Malavika Nair

Motivated candidate with extensive experience in SQL, Redshift, Athena, QuickSight, and ETLs. Skilled in data analysis, I excel in SQL‑based data extraction and manipulation. Proficient in managing large‑scale data warehousing, ETL implementation ensures data accuracy. QuickSight profi‑ ciency enables creation of visually compelling visualizations and dashboards for informed decision‑making. Committed to contributing valuable insights to data‑driven projects as a business analyst.

 Financial News Recommendation System:

 DAIICT ‑ Gandhinagar Feb 2022 ‑ May 2022 

• Created a Financial News Recommendation System using NPA approach through Convolutional Neural Network. 

• Technical Skills: NLP, CNN, Overleaf, LaTeX. 

• Soft Skills: Time Management, Teamwork, Presentation skills, Report writing. 

 Students Performance Prediction in Online Courses Using Machine Learning Algorithms:

 DAIICT ‑ Gandhinagar Feb 2022‑ May 2022

 • Compared the performances of various classification models like Random Forest Classifier, Support Vector Machine, Logistic Regression and Multilayer Perceptron for predicting whether or not a student will pass or fail a given course.

 • Technical Skills: Python, scikit‑learn, ML Models.

 • Soft Skills: Presentation skills, Leadership, Teamwork, Logical Thinking 

 Customer Segmentation using PCA:

DAIICT ‑ Gandhinagar Mar 2022 ‑ Apr 2022

 • Created clusters of similar types of customers using Principal Component Analysis and K‑Means Clustering. 

• Technical Skills: Python, Deep Learning Models, PCA. 

• Soft Skills: Report writing, Logical Thinking, Critical Thinking.