Manmohan Masanta

• Streamlined project management with effective communication and collaboration across cross-functional teams to implement automation using Macros VBA in certain areas and reducing time by 30 mins in each process.
• Enabled data-driven decision making with advanced analytics tools, generating valuable insights for the organization and achieving target of 100% for multiple compliance parameters.
• Ensured compliance with industry regulations by conducting thorough risk assessments and implementing necessary controls to achieve growth of 15% in eliminating risk areas.
• Creating and tracking of Invoices to client as a part of monthly billing requirement Performing end-to-end hiring process analysis for open requirements, daily/weekly analysis of hiring data and reporting to senior management

Pricing of Avocado and Prediction of Avocado Type

• Placing various machine learning techniques to build Average pricing and Type of Avocado models
• Type Selection Platform via Random Forest Regression, with AUC-ROC curve and cross validation to find the model performance and robust with accuracy score of over 99% and R2 score of 78%

Analyzing Win Prediction

• Leveraging Regression model to find the win prediction based on various parameters
• Data cleansing and pre-processing for feature selection to employ machine learning algorithms.
• Testing on various algorithms to find the best fit model with model performance at 85%

Zomato - Price Range and predicting Cost of two

• Implementing merge function to add dataset, executing Regression-cost for two and Classification- price range prediction
• Implemented EDA and Data Wrangling for pre-processing of data
• Data Visualization using Bivariate and Correlation, and Multivariate Analysis for identifying most
  relevant parameters, feature engineering and outliers removal
• Model testing on different regression and classification algorithms and fine tuning for better model performance for Classification coming over 99% and Regression model at a performance of 82%

• Attained 100% target for onboarding and offboarding responsibilities of employees within 6 months as per compliance requirement
• Developed dashboards and reports using MS Excel to illustrate data analysis and reporting to identify gaps and improve Hiring by reducing process time by 30%.
• Played a pivotal role in implementing Productivity Tracking Tool and achieved 100% data uploads by stakeholder to meet compliance level month-on-month
• Analyzed gaps in monthly audit, created dashboards and trends to successfully reached the optimal target of 80%

Key Achievements

• Administered onboarding process improvement plans to remove process lags and reducing the onboarding time to 2 days .
• Increase in monthly Audit Target score by 60% to get our overall project to "Green" within 6 months Implemented successful Change Management process in the productivity tracking process and achieved the overall score of more than 90%