🙋 Introducing Myself

Hey , This is Kasi

🌟 Welcome to my GitHub profile! 🌟

🤷‍♂️ About Me:

I'm a CS Masters student in AIML & DS with expertising in data analysis and reporting, query optimization, data modelling and data visualizations.

Generate reports and perform data analysis by querying data using SQL.
Developing dashboards on Tableau and Excel.
Data analysis and reporting using Google Sheets and Microsoft Excel.
Utlizing Python and its libraries for data manipulation and wrangling.
A brief EDA using Hypothesis Testing and Feature Engg using Scipy for Statistical Analysis.
Currently pioneering in Prompt Engineering and GenAi through HuggingFace🤗
Currently Learning the Machine learning algorithms(Supervised and Unsupervised).

📚 Here, I document a summary of my project works.

📂 My Work Index 👇

🗂️ Explore the index of all my works, and click on the project link icon to view detailed information.

🤖 Machine Learning

Project Link 🫵🏼	Tools Used	Area of Analysis	Project Description
(click icon to view)	Numpy, Pandas, Seaborn, scipy, sklearn, Normalization, LogisticRegression, Model optimization	EDA, Feature Engineering, Feature selection, MachineLearning, Predictive Modelling, Hyperparameter Tuning(λ), Cross_validation	This repository delves into Logistic Regression for loan approval prediction at `LoanTap`. It covers data preprocessing, model development, evaluation metrics, and strategic business recommendations. Explored model optimization techniques to effectively mitigate default risks.
(click icon to view)	Numpy, Pandas, Matplotlib, Seaborn, scipy, statsmodels, Standarization, Linear,Ridge,Lasso,ElasticNet Regression.	Exploratory Data Analysis , Data Visualization, probability & Stats, Hypothesis Testing, FeatureEngineering, MachineLearning, Predictive Modelling.	This repository provides an in-depth exploration of the predictive linear regression model tailored for `Jamboree` Institute students' data. The analysis encompasses the application of Ridge, Lasso, and ElasticNet regressions to enhance predictive accuracy and robustness.

🐍 Python & Libraries

Project Link 🫵🏼	Tools Used	Area of Analysis	Project Description
(click icon to view)	Numpy, Pandas, Seaborn, scipy, Hypothesis testing, Encoding, Normalization & Standarization .	Exploratoy Data Analysis , Data Visualization, probability & Stats, Hypothesis Testing, FeatureEngineering, OneHot encoding, MinMax scaler	This repository of `Delhivery`'s logistical endeavors, emphasizing the utilization of data processing, feature extraction, and hypothesis testing methodologies, A meticulous comparison analysis of ACTUAL vs OSRM time-distance metrics, we unveil intricate patterns, providing invaluable insights and metrics for decision-making with precision.
(click click icon to view)	Numpy, Pandas, Seaborn, scipy , boxcox , Ttest , Chisquare , ANOVA , Kruskal-walis , Shapiro-wilk , Mannwhitney_u.	Data analysis, Data Exploration , Data Visualization, Statistics & probability,Hypothesis Testing	This repository provides a detailed exploration of `Yulu` Bike rentals data using Hypothesis testing, employing statistical techniques, we delve into the nuances of customer behavior, E-bikes rental patterns offering insights & key metrics to enhance understanding and inform strategic decisions.
(click icon to view)	Numpy, Pandas, Matplotlib.plotpy, Seaborn, Central Limit Theorem, scipy.stats, boxcox	Data analysis, Data Exploration , Data Visualization, Statistics & probability, confidence interval	This repository provides a detailed exploration of `WALMART`'s BlackFridaySales data using the Central Limit Theorem (CLT) coupled with Confidence Interval Analysis. Leveraging statistical techniques, we delve into the nuances of customer behavior, purchase patterns.
(click icon to view)	Numpy, Pandas, Matplotlib.plotpy, Seaborn, statistics , probability	Data analysis, Data Exploration , Data Visualization, Descriptive Statistics & probability	This repository serves as a comprehensive solution for `AEROFIT` Company's Exploratory Data Analysis (EDA), employing descriptive statistics and probability to gain insights and inform strategic decisions.
(click icon to view)	Numpy, Pandas, Matplotlib.plotpy, Seaborn	Data cleaning , Data analysis, Data Exploration , Data Visualization	This repository conducts an Exploratory Data Analysis (EDA) on the OTT streaming platform `NETFLIX`, offering insights into user behavior, content trends, and key metrics to enhance understanding and inform strategic decisions.

📜SQL

Project Link 🫵🏼	Tools Used	Area of Analysis	Project Description
(click icon to view)	MySQL	Data analysis, Data cleaning, Data Exploration	This repo serves as the solution for some of the 8 case studies from the #8WeekSQLChallenge. It showcases my ability to tackle various SQL challenges and demonstrates my proficiency in SQL query writing and problem-solving skills.
(click icon to view)	Google BigQuery	Data analysis, Data Exploration	This repo serves as the solution for the Buisness Case Study for the giant retail stores in Brazil. It showcases my ability to tackle SQL challenges and demonstrates my proficiency in SQL query writing and problem-solving skills and conferring Insights and Recommendations.

🪄Tableau & PowerBi

Project Link 🫵🏼	Tools Used	Area of Analysis	Project Description
(click icon to view)	Microsoft Excel, Bigquery, Tableau	Data cleaning , Data analysis, Data Exploration , Data Visualization , Dashboard, Story, Video presentation	This Individual interactive dashboard leverages the comprehensive & quantitative analysis of the state in India `TELANGANA` to achieve a sustainable Economic Growth. Click on this Button for the Overview .
(click icon to view)	Tableau, Microsoft Excel	Data cleaning , Data analysis, Data Exploration , Data Visualization , Dashboard	This vizz contains the analysis of the Stock prices of company `META` for the past five Years and prediction analysis for the next one year through Forecasting and using Model-Quantile & percentile concept of linear regression in tableau.
(click icon to view)	PowerBi, Microsoft Excel	Data cleaning , Data analysis, Data Exploration , Data Visualization , Dashboard	This vizz contains financial report , Budget analysis for `Sara Fashion Boutique` and offerred sugesstion and key strategy recommendations for the Growth .
(click icon to view)	Tableau, Microsoft Excel	Data cleaning , Data analysis, Data Exploration , Data Visualization , Dashboard , Story Creation	This vizz contains the content & growth analysis of the company `NETFLIX` and offerred sugesstion and key strategy recommendations for the Growth .

📗Microsoft Excel

Project Link 🫵🏼	Tools Used	Area of Analysis	Project Description
(click icon to view)	Microsoft Excel	Data cleaning , Data analysis, Data Exploration , Data Visualization , Dashboard	This vizz serves as the sales Analysis of Big Fashion Store named `Fashio Shoppy` who has branches allover Australia. (BEST viewed in Microsoft Excel fullscreen [Any Version])