Ido Shamun

Data Scientist

https://talent.gravityer.com/ido-shamun

Co-Founder of @dailydotdev, and open source fanatic 😇

dailydotdev

Key Strengths

Experience in Data Scientist role at dailydotdev.
Demonstrated interest in MLOps/Dockerizing ML environments through 'dockerize-your-ml-env' project.
Proficiency in JavaScript and related ecosystem (Node.js, Hapi.js, Socket.io) for various utility projects.
Exposure to cloud platforms (GCP) and related services (Pub/Sub, logging) as seen in 'gcp-letsencrypt-websockets-cluster' and 'good-gcloud' projects.
Experience with Scala and Java for message broker integration ('lagom-google-pubsub').

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards personal development and open-source contributions, indicating a proactive and self-driven individual. However, the majority of projects are heavily skewed towards JavaScript/Node.js and DevOps/infrastructure automation, with only one project ('dockerize-your-ml-env') directly related to Machine Learning environments. This suggests a potential mismatch with a pure Data Scientist role, which typically requires a deeper portfolio in statistical modeling, machine learning algorithms, and data analysis. The current role as 'Data Scientist' is noted, but without details on responsibilities or achievements, it's hard to fully assess alignment. The breadth of technologies (JavaScript, Scala, Java, Shell, Dockerfile, Jupyter Notebook) indicates adaptability.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The provided data primarily focuses on technical projects and a single current role.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

idoshamun

October 6, 2021 – Present

idoshamun — repository

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nextjs-isr-logrocket

December 30, 2020 – July 11, 2021

A demo project for my blog post

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dockerize-your-ml-env

December 25, 2019 – December 25, 2019

Live demos of my talk "Dockerize Your ML Env"

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.github

July 1, 2019 – August 23, 2023

default organization docs

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lagom-google-pubsub

January 6, 2018 – July 30, 2020

Google Pub/Sub integration for Lagom message broker API

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gcp-letsencrypt-websockets-cluster

December 19, 2016 – July 30, 2020

Automation scripts for building websockets cluster on GCP secured with Lets Encrypt certificates

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socket.io-pubsub

June 7, 2016 – April 17, 2023

Socket.io adapter for Google Pub/Sub, allowing to setup a socket.io cluster

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good-gcloud

April 25, 2016 – April 17, 2023

Google Cloud Platform logging broadcasting for Good process monitor

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hapi-alive

October 29, 2015 – April 16, 2023

Health route for your hapi.js server

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node-slack-upload

April 4, 2015 – March 4, 2023

Node module for uploading files to slack using multipart or string

View Project

Key Strengths

Experience in Data Scientist role at dailydotdev.
Demonstrated interest in MLOps/Dockerizing ML environments through 'dockerize-your-ml-env' project.
Proficiency in JavaScript and related ecosystem (Node.js, Hapi.js, Socket.io) for various utility projects.
Exposure to cloud platforms (GCP) and related services (Pub/Sub, logging) as seen in 'gcp-letsencrypt-websockets-cluster' and 'good-gcloud' projects.
Experience with Scala and Java for message broker integration ('lagom-google-pubsub').

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The provided data primarily focuses on technical projects and a single current role.

Ido Shamun

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit