Akash Kumar Email & Phone Number

Samastipur, Br, In

• Created a real-time inventory freshness dashboard using Python, and LookerStudio, significantly enhancing decision-making accuracy by 30%• Designed Python-based ETL automation, reducing inventory reporting processing time by 99% and enabling instant SKU-level analysis• Automated retention data processing with MoEngage API integration, performed SHA-256 encryption and enhanced data accuracy by 90%• Used Selenium for influencer metrics scraping, reducing selection time by 90%, enhancing interaction analysis, and marketing effectiveness• Implemented K-means clustering for customer segmentation, enhancing targeted marketing and personalized product recommendations

Kharagpur, West Bengal, India

• Performed stationarity analysis and smoothening after visualizing using matplotlib on Kanpur air quality data for time-series forecasting• Developed a hybrid model using ML models like MLP, LSTM neural network, and XGBoost regressor to forecast PM2.5 concentration• Achieved a maximum prediction accuracy of PM2.5 concentrations with notably high R2 score of 0.92 and low RMSE loss of 12(µg/m3)

• Built a robust stock price prediction model using LSTM neural networks with TensorFlow Keras and trained the model for 100 epochs• Used Matplotlib, and Seaborn to identify significant trends, patterns, and correlations in the financial stock data, improving model accuracy• Fine-tuned the LSTM model, using the Adam optimizer, Relu activation, and MSE loss function to achieve a notably high R2 score of 0.84