Semion Sidorenko
Mentor
(9 reviews)
US$45.00
For every 15 mins
16
Sessions/Jobs
ABOUT ME
Python, Data Science, Deep Learning
Python, Data Science, Deep Learning
I've been writing software for almost 12 years, mostly Python apps to solve problems in Healthcare, Retail, and Recruiting. As well as being a python code mentor, my main area of expertise is backend web development. I'm also at ease with various data-related topics including machine learning, deep learning, and computer vision.
French, English
Bern (+02:00)
Joined March 2014
EXPERTISE
12 years experience
Python is my go-to language for most of my work, I've been using it for a lot of different things, ranging from deployment scripts to ana...
Python is my go-to language for most of my work, I've been using it for a lot of different things, ranging from deployment scripts to analytics computation to back-end web-development.
2 years experience
Various experiences in the fields of machine learning including computer vision with deep learning.
Various experiences in the fields of machine learning including computer vision with deep learning.
6 years experience
Various experiences in academic and professional settings.
Various experiences in academic and professional settings.
2 years experience
Solid experience developing Django applications in professional settings.
Solid experience developing Django applications in professional settings.
4 years experience
Solid background, including a lot of experience with Backbone.js and jQuery.
Solid background, including a lot of experience with Backbone.js and jQuery.
2 years experience
I've been using Pytorch for all my machine-learning related projects for the past two years.
I've been using Pytorch for all my machine-learning related projects for the past two years.
2 years experience
REVIEWS FROM CLIENTS
(9 reviews)
Dan Abromson
February 2015
Semion was very helpful in helping with project design decisions and putting me on the right path.
Gonzalo
November 2014
Semion was very quick in spotting my issues and providing a quick solution to our problem. I will definitely work with him again.
Rob
November 2014
Was very professional! Quickly found the problems in my code and even offered advice for better programming. He was able to refer me to a great tutorial on a subject that he was not familiar with. 2 thumbs up!
Max Nelson
April 2014
Amazing mentor, he is an expert at Javascript and Python and is good at explaining. He quickly identified the best possible route to accomplish my desired functionality and then proceeded to type the code flawlessly. The issue was resolved in less time than expected and with minimal bugs /typos. And it works exactly the way I wanted it to. Very satisfied with his work! Cannot recommend him enough!
EMPLOYMENTS
PhD Student
Laboratory for the History of Science and Technology, EPFL
2021-08-01-Present
PhD thesis combining ethnography and critical data studies in order to study data practices in public administrations.
PhD thesis combining ethnography and critical data studies in order to study data practices in public administrations.
Data Science
Data Science
Teaching Assistant
dhCenter, EPFL
2020-06-01-2022-06-01
Teaching assistant for the course HUM-485 "Critical Data Studies". Gave a crash course in Python and Pandas.
Teaching assistant for the course HUM-485 "Critical Data Studies". Gave a crash course in Python and Pandas.
Python
Pandas
Python
Pandas
Data+Software Project Manager
Direction Générale de la Santé, canton de Vaud
2020-11-01-2021-08-01
Project manager for the COVID-19 contact tracing center. Multiplied by ~2.5x the capacity of the contact tracing center of Canton de Vaud...
Project manager for the COVID-19 contact tracing center. Multiplied by ~2.5x the capacity of the contact tracing center of Canton de Vaud by automating data entry and implementing ETL pipelines. Built a bespoke backward tracing application used daily by over 50 operators. Scaled up the engineering team from 1 to 4 engineers. Led the development of an analytics pipeline and oversaw the implementation of new data collection processes. Responsible for IT coordination around contact tracing between stakeholders inside and outside the state administration.
Python
Django
PostgreSQL
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Python
Django
PostgreSQL
D3.js
Pandas
Docker
Grafana
InfluxDB
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