Automatic Number Plate Recognition using YoloV9 Model

✔Built a license plate detection model (92.5% accuracy, 25 epochs) using Roboflow data. Next step: Integrate EasyOCR to extract plate numbers and auto-save them in Google Sheets.

Diversity and Inclusion Analysis, PwC Switzerland

• Create visualizations to represent HR data, particularly focusing on gender-related KPIs. • Analyze and address barriers hindering gender balance in executive management. • Offer insights on root causes to foster gender equity within the organization's leadership.

Credit Card Fraud Detection

• Led a team in developing a credit card fraud detection system using machine learning (XGBoost algorithm). • Analyzed a highly unbalanced dataset of credit card transactions, achieving an accuracy of 98% on the training data and 97% on the test data.

Call Center Trends Analysis, PwC Switzerland

• Extract data from MySQL and analyze call data to identify patterns, trends, and performance metrics, through interactive visualizations and dashboards. • Provided insights and helped the organization optimize its call center operations and enhance customer experience.

Crop Recommendation System

It recommends which crop you should grow on your farm for better yields. Based on: Ratio of Nitrogen, Phosphorous, Potassium content in soil temperature, humidity, ph value, rainfall

Revenue Trend Analysis, TechForing Bangladesh

Explored revenue generation, client management, and sales performance. Investigated revenue trends, geographical performance, top clients and services, sales representative analysis, payment patterns, service and form relationships, correlation between transaction amounts and service/country

Google & Tesla Stock Price Prediction Using LSTM

Utilizing Long Short-Term Memory (LSTM) neural networks, I developed a sophisticated stock market prediction model aimed at forecasting future price movements.

Tata Motors Financial Analysis

Using Tata Motors Financial stock data, I have created Historical Financial Statement (Income Statement, Balance Sheet, Cash Flow) and Ratio Analysis from 2013 to 2018 data

Market Basket Analysis

✔Market Basket Analysis is a data mining technique used to identify items that are frequently purchased together. ✔Used the Apriori algorithm to identify product associations, and developed a recommendation system, enhancing cross-selling by suggesting products on customers’ current shopping carts.

Financial Data Analysis and Forecasting

Customer Churn Analysis, PwC Switzerland

• Enhanced the data ingestion process by utilizing SSIS and transforming it into the MS SQL Server for further analysis. • Leveraged DAX and Power Query for data completeness and created insightful Power BI dashboards, offering data-driven strategies to reduce customer churn.