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EQuBitC18/README.md

Hi, I'm Emre Camkerten πŸ‘‹

Computer Science @ University of Vienna Β· AI / Quantum Computing / Software Engineering / Scientific Computing

Building toward a long-term goal: applying my skills in ML/AI, Quantum Computing, Scientific Computing, and Software Engineering to humanity's hardest problems - one project, one job, one paper at a time. Working through both academic research and Engineering‑driven ventures, with the patience to build real depth before reaching for scale.


πŸš€ About Me β€” Quick Facts

  • πŸŽ“ B.Sc. Computer Science student at the University of Vienna (ranked 1st in Austria, Top 100 globally - EduRank 2026)
  • 🧠 Former GenAI Software Development Intern at IBM πŸ‘‰ built RAG evaluation frameworks & code analysis tools
  • βš™οΈ Former Software Development Intern at Bosch πŸ‘‰ ML, data cleaning, tool migration
  • βš›οΈ Quantum Computing Research Intern at QWorld πŸ‘‰ quantum image encoding (QPIE, FRQI), Quantum Harris Corner Detection
  • πŸ† 3rd Place & Google DeepMind Special Recognition πŸ‘‰ AI Agent Olympics Hackathon, Milan AI Week 2026
  • πŸ‡ΉπŸ‡· TEKNOFEST Top 20 β€” Turkish NLP Scenario Category

πŸ› οΈ Tech Stack

Languages Python Java C# C++ SQL

AI / ML / Quantum TensorFlow Qiskit LangChain FastAPI Streamlit

Web & Tools React Django Docker Linux Git


🌟 Featured Projects

Project Description
OmniSynth πŸ† Full-stack multi-agent AI research platform turning collections of papers into an interactive knowledge workspace (concept graphs, per-paper wikis, gap analysis, hypotheses). 3rd Place & Google DeepMind Special Recognition at AI Agent Olympics Hackathon, Milan AI Week 2026.
RAG Testing Tool [WITHIN IBM] A synthetic-data-powered testing & evaluation framework for RAG systems, built with Langfuse, WatsonX, Ragas, Streamlit, and FastAPI. Built during IBM internship.
Quantum Harris Corner Detection Quantum realization of Harris/Sobel-based corner & edge detection using FRQI and QPIE image encoding in Qiskit, with classical post-processing.
Agentic Turkish LLM (TEKNOFEST) Multi-agent sentiment analysis system combining a fine-tuned Mistral-7B classifier with a LLaMA 3.1 8B orchestrator, trained on TÜBİTAK HPC resources.
Hello HPC Beginner-friendly tutorial and toolkit bridging classical HPC and quantum workflows, using the Qiskit 2.3 C API, Slurm, and OpenMP.
Repro Reproducibility Co-Pilot: an AI-assisted tool that turns a paper + its repo into a step-by-step, human-approved reproduction plan, executed autonomously in an isolated Docker sandbox with LLM-driven replanning on failed steps.
BenchPilot Converts a one-sentence research hypothesis into a full, literature-grounded experiment plan β€” automated novelty checks, source-grounded methodology generation, and a scientist review loop that remembers corrections across sessions.
NeurosymbolicSLM Solo research project (NeSy 2026 submission) testing whether a 7B math-specialized model with tool-integrated reasoning can match GPT-4o on GSM8K β€” a resumable, statistically rigorous experimental pipeline with a transparent write-up of where the paper's claims didn't survive peer review.
iac-26-transformers Research probe testing whether transformer models can learn meaningful latent representations of periodic orbit trajectories in the Earth-Moon system (CR3BP), benchmarked against MLP/CNN baselines.

πŸ… Certifications

  • Qiskit Global Summer School 2025 β€” Quantum Excellence
  • IBM watsonx.ai Technical Essentials Β· 2025 IBMer watsonx Challenge
  • MIT iQuHack 2025
  • DeepLearning.AI TensorFlow Developer Specialization (4 courses)

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