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You will get a recommendation system for suggesting skills
Project details
The Talent Recommendation System leverages advanced NLP models, including S-BERT and Faiss, to provide personalized skill recommendations to job seekers based on their profiles, similar candidates, and job requirements. This project is unique for its accuracy in matching skills, reducing recommendation errors by 25%, and enhancing user satisfaction through optimized data processing and similarity calculations. By integrating cutting-edge AI tools and a user-friendly web interface built with Flask, the system improves efficiency and expands reach, demonstrating a novel approach to talent management and recruitment.
Machine Learning Tools
deeplearn.js, MLflow, pandas, scikit-learn, TensorFlowWhat's included $35
These options are included with the project scope.
$35
- Delivery Time 13 days
- Number of Revisions 3
- Number of Model Variations 1
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code
About Ali
AI & Machine Learning | Artificial Intelligence, Neural Network, ETL
Cairo, Egypt - 8:05 pm local time
I am a dedicated Machine Learning Engineer with a strong passion for developing innovative AI solutions that solve real-world problems. With hands-on experience in building and deploying machine learning models, my expertise lies in natural language processing (NLP), computer vision, and deep learning.
What I Do Best:
- Data Analysis & Model Development: Skilled in data preprocessing, feature engineering, and developing AI models using Python, TensorFlow, PyTorch, and Scikit-Learn.
- NLP & Computer Vision: Experience in building recommendation systems, sentiment analysis tools, and computer vision models such as object detection and image classification.
- Project Management & Collaboration: Proven track record in leading and collaborating on cross-functional AI projects, from conceptualization to deployment, ensuring timely delivery and alignment with business goals.
- Continuous Learning & Innovation: Passionate about staying up-to-date with the latest AI technologies and trends, always looking for opportunities to learn and innovate.
I thrive in dynamic, fast-paced environments where I can leverage my technical skills to drive meaningful impact. Let's connect and explore how I can help your team build the future of AI!
Steps for completing your project
After purchasing the project, send requirements so Ali can start the project.
Delivery time starts when Ali receives requirements from you.
Ali works on your project following the steps below.
Revisions may occur after the delivery date.
gather and cleaning dataset
combine and fitting to model