Parsa Esfahanian

Backend DeveloperMachine Learning Researcher

About


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Hi, I'm Parsa Esfahanian!

I have a Bachelor of Science in Applied Mathematics and a Master of Science in Computer Science.

I spent 5 years as a Machine Learning Researcher focusing on Medical Imaging at the High-Performance Computing (HPC) laboratory of the Department of Computer Science, Institute for Research in Fundamental Sciences (IPM).

I am also a Backend Developer working with This tech stack.

I play the Electric Guitar and Piano in my free time.

Experience


Senior Backend Developer

Tehran, Iran

Full-Time

 | 

On-Site

March 2023 - April 2024

Data Consultant

Tehran, Iran

Contract

 | 

Remote

August 2023 - March 2024

Senior Backend Developer

Tehran, Iran

Full-Time

 | 

On-Site

September 2021 - March 2023

Backend Developer

Tehran, Iran

Full-Time

 | 

On-Site

December 2020 - September 2021

Computer Vision Engineer

Tehran, Iran

Part-Time

 | 

On-Site

September 2019 - March 2020

Network Engineer

Tehran, Iran

June 2017 - August 2017

Machine Learning Researcher

Tehran, Iran

March 2018 - March 2023

Researcher

Vancouver, Canada

Internship

 | 

Remote

September 2019 - October 2020

Tech


linux
git
go
python
javascript
typescript
html5
css
postgresql
mongodb
elasticsearch
kibana
neo4j
redis
rabbitmq
minio
django
fastapi
pytorch
tensorflow
opencv
numpy
pandas
jupyter
docker
nginx
nodejs
nextjs
socketio
graphql
react
tailwind

Publications


MeDerm: Deep Learning Framework for Automated Screening of Melanoma from Dermoscopic Images

Deep Learning Framework for Prediction of Infection Severity of COVID-19

ai-corona: Radiologist-Assistant Deep Learning Framework for COVID-19 Diagnosis in Chest CT Scans

Skin Lesion Diagnosis Using Ensemble Deep Learning Models

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm

SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks

Honors & Awards


Lecturer

Loop Academy AI for Medical Image Diagnosis Course

 | 

2019

Best Paper Award

Artificial Intelligence in Medical Imaging 2019 Conference

 | 

2019

Lecturer

10th IPM-HPC Workshop on Multi-core Systems and Parallel Platforms

 | 

2019

Certifications


9th IPM-HPC Workshop on Multi-core Systems and Graphic Processors

Summer 2019

The Sharif Spring School on AI: Philosophy, Ethics & Society

Spring 2019

IPM Advanced Data Science Summer School (ADS)

Summer 2018

University of Tehran Deep Learning Summer School (UTDLSS)

Summer 2018

IPM Elementary Data Science Summer School (EDS3)

Summer 2018

7th IPM-HPC Workshop on Multi-core Systems and GPU and It's Application in HPC

Winter 2017