Analytical professional with a strong background in financial modeling and risk management. Skilled in providing financial consultations and solutions for businesses of all sizes. Astute candidate develops new strategies and processes to optimize financial operations.
Highly motivated, cross-discipline Full Stack Developer who has over 8 years of experience working within the industry, specifically in CMS development and plus Networking with over 2-year working experience within the industry. Now seeking the next rewarding career opportunity to demonstrate substantial abilities and to develop technical and functional skills as well as allowing to make a contribution to the firm’s future.
Delivered successful training to more than 10 employees during tenure, educating them on successful work processes and productivity strategies
Volunteer Experience
In the MSc Big Data, I did a project with a company called ION. The goal of this project was to automate the complete process of cleaning, mapping, and extracting useful information/data so they could upload it into their main database. With the help of Python programming language, I managed to develop this automation. After that, my focus became ensuring that it worked smoothly with all computers operating systems without any errors or crashes.
Language and Libraries: python 3.9, NumPy, panda, scikit learn, SMOTE and many other libraries.
Models: Neural Network, K-NN, Logistic Regression, SVM, Random Forest, XGboost
Tools: PyCharm, Jupyter.
The whole process takes some steps to complete the working:
1. Cleaning the raw data.
2. Duplication check
3. Extracted the most recent record of user and also populate each column which value exist.
4. Mapping the words/sentences/topics/courses into given standardization
5. Store data into assigned excel files(templates)
6. Using those templates of data apply Machine learning technique for prediction.
7. Handle Imbalance data with SMOTE