Nitish Prasad Email & Phone Number

Pune, Maharashtra, India

• Sentiment Analysis (NLP): Developed solutions to extract aspects and identify related sentiment from reviews.• Topic Modeling (Transformers): Implemented BERTopic to uncover and track emerging topics in reviews.• Fuel Valorization: Analyzed tyre, vehicle, and driving behavior impacts on fuel efficiency using regression and Shapley scores.• Market Share Analysis: Conducted regression-based analysis to identify driving factors of market share.• Forecasting Improvement: Enhanced tyre replacement forecasting accuracy from 23% to 12% MAPE through statistical and logical improvements.• GenAI Hackathon: Created a stock recommender using LangChain, Streamlit, and RAG for advanced information retrieval.• Cloud: Have experience in Azure databricks for development and deployment on Azure cloud.

Pune

• Worked on NLU project to migrate chatbot from Google Dialogflow ES to CX.• Reported action areas using classification reports and confusion matrix to improve the performance.

Pune, Maharashtra, India

• Worked on a Machine Learning project to predict Customers Invoice Payments | RandomForest Classification | 85% + Accuracy• Working on Data Science / Machine Learning project to predict stationary periods of vessels to measure fouling risks.• Worked on Time Series Analysis project to predict logistics KPIs like # Sales orders, Delivery counts etc.• Developed and automated Overdue Report, Treasury KPIs dashboard on Power BI using HANA ODBC Connection.• Developed Power Flow to automate sending emails to Customers to alert for overdue payments.• Worked on an automated solution to upload invoices on the server using Python script.• Maintaining Project Management dashboard. Built Row Level Security to provide specific access to a specific audience.• Developed Power BI dashboard for HR Analytics to measure the accuracy of Payroll data on various systems• Provided team level training of Power BI

Pune, Maharashtra, India

• Provided predictive analytics by creating a Time Series Model for Collection & Payment Forecasting in R, achieving around 84% accuracy.• Used ML Algorithm to cluster and assign risk categories to customers• Worked in the Business Intelligence team and prepared various reports to assist in decision-making and track performance on a Daily / Weekly / Monthly / Quarterly basis.• Monitored actual performance against targets and, based on thorough investigation, prepared variance reports and provided supporting analysis with insights for improvements.• Provided recommendations after synthesizing trend data.• Worked on PTP Reports such as DPO (Days Payable Outstanding), Open PO, Paid on Time, Open Workflows, and coordinated with regional leads to improve performance. Prepared decks for monthly connects to understand the performance of KPIs, provide key observations, and identify areas for improvement.• Worked with analytical and dashboarding tools like Power BI to develop quantitative and qualitative analysis.• Used Python for data analysis and provided valuable insights.• Created visualizations on Power BI.

Navi Mumbai

XL Dynamics India Pvt Ltd. - Mumbai, Maharashtra• Provided trend analysis of various KPIs and suggested action areas.• Prepared dashboards to track performance and quick overview.• Assess the loan worthiness by reviewing Credit Report, Income documents, Appraisal Reports, Asset documents and other Financial statements.• Provided trend analysis of various KPIs and suggested action areas.• Study the Credit report of the customers to know their credit history.• Analyzing income statements and expenses of the borrower for Debt-to-Income ratio calculations. • Coordinate with underwriters, lenders, loan managers and securitization teams to manage portfolios• Worked in MIS reporting team and familiar with all the important Excel formulae’s, viz. Vlookup, Hlookup, If, concatenate, pivot tables, etc.• Provide analytical perspectives to some important strategic decisions• Generate MIS Report as per company requirement using MS Excel.• Prepare Internal audit reports and send the analysis to management for decision making.• Configure financial data and documents in the ERP system for data analysis and easy access to other team members.• Provide Training, guidance & assistance to junior colleague's, acting as a mentor for same.

Nagpur Area, India

• Worked on project 'Testing the Viability of a Project using Capital Budgeting Technique"• Built a Financial Model to calculate the profitability of the project over its life. • Analyzed the profitability of the project considering the real environmental factors (Inflation and other constraints) and using NPV method of Capital budgeting.• Profitability calculated by forecasting the revenue and expenditure of the project considering its life as 16 years (As per organization's Norms).

Master Of Business Administration (M.B.A.), Finance And Financial Management Services, 67%

Activities and Societies: Finance Forum, Mock StockGraduated with First Class.

Engineering, Electrical, Electronics And Communications Engineering, 59.4%

Activities and Societies: Robotics, Event CoordinatorGraduated with Higher Second Class degree

Xii, Science, 73%

XI and XII (CBSE Board, Science)

Schooling, Science, 72%

Primary and Secondary Education