About

Fırat ŞAHİN

Artificial Intelligence Engineer

DigitalWisers

I am an Artificial Intelligence Engineer with a master’s degree in Software Engineering. I am passionate about developing innovative solutions in the fields of Computer Vision and Natural Language Processing, with a particular interest in designing and researching Generative Adversarial Networks. Currently, I am working on end-to-end projects where I integrate cutting-edge AI technologies to develop smarter and more automated systems.At DigitalWisers. I am focused on developing end-to-end AI projects and building efficient data pipelines.

About this site

This website is a blog/diary/website where I share my technical articles, notes and photos.

When I built this site, I used the open source Next.js and Tailwind CSS template project, but I was also inspired by other developers who brought originality to this project and reflected my own style.

I am not a web developer, so there may be errors. I would appreciate it if you send me a message.

Experience

Artificial Intelligence Engineer @ DigitalWisers DigitalWisers logo

May 2024 - Current

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Coordinating AI requirement analysis, solution design, documentation, feasibility assessments, and end-to-end project management

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Architecting specialized or customized solutions in Natural Language Processing, Computer Vision and Large Language Models (LLM)

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Designing, training, and optimizing machine learning and deep learning models

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Implementing and maintaining APIs for AI model deployment and managing integration pipelines

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Data provisioning, building data pipelines, and designing/managing database systems

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Building, optimizing, and administering AWS cloud infrastructure

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Evaluating model performance, conducting hyperparameter tuning, and scaling solutions in distributed environments

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Conducting R&D to develop novel AI algorithms and data-driven solutions

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Projects: ApolloMiner, ApolloScan, ElysianSnap, DWS-Score

Large Language ModelsNatural Language ProcessingMachine LearningDeep LearningComputer VisionData ScrapingBig DataData AnalysisCloud Computing

Python

JavaScript

Pytorch

OpenCV

AWS

Docker

Elasticsearch

FastAPI

Selenium

Linux

Github

Jira

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Expert Artificial Intelligence Engineer @ Ordulu Technologies Ordulu Technologies logo

January 2024 - May 2024

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Designing, training, and optimizing object detection algorithms

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Accelerating AI models through advanced optimization techniques (e.g., quantization, pruning, GPU acceleration) and ensuring production readiness

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Developing and integrating image processing algorithms

Computer VisionObject DetectionObject TrackingImage Processing

Python

C++

Pytorch

Git

OpenCV

TensorRT

Onnx

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Machine Learning Researcher @ İbex Technologies İbex Technologies logo

January 2021 - July 2023

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Designing, training, optimizing, and accelerating deep learning models

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Managing and improving data collection, visualization, statistical analysis, and preprocessing workflows

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Developing and implementing image processing algorithms and computer vision model

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Testing and optimizing machine learning workflows

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Integrating AI systems into existing infrastructures

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Integrating NVIDIA developer boards (e.g., Jetson Nano, TX2)

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GPU-based programming and CUDA optimization

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Model versioning, deployment, and scaling

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Projects: Deep Vision Screener, Oncolab, Fashionscope, WindCast

Computer VisionImage ProcessingObject DetectionBig DataAnomaly DetectionTime SeriesData AnalysisGPU ProgrammingIoT

Python

C++

Tensorflow

Pytorch

OpenCV

Keras

Pandas

Numpy

FastAPI

Elasticsearch

GCP

Linux

Onnx

TensorRT

DeepStream

Jetson Nano

Raspberry Pi

Github

Jira

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Education

MSc in Software Engineering @ Fırat University

2024 -

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Faculty of Technology

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Artificial Intelligence Department

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Bachelor of Software Engineering @ Fırat University

2017 - 2021

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Faculty of Technology

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GNO:3.05

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