Top skills
- Machine Learning
- Deep Learning
- Big Data
Main tools
- Python
- NoSQL/SQL
- Spark & RDD
- JSON
- PowerBI/Tableau
About
Currently studying M.Sc. in Data Science and Engineering at DAUIN, Polytechnic University of Turin. I did my B.Eng in Process Automation Engineering in Baku Higher Oil School.
I most enjoy solving problems that require my data modeling, analytics, and solution architecture expertise. Data Scientist professional with 5+ years of experience in programming and proven research and communication skills. Managed to have high scores >90%) in academic life. Looking for an opportunity in a dynamic organization where my skills will be fully utilized.
Projects
Applications of networks and game theory methods techniques in solving real-world problems.
https://github.com/hajalibayram/PoliTo-ND* Network flow optimizitaion, Wardrop equilibrium. * Distributed Averaging and Linear Flow Dynamics, Markov Chains and Random Walks. * Epidemics and Pairwise Interacting Network Systems.
- Python
- Networkx
- Graph theory
- Game theory
Applications of Mathematics in Machine Learning.
https://github.com/hajalibayram/PoliTo_MMLBank Marketing Dataset Analysis using ML.
- Python
- Machine Learning
- Classification
Applications of Krylov methods and dimentionality reduction techniques in solving real-world problems.
https://github.com/PoliTo_LALG* Pagerank algorithm implementation and analysis * Galaxy redshift estimation using principal component analysis and k-nearest neighbor regression * SVD applications in non-globular clustering and video compression
- Python
- Machine Learning
Numerical Optimization.
https://github.com/PoliTo_NOSO* Unconstrained Optimization, Steepest descent * Constrained Optimization, Projected gradient method
- Python
- Optimization