Open to opportunities

Efe Baskın

@efebaskn

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Computer Science student specializing in data science, machine learning, and LLM-based application development.

Turkey

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What I'm looking for

I seek roles where I can build and deploy ML/GenAI systems end-to-end, collaborate in product-focused teams, and continue learning in a supportive, growth-oriented environment.

I am a third-year Computer Science and Engineering student with hands-on experience building end-to-end AI systems, FastAPI deployments, and GenAI architectures such as RAG. I designed and deployed containerized AI backends, fine-tuned models for sentiment analysis, and implemented hybrid retrieval and reranking techniques to personalize user experiences.

I contributed to decision-support research using synthetic datasets, applied logistic regression, Markov models and Monte Carlo simulations, and co-founded an AI-powered startup accepted to a top incubation program. I also volunteer as an AI instructor, have software development internship experience with ASP.NET and MS SQL, and speak fluent English and intermediate German.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Optiwisdom

Worked on a decision support system for evaluating product feasibility by generating synthetic datasets with LLM few-shot prompting and applying logistic regression, Markov models, Monte Carlo simulation, and ML algorithms; published research in YBS Encyclopedia.

LLMs)Synthetic Data Generation Logistic Regression Machine Learning Python Data Analysis

Volunteer AI Instructor

Habitat Association

Taught elementary and middle school students fundamentals of AI—how models learn, perceive, and understand—simplifying complex topics to inspire interest in technology.

Curriculum Development Public Speaking Communication

Software Developer Intern

Eryaz Software

Developed ASP.NET MVC websites with admin panels using Entity Framework and MS SQL; optimized T-SQL queries, managed database migrations, and reviewed B2B project documentation to improve backend understanding.

ASP.NET MVC Entity Framework T SQL SQL Data Migration C++Backend Development Documentation Review

Artificial Intelligence Intern

Microsoft

Designed and deployed an end-to-end AI project including a FastAPI backend containerized with Docker and deployed to Google Cloud Run; implemented Hugging Face embeddings, fine-tuned DistilBERT for sentiment analysis, and built a hybrid RAG retrieval and reranking pipeline for personalized UX.

fastAPI Docker Google Cloud Run Hugging Face DistilBERT RAG Embeddings Python

Co-Founder

ÖğrenciyeDair

Co-founded a university-focused AI-powered platform accepted into BTM incubation; gained experience in startup incubation, project management, and product development.

Project Management Product Development AI Strategy Roadmapping Stakeholder Management

Education

Degrees, certifications, and relevant coursework

Bahçeşehir University

Bachelor of Science, Computer Science and Engineering

2023 -

Grade: 2.80

Activities and societies: Participated in university software club activities and startup incubation through BTM; projects include FastAPI deployments, RAG architectures, and feasibility analyses with AI.

Pursuing Bachelor of Science in Computer Science and Engineering with a focus on data science, machine learning, and LLM-based applications; current GPA 2.80.