Light

Ilias Papastratis photo

iliasprc Goto Github PK

followers: 34.0 following: 30.0 repos: 68.0 gists: 8.0

Name: Ilias Papastratis

Type: User

Company: @The-AI-Summer

Bio: LinkedIn profile : https://www.linkedin.com/in/ilias-papastratis/ [email protected]

Location: Sparti, Greece

Blog: https://iliasprc.github.io/

Electrical Engineer & Researcher!

Hello, I'm Ilias, an experienced Machine Learning and Deep Learning Engineer with a strong background in computer vision, MLOps, and software engineering. As a machine learning engineer, I have a passion for developing intelligent systems that can learn and adapt to complex real-world challenges. With a background in both electrical engineering and computer science, I bring a unique perspective to my work that combines technical expertise with a deep understanding of machine learning algorithms and techniques.

Over the course of my career, I have worked on a variety of machine learning projects, ranging from image and video recognition to natural language processing and robotics. I am skilled in a variety of programming languages, including Python, C++ and Java and have extensive experience with deep learning frameworks such as PyTorch and TensorFlow. I am also well-versed in software engineering principles, including version control, unit testing and software design patterns.

In addition to my technical expertise, I am also committed to staying up-to-date with the latest developments in the field of machine learning. I have published several papers in scientific journals and am always eager to learn new techniques and approaches to solving complex problems.

If you're looking for a skilled and dedicated machine learning engineer to help tackle your next project, please don't hesitate to reach out!

I work on .. 💻

Programming Skills

Python
PyTorch, Tensorflow frameworks
C++/C

On the job .. 💯

Research Assistant - Visual Computing Lab ⭐

Projects

Collaborator of the MedicalZoo library

Thank you ! 🙏

Thanks for reading about me. You can connect with me on :

Ilias Papastratis's Projects

best-readme-template

An awesome README template to jumpstart your projects!

compact-transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

covidnet

PyTorch implementation of COVID-Net https://github.com/lindawangg/COVID-Net

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

cvpr21chal-slr

This repo contains the code to reproduce our results on 2021 Looking at People Large Scale Signer Independent Isolated SLR CVPR Challenge.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-interview-questions-answers

Curated list of data science interview questions and answers

deep-fakes

deep-learning-project-template

Pytorch Lightning code guideline for conferences

deepbrainseg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

differential-wheel-robot

Programming a differential wheel robot equipped with STM32 Nucleo-64 development board with STM32F334R8 MCU , ultrasonic sensor and accelerometer

dji-uwb-positioning

DJI Matrice 100 navigation

dsp-signal-processing

four-wheeled-robotic-car

Navigation of robot car using Computer Vision techniques

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gpu_docker_deployment_huggingface_summarization

Huggingface inference with GPU Docker on AWS

graph-generation

GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

guidance-sdk-ros

The official ROS package of Guidance SDK for 32/64 bit Ubuntu and XU3

hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

idpmetagenome

iliasprc

iliasprc.github.io

Personal Webpage

imputer-pytorch

Implementation of Imputer: Sequence Modelling via Imputation and Dynamic Programming in PyTorch

iseg2019

Solution to MICCAI iSeg-2019

k-means-clustering-for-imagery-analysis

metagenomics_simulation

Scripts to generate and process simulated metagenomics reads with MetaSim

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mlfromscratch

Machine Learning algorithm implementations from scratch.

ms-tcn2

MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020)

nslt

Neural Sign Language Translation (CVPR'18)

1
2
3

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.