Michael G
The star rating is a representation of the overall rating, calculated as the mean of the client satisfaction rating, the average client interview rating, and internal interview scores.
The client satisfaction rating is the weighted average of client ratings, with weights based on reviewed work hours. When no client rating exists, the approval fraction (approved vs. reviewed work hours) determines it.
If the client satisfaction rating exceeds the overall rating, it becomes the star rating. In the absence of client ratings, if the average client interview rating is higher than the overall rating, it becomes the star rating. If no data is available, the star rating defaults to the internal interview score.
The client satisfaction rating is the weighted average of client ratings, with weights based on reviewed work hours. When no client rating exists, the approval fraction (approved vs. reviewed work hours) determines it.
If the client satisfaction rating exceeds the overall rating, it becomes the star rating. In the absence of client ratings, if the average client interview rating is higher than the overall rating, it becomes the star rating. If no data is available, the star rating defaults to the internal interview score.
Software Engineer Preferred Title
$20.00 /hr $ 20.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Average Count of Messages/Day 0.2
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 31h PST, 52h UTC
- Software Engineering Process 4.0/5
- Design Practice 3.0/5
- Design Theory 3.0/5
- Technical Breadth 3.0/5
- Logical Thinking 3.0/5
- Technical Strength 3.0/5
- System Design 3.0/5
- Productivity and Responsiveness 3.0/5
- Teamwork 4.0/5
- Agile Development Process 3.0/5
- Intellectual Merit 4.0/5
- English Communication 4.0/5
- Documentation 3.0/5
- Desktop Windows・Linux
- Phone Android
- Member Since Jan 18, 2023
- Profile Last Updated Jun 16, 2023
- Last Activity June 16, 2023, 9:32 p.m. UTC
- Location Egypt
Profile Summary
I am a computer science BSc graduate with expertise in MERN, Java, and Spring Boot. I also have experience in NLP and machine learning using Python, PyTorch, scikit-learn, and pandas. I specialize in software engineering, delivering robust applications and implementing ML algorithms.
Skills
Total Experience: 2 years
Python (2E, 2Y)
2 experiences, across 2 yearsJavaScript (2E, 2Y)
2 experiences, across 2 yearsJupyter
Numpy
PyTorch
scikit-learn
Flutter (2Y)
2 years of experienceDart (2Y)
2 years of experienceFirebase (2Y)
2 years of experienceExpressJS (2Y)
2 years of experienceNodejs (2Y)
2 years of experienceMongoDB (2Y)
2 years of experienceSharePoint
React
Typescript
Data Analytics
SQL
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 31h PST, 52h UTC
Day
Sunday
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
UTC
10 - 16
10 - 18
10 - 18
10 - 18
10 - 18
10 - 18
10 - 16
PST
03 - 09
03 - 11
03 - 11
03 - 11
03 - 11
03 - 11
03 - 09
Vetting
- Interview Data
- Software Engineering Process
- Design Practice
- Design Theory
- Technical Breadth
- Logical Thinking
- Technical Strength
- System Design
- Productivity and Responsiveness
- Teamwork
- Agile Development Process
- Intellectual Merit
- English Communication
- Documentation
Experience
Flutter Developer
Course Project
Oct 2022 - Jan 2023
German University in Cairo Company
Technology Industry
Project: Used cars marketplace application
- I built a car marketplace app where buyers can bid on and sell their used cars.
- I developed the communication functionality "Chat" between the users using Flutter and Dart. Firebase Firestore database was used to store the application's data.
Front End Developer
Internship
Jul 2022 - Sep 2022
Henkel Company
Technology Industry
Project: Provisioning Engine
- I developed SharePoint web parts using TypeScript, React, and SharePoint Framework (SPFx).
- I improved web part load time by 73% by refactoring the existing code base.
- I created a new Provisioning Engine requests interface using React and JavaScript.
NLP Researcher
Internship
Feb 2022 - Jul 2022
Microsoft Company
Technology Industry
Project: Improving ASR Transcript Punctuation and Disfluency Detection for Downstream Task Machine Translation
- I developed a cascaded English-German speech translation system using PyTorch, Jupyter, and scikit-learn.
- I improved translation accuracy by 15% by applying punctuation prediction and disfluency removal using Python.
- I built a multimodal punctuation model based on the fusion of audio and text using PyTorch and Numpy.
Backend Developer
Course Project
Oct 2021 - Jan 2022
German University in Cairo Company
Technology Industry
Project: Airline reservation system
- I developed a website for ticket reservations using JavaScript, NodeJS, MongoDB, and ExpressJs. Users can reserve and pay for flights and select specific seats.
- I developed the backend features of the website, including reserving & canceling tickets, adding flights, notifying users of changes, and updating reservation details.
Data Analytics Intern
Internship
Aug 2021 - Sep 2021
Vodafone Company
Technology Industry
Project: User Cohorting
- I created a user profiling platform to help personalize offers for users using IBM DataStage.
- I profiled more than 50 million users based on predefined key performance indicators using Python data analytics tools.
- I classified users into cohorts with priorities based on daily revenue using SQL.
Qualifications
Education
German University in Cairo
Oct 2018 - Jul 2023
B.Sc. (Computer Science)