Data Engineering
Artificial Intelligence
Cloud Computing
Linux/Debian
Python, C/C++, Java and Scala
Data Engineering
Artificial Intelligence
Cloud Computing
Linux/Debian
Python, C/C++, Java and Scala
Hi 👋, I'm Ahmet Furkan DEMIR. I graduated from Necmettin Erbakan University Computer Engineering. I am developing myself in Artificial Intelligence, Data Engineering and DevOps.
Mentoring-Consultancy: superpeer.com/ahmetfurkandemir
2023 August - 2023 December | Data Engineer Intern
Kubernetes CI/CD, Ldap, Apache Hive, Trino, MinIO and Apache Superset
Kubernetes (Minikube, Kubeadm, Kubectl, Docker registry, Harbor and Helm)
Apache Kafka, Hadoop HDFS, Apache Spark, Apache Druid, Apache Airflow, Apache Hive and Apache Flink
Python, Scala, Docker, FastAPI, Flask and ETL Processes
TEXINSIGHT/Newky, AI-based photo and video analyzing mobile apps and a platform to increase the productivity of companies. Istanbul/Turkey
My Skills I Use:
- Python
- Tensorflow, PyTorch
- Docker
- PyQt5
- Django, Flask, FastAPI, WebSockets
- Google Remote Procedure Call (gRPC)
- AWS (Lambda, S3, RDS, Serverless and EC2)
- Liveness Detection
- CloudFlare API and Domain configuration
- License management automation for companies
- Building an architecture and managing the DevOps process with Docker Swarm
- AI model building with TensorFlow Lite and deploying to Android devices with Flutter.
SoftForRange website. It is a formation that we have created to meet the software needs of businesses and companies in all provinces in Turkey, especially in Konya.
My Skills I Use:
- Python (Flask, FastAPI)
- Java (Spring)
- Web Scraping (BeautifulSoup, Selenium)
- JavaScript (jQuery)
- Html
- Css
- Oracle Cloud (Compute Services)
- AWS (EC2, S3, SageMaker, MSK, Lambda, Api Gateway, DynamoDB and RDS)
- Ubuntu Server
- PostgreSQL
- Microsoft SQL Server
- WordPress
Sheffield, England, United Kingdom
My Skills I Use:
- Tensorflow
- PyTorch
- OpenCV
- Natural Language Processing
- AI (Emotion Detection)
- AI (Determination of positive and negative in sentences)
My Skills I Use:
- Linux (Ubuntu)
- PostgreSQL
- Microsoft SQL Server
- Python
- Flask-Web (Business tracking automation-CRM)
- Flask-API
- Google Tesseract OCR
- Java (RestAPI, Apache Kafka, Spring)
- Docker (Apache Kafka, Confluent, Debezium)
Project 0 : Automatic and high-accuracy recording to the system by extracting information from the business card. The project was built with Python Flask-API, Google Tesseract OCR and Regex. Link
Project 1 : Work and task distribution application with CRM automation within the company. The project was created with Python-Flask, Html, Css, JavaScript and PostgreSQL database. Link
Project 2 : Customer integration with Java Spring, Confluent and Kafka. Link
brAIn team is a team of young physicians and engineers operating in the field of Artificial Intelligence in Health.
My Skills I Use:
- Artificial Intelligence
- Data Science
- Machine Learning
- Deep Learning
- Image Processing
- Data Preprocessing
- Object Detection
- Tensorflow
- PyTorch
- OpenCV
- Yolo v5 object detection architecture
- TensorFlow Object Detection API
- GPU/Nvidia Cuda
Blockchain and AI developer
My Skills I Use:
- BlockChain
- Solidity
- Smart Contract
- Artificial Intelligence
- Data Engineering
- Data Science
- Machine Learning
- Deep Learning
MOVE ON website. A company in Istanbul technopark where I did my summer internship.
My Skills I Use:
- Deep Learning
- Machine Learning
- Image Processing
- Computer Vision
- Object Detection APIs
- Yolo object detection architecture
- TensorFlow Object Detection API
- Pose Estimation
- Amazon Web Services
- Qt UI Design
My presentation on how Flask applications can be deployed over the AWS Elastic Compute Cloud (EC2) service. Link
My work on Pose Estimation and my Medium article. Link
I did a workshop called "Getting Started with AI on Jetson Nano" for other interns. Link
Website I made to distribute TensorFlow 2 Object Detection API models with Python-Flask. Link
Application developed with TensorFlow 2 Object Detection API to detect and censor unwanted, immoral images. Link
During the internship, we tried to develop an autonomous drone project.
My Skills I Use:
- Google Colab
- Microsoft Azure
- Python Ray Machine Learning framework
- Deep Reinforcement Learning
- Double Deep Q Networks Algorithm
- Path Planning
- Carla Simulator
- Unreal Engine 4
Our Path Planning presentation prepared by the team. Link
My presentation of the Carla simulator for autonomous vehicles. Link
TensorBoard online. Link
Creating an interfaced environment on Google Colab and running the Carla simulator on this interface. Link
I became an ambassador to teach and introduce NVIDIA technologies and AI to university students. Link
My Skills I Use:
- Deep Learning
- Machine Learning
- NVIDIA NGC (NVIDIA GPU Cloud)
- Docker
- NVIDIA Transfer Learning Toolkit 3.0
- Python
- C++
- Cuda
Within the Jetson AI Specialist program, I forwarded my projects and codes that I wrote with Jetson Nano to NVIDIA. Later, I was awarded the Jetson AI Specialist title and certification. I became an Ambassador to introduce and teach Jetson and Artificial Intelligence to more people. Link0, Link1, Link2, Link3
My Skills I Use:
- NVIDIA Jetson Nano
- Python
- Deep Learning
- Machine Learning
- Image Processing
- Image Classification
- Robotic Coding
My company that I founded to work in the field of AI.
My Skills I Use:
- Python
- Java
- C/C++
- Keras
- Tensorflow
- PyTorch
- OpenCV
- MediaPipe
- AI
- Machine Learning
- Deep Learning
- Data Science
- Data Engineering
- Natural Language Processing
Miuul, Data Scientist Bootcamp Full Scholarship
My Skills I Use: Data Analysis, Data Visualization, Data Engineering, CRM, SQL
I became an ambassador with the aim of disseminating teaching Huawei technologies to university students. Link
To provide support to the instructor giving the course and to help students by answering their problems.
Deep Learning Türkiye AI Talent Programme within the make projects with our friends, we make presentations on various topics to the group.
Presentation 1 (Keras)
Presentation 2 (TensorFlow Object Detection API)
I participated in a unique program at Turcell for 1 week. The work we have done within this program; Virtual tour in Turkcell Plaza, Turkcell Academy trainings in cooperation with MIT, Workshops and award-winning project competitions and meetings with Turkcell Senior Management team.
The promotional video of my Charming project, which I developed as part of the Turkcell unlimited talent program! : Link
Bachelor's Degree in Computer Engineering - GPA: 3.46/4