Ouassim K
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 Developer Preferred Title
$20.00 /hr $ 30.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Worksession Approval 100.0%
- Average Response Time 2.3 hours
- Average Count of Messages/Day 2.6
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 31h PST, 18h UTC
- Earned Hours 13.00
- Code Quality 60%
- Soft Skill Attributes 60%
- Expertise 2/3
- Coding Challenges 60%
- No. of Lifelong Learning Projects 2
- No. of Coding Challenges Completed 2 More details
- Software Engineering Process 4.0/5
- Technical Breadth 5.0/5
- Algorithmic Thinking 4.0/5
- Technical Strength 5.0/5
- Teamwork 3.0/5
- Intellectual Merit 5.0/5
- English Communication 4.0/5
- Desktop Windows
- Phone Android
- Member Since Oct 17, 2023
- Profile Last Updated Feb 09, 2024
- Last Activity June 30, 2024, 5:40 p.m. UTC
- Location Algeria
Profile Summary
An ambitious Game and web Developer, aspiring Data Scientist, and a 3-time Algerian Kung-Fu Champion. I've honed my Virtual Reality development and 3D Artistry skills through academic achievements and real-world projects. I'm eager to apply my diverse skill set to support the company in reaching new technological and creative heights.
Skills
Total Experience: 3+ years
keras (4E, 3Y)
4 experiences, across 3 yearsNumpy (4E, 3Y)
4 experiences, across 3 yearsTensorflow (4E, 2Y)
4 experiences, across 2 yearsReact (4E, 2Y)
4 experiences, across 2 yearsBlender (3E, 1C)
3 experiences, with 1 courseReact Hooks (2E, 2Y)
2 experiences, across 2 yearsRedux (2E, 2Y)
2 experiences, across 2 yearsPandas (3E, 2Y)
3 experiences, across 2 yearsPython (1C)
1 courseComputer vision (1C)
1 courseFlask
AJAX
jQuery
Nltk
Unreal Engine (2E)
2 experiencesChartJS (2Y)
2 years of experienceFullcalendar (2Y)
2 years of experienceUnity 3D (1C)
1 courseThree.js (2E)
2 experiencesOpen AI (2E, 2Y)
2 experiences, across 2 yearsTailwind CSS
ExpressJS
Mongoose
Nodejs
scikit-learn (3E, 2Y)
3 experiences, across 2 yearsNatural language processing
Speech recognition
PyTorch
Typescript
Matplotlib
Seaborn
Machine Learning (Theory) (1C)
1 courseComputer Vision (Theory) (1C)
1 courseDeep Learning (Theory) (1C)
1 courseDeep Neural Networks (1C)
1 courseGame Design (1C)
1 course3D Modelling and Design (1C)
1 course
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 31h PST, 18h UTC
Day
Sunday
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
UTC
19 - 23
19 - 23
19 - 23
19 - 23
19 - 23
15 - 22
19 - 23
PST
11 - 15
11 - 15
11 - 15
11 - 15
11 - 15
07 - 14
11 - 15
Vetting
- Interview Data
- Agile Development Process
- Productivity and Responsiveness
- Teamwork
- Software Engineering
- Logical Thinking
- Technical Strength
- Intellectual Merit
- English Communication
- Documentation
- System Design
- Coding Challenges60%
- Algorithms Score60%
- General Score60%
- Easy Algorithm
- Correctness60%
- Performance60%
- Medium Algorithm
- Correctness60%
- Performance60%
- Hard Algorithm
- Correctness60%
- Performance60%
- Expertise2/3
- Design Patterns and Architectures2/3
- Debugging2/3
- Stack Traces2/3
- Testing2/3
- System Administration2/3
- Soft Skill Attributes60%
- Entrepreneurial60%
- Whole Brained60%
- Divergent Thinking / Creativity60%
- Design Ability60%
- Empathy60%
- Project Management Ability60%
- Security60%
- Code Quality60%
- Complex Logic60%
- Models60%
- Controllers60%
- Templates60%
- APIs60%
- Training/Testing Data Models60%
- Code Readability60%
- Ongoing Evaluation
- Number of Lifelong Learning Project2
- Number of Coding Challenge Completed3
Experience
Data Scientist
Passion Project
Feb 2024 - Feb 2024
Personal Company
Finance Industry
Project: Customer Spending Clustering
- Designed a clustering system for purchase frequency, spending and income based on multiple factors using scikit-learn
- Manipulated Data using Pandas and Numpy
- Generated multiple Data Analysis visualizations using Matplotlib and Seaborn
Data Scientist
Passion Project
Feb 2024 - Feb 2024
Personal Project Company
Technology Industry
Project: Email Spam Detector
- Designed a machine learning classifier using scikit-learn as well as a deep learning model using Tensorflow and keras
- Manipulated Data using Pandas and Numpy
Full Stack Developer
Passion Project
Sep 2023 - Oct 2023
Personal Company
Ecommerce Industry
Project: Mukagen Merch
- Developed an e-commerce platform with a 3D T-shirt customizer using ReactJS, Redux, and Three.js for visualizations.
- Implemented user authentication, registration, and a Mongoose database for user data and T-shirt designs using Nodejs, ExpressJS.
Data Scientist
Passion Project
Oct 2023 - Oct 2023
Personal Company
Finance Industry
Project: Dinari
- Utilized Front-end principles to create clean design using React, Redux and TypeScript.
- Implemented Open AI API inside a NodeJs Backend to create a Finacial advice chatbot.
- Created a user recommendation system based on user Categorization using a clustering algorithm using Scikit-learn and keras.
- Designed a stock market forecasting AI model to recommend best stock options based on past data using Tensorflow.
Full Stack Developer
Passion Project
Aug 2023 - Sep 2023
Personal Company
Arts and Entertainment Industry
Project: 3D Shirt Visualizer
- Implemented Valtio, and React Hooks for state management in the project.
- Designed the website and created interactable and modifiable 3D elements using ReactJS, Three.js, React-Three-Fiber, and Tailwind CSS.
Game Developer
Contract
Jul 2023 - Aug 2023
Chafik Studio Company
Retail Industry
Project: Sephora Chrismas Metaverse
- Created Gameplay features for the Sephora charismas game in their Metaverse inside Unreal Engine.
- Integrated different VFX inside the game to make it more dynamic inside of Unreal Engine.
- Optimized 3D models using Blender.
Machine Learning Engineer
Course Project
Jan 2023 - Jul 2023
University of Science and technology Houari Boumedien Company
Research Industry
Project: 2D to 3D Volumetric Reconstruction of Porous Media
- Designed two Computer vision Deep Neural network architectures for 3D porous media Reconstruction using TensorFlow, Keras, and Python.
- Integrated the reconstruction results inside of Blender using the Blender API to visualize the 3D model both in Volumetric and surface type format.
- Utilized Vision Transformers to build one of the architectures that proved to give better results through research.
- Preprocessed image data using Numpy.
VR / AR Expert
Contract
Mar 2023 - Jun 2023
Chafik Studio Company
Retail Industry
Project: Demain Beauty Metaverse
- Utilized Unity 3D as an environment artist to recreate the world that was already present in the Demain Beauty Metaverse.
- Optimized the lighting, materials, and rendering of all of the world elements to ensure a smooth mobile experience inside Unity 3D.
- Worked closely with the 3D digital artists to ensure optimized models in the world using Blender.
- Implemented the new elements inside the Unreal Engine VR metaverse.
Front End Developer
Contract
Nov 2022 - Apr 2023
Tad3im Company
Education Industry
Project: E-learning platform
- Implemented the design that was created by the UI/UX designers using ReactJS, Fullcalendar, ChartJS, and framer-motion.
- Utilized Redux, and React Hooks for state management and reactivity for the whole application.
Data Scientist
Course Project
Jan 2021 - Jul 2021
University of Science and technology Houari Boumedien Company
Education Industry
Project: Book Recommender System (Bachelor's Final Year Project)
- Created a hybrid Recommender System that uses multiple NLP/machine learning techniques using Python Keras and Nltk.
- Preprocessed data using Numpy and Pandas.
- Deployed the recommendation model inside a Flask server.
- Built a session-based authentication system using Flask.
- Created a web platform to host the results of the recommendations for different users using JavaScript, HTML, CSS, AJAX, JQUERY, and Bootstrap.
LD Experience
Client Projects
Coding Challenges
Skill:
- keras
- Numpy
- Tensorflow
- React
- Blender
- React Hooks
- Redux
Basic
Sep 2020 - Jan 2022
Basic
Sep 2020 - Jan 2022
Basic
Sep 2020 - Jan 2022
Video Projects
How to implement django-tenant-schemas with a fixed URL
Sep 2020 - Jan 2022
Frontend Developer
Technology
- keras
- Numpy
- Tensorflow
- React
- Blender
- React Hooks
- Redux
- Led user research for a new construction site documentation tool.
- Hosted workshops to synthesize user insights into design requirements.
- Designed 3D concepts and built prototypes to investigate new tool form factors.
- Researched existing digital solutions and prioritized key features for app release.
LD Ventures
Thea
Sep 2020 - Jan 2022
Frontend Developer
Technology
- keras
- Numpy
- Tensorflow
- React
- Blender
- React Hooks
- Redux
- I used the Django Rest Framework to create a multi tenant API with the aid of the django-tenant-schemas package.
- I used the Postgres Database as the persistence layer and specifically the PostgreSQL Schemas to ensure that all tenants using the API had their data.
- I used the REST architecture in designing my API.
- Researched existing digital solutions and prioritized key features for app release.
Qualifications
Education
University of Sciences and Technology Houari Boumedien
Sep 2018 - Jul 2021
B.Sc (Computer Science)
University of Sciences and Technology Houari Boumedien
Sep 2021 - Jul 2023
Master's (Visual Computing)
Courses
Reviews
Client Project Reviews
SathyaConsulting
Ouassim bailed