baran.

Baran Akkanat
Research & software development

← Education & experience

Ankara University · 2020–2024

Undergraduate engineering work

Coursework from my bachelor’s degree in Electrical and Electronics Engineering, documenting early work in machine learning and system design.

Computer vision coursework

March–May 2023

Object detection using machine learning

A course project on video-frame annotation and transfer learning, discussing SSD and Faster R-CNN. The report presents a qualitative comparison; it does not establish a reproducible numerical benchmark.

LinkedIn source

Classification coursework

April–June 2023

Migraine classification using machine learning

A comparison of logistic regression and an artificial neural network on a small migraine classification dataset, with a Flask prediction interface. This is an educational modelling exercise; clinical validity and diagnostic usefulness were not established.

LinkedIn source

Conceptual review

May–July 2023

Blockchain-based electronic voting

A discussion of participants, trust, privacy and security risks in blockchain-based voting. The report reviews a proposed architecture; it does not document a deployed voting system or formal security validation.

LinkedIn source

Short engineering design note

January–February 2023

Lighting design for a billiard room

An introductory design note considering luminaire placement, materials, colour temperature and a simplified illumination calculation. It records an early coursework proposal rather than a validated installation.

LinkedIn source

LinkedIn archives reproduce the complete document pages, with searchable text. Personal identifiers have been removed. Original wording, figures and editorial limitations are retained; these copies do not imply peer review or subsequent validation.

Practical engineering experience

KIBTEK internship report