot development and optimization.
SMARTMIND
Intern
August 2023 - September 2023
- Developed a project for detecting personal identifiable information.
- Worked with NER-BERT model for information extraction.
- Contributed to both development and implementation phases.
Skills & Expertise
Specialized in AI and Machine Learning technologies
AI & Machine Learning
Expertise in developing and implementing advanced AI solutions, with a focus on deep learning and natural language processing.
Deep Learning Frameworks
Proficient in major deep learning frameworks and AI development platforms.
Programming
Strong foundation in programming languages and software development.
MLOps & Tools
Experience with ML operations and development tools.
Database & Cloud
Knowledge of database systems and cloud platforms.