ENGLISH

IELTS Academic (Date: 10/2022)

Listening	7.0
Reading	6.5
Writing	6.0
Speaking	6.0

Overall	6.5
RESULT

Personal Characteristics

Patient

Determined

Result-oriented

Self-motivated

Detail-oriented

Publications

Understanding Hypothesis Testing (paired sample t-test) (Link)

Educational Instructions to Upload Data From Excel to SQL (Link)

Explanation of Monty Hall Problem (Link)

The Life Approach

To continue to do things at the point where everyone gives up.

Dividing the success into 2 parts as first is our achievements that we have already reached and another is the thing that we have learned from our unsuccessful attempts.

Hobbies

Playing Instrument: Playing bass guitar mainly. Moreover, I played in different events with band mostly at high school and took part in music competitions called "Vodafone Freezone" 2 times, when I was at high school.
Additionally, I can play other guitar types as well as some rhythms on drum.

ABOUT ME

During BSc in Mechanical Engineering, I studied at different universities in thanks to the student exchange programmes (Farabi, and Erasmus respectively.)

I have recently graduated from MSc in Data Science at the University of Sussex. I worked on my dissertation related to Social Media Data Analysis of Cryptocurrency Markets by using several LLM models for sentiment analysis, and LSTM for price forecasting.

Up to now, I think I can learn anything that I am interested in by myself. Moreover, I really love to improve my skills constantly and like to deal with tasks on computer by using various tools.

In my leisure time, I am keen on playing guitar. Also, I took part in some events and competitions, when I was at high school.

More About Me

EDUCATION


Master	University of Sussex-Data Science (Brighton-United Kingdom \| 09/2023 - 09/2024) GRADE: 69% [2:1 (Upper Second-Class Honours)]
Bachelor	Silesian University of Technology-Mechanical Engineering (Erasmus Student Exchange Programme) (Gliwice-POLAND \| 09/2019 - 02/2020)
Bachelor	Yıldız Technical University-Mechanical Engineering (Farabi Student Exchange Programme) (İstanbul \| 09/2018 - 06/2019) GPA: 3.27 out of 4
Bachelor	Bursa Uludag University-Mechanical Engineering (Bursa \| 09/2015 - 01/2022) GPA:3.36 out of 4
Highschool	Hasan Türek Anatolian Highschool (Manisa \| 09/2011 - 06/2015) GRADE: 79.29%
Academic Achievements	2017/2018 Spring Term; being in the first 10% (High Honor Student) 2017/2018 Fall Term; being in the first 10% (Honor Student) 2016/2017 Spring Term; being in the first 10% (Honor Student)

Master

University of Sussex-Data Science

(Brighton-United Kingdom | 09/2023 - 09/2024)

GRADE: 69% [2:1 (Upper Second-Class Honours)]

Bachelor

Silesian University of Technology-Mechanical Engineering

(Erasmus Student Exchange Programme)

(Gliwice-POLAND | 09/2019 - 02/2020)

Bachelor

Yıldız Technical University-Mechanical Engineering

(Farabi Student Exchange Programme)

(İstanbul | 09/2018 - 06/2019)

GPA: 3.27 out of 4

Bachelor

Bursa Uludag University-Mechanical Engineering

(Bursa | 09/2015 - 01/2022)

GPA:3.36 out of 4

Highschool

Hasan Türek Anatolian Highschool

(Manisa | 09/2011 - 06/2015)

GRADE: 79.29%

Academic Achievements

2017/2018 Spring Term; being in the first 10% (High Honor Student)
2017/2018 Fall Term; being in the first 10% (Honor Student)
2016/2017 Spring Term; being in the first 10% (Honor Student)

EXPERIENCE

- Participated in 5S controls in different units and gave points to 3 random units at each control according to the list regularly.
- Assisted with tagging tools and organizing arrangements.
- Assisted with AutoCAD drawings of parts used in production and created sketches of specific production areas.
- Took notes by observing specific production areas and operators to check for efficiency losses, noted action lists, and reported observations to the production manager daily.
- Attended regular meeting with a production team to brainstorm potential improvements in the production area.
- Prepared SMED forms and spaghetti diagrams, compared takt time and cycle time using bar charts, and learned about the skill matrix.
- Explored the use of OEE in a real workplace and monitored the status of operators and machine stoppages.
- Created various figures (bar, line, pie charts) based on operator, machine, and shift data by importing relevant data from Power BI to Excel.
- Did presentation about the possible future improvements at the factory to the management with a team from both my plant and another plant of the same factory.

Completing the internship in the unit of occupational health and safety.
During internship;

- Had the opportunity to observe almost all units in the factory.

- Worked mainly in the welding area to identify hazardous situations by taking notes.

COMPUTER SKILLS

Python
C++
MATLAB
Excel
SQL
Arduino
HTML & CSS
Ansys Fluent
CATIA
SolidWorks
PLC
AutoCAD
Siemens NX
3D Printer

PROJECTS

Dissertation: Social Media Data Analysis of Cryptocurrency Markets: Analyzed Reddit data to explore the impact of social media sentiment on cryptocurrency prices. Used combined Large Language Models (LLMs) for sentiment analysis and Long Short-Term Memory (LSTM) models for price forecasting, focusing on a one-month period. (Project Documents)

Predicting 3 next year’s export value of crop products by using Neural Networks on FAOSTAT data (Link)

Image processing by using methods on Matlab such as removing noise, rotating and projection, and detecting colours and shapes (Link)

NLP Propaganda detection and classification by using 2 approaches, BERT and bag-of-words (Link)

Activity prediction to the dataset of physical activity dataset (Link)

Calculating Time Complexities of Similarity Algorithms (Link)

NLP Movie reviews sentiment analysis by using both Wordlist Classifier and Naive Bayes Classifier (Link)

Creating a dashboard on Power BI (Link)

Practicing on SQL (Basic Queries, Projects)

Visualization of a dataset on kaggle (Link)

Website designing by Bootstrap (Source Code , Website)

Balancing of a ping-pong ball by PID controller on Arduino (Source Code , Video)

Final Project: Working on the controlling of the roll, pitch and yaw axes of the Quadcopter, which was designed and printed by me through SolidWorks and 3D printer respectively, in real time by using Arduino and Matlab Simulink. (Presentation Video , Project Documents)

Modelling a mechanical press model and creating graphics related to kinetic analysis after determining the links and supports by Siemens NX with other group members. (Project Document)

Gearbox design and modelling on Autodesk Inventor (Project Documents)

Designing of pressure vessel related to machinery design lecture at Silesian University of Technology (Project Documents)

Coding of PLC for automated car parking system on Panasonic software with project members from Yıldız Technical University. (Project Documents)

Modelling of “Mass-Spring-Damper” in Simulink, Simscape, Simmechanic on Matlab and implementation PID controlling of velocity and position.

2 projects related to "Computer Aided Heat Technique Calculations" by Ansys fluent:

-Examining of temperature changes in the wall of barrage by modelling 2D (Project Document)
-Examining of flow through "2-D Curved Backward-Facing Step" (Project Document)

Working on Arduino and implementation of different types of projects during pandemic:

-Balancing of ping pong ball by PID controller (Video , Source Code)
-The controlling of the electrical vehicle from mobile application by HC06 Bluetooth module
-Parking sensor by HC-SR04 and printing the distance to LCD screen
-Remote position changing of the servo motor by using NRFL2401 and joystick
-Line follower electrical vehicle by using infrared sensor