Omkar Modak

Data Analyst

University of South Florida•  January 2020 - Present

• Developed a machine learning model with LSTM algorithm to automate the process of grading assignments. • Manage students’ records by executing SQL queries to extract information from database and develop reports. • Mentor students on R, Python and data visualization tools like Tableau, Power BI by conducting training sessions. • Analyzed data using DataBricks, Python, Pyspark and SAS on to predict future enrollment and required resources.

Data Analyst

Tech Mahindra •  May 2016 - April 2019

• Worked in Business Operations team to design and implement dashboards in Oracle business intelligence tool and QlikView to provide Operational Insights, Streamline Reporting and Enhance Transparency. • Designed, Built and develop Various Dashboards on different datasets in Tableau and Power BI as per Ad Hoc requirements to help senior management in Decision making. • Fully automated the existing manual/semi-automated Metric Calculation, Trend Analysis and Operation processes which saved around 60% time of building dashboards and report generation. • Gathered functional and non-functional requirements and worked on these using SQL and Excel in order to optimize the design of BI deliverables (reports, dashboards, alerts, visualizations). • Implemented ETL Service and SQL Queries for data manipulation and Transformation and used Advanced Excel for Data Cleaning, Data Crunching which helps to Improve Data Quality. • Effectively used Statistical Techniques with the help of Python (libraries NumPy, Pandas and scikit-learn) and R for Predictive Analysis of quarter/year wise revenue of different verticals which helps leaders in Managing Resources. • Developed strategy and road maps including tactics, project plans, milestones and KPIs to Improve Quality of Operations and which directly contributes towards enhancement of firm’s profit (YoY 2% growth in EBITDA). • Used data mining techniques like Clustering and Classification to identify loss making projects with 92% accuracy rate.

University of South Florida

Business Analytics , MS•  August 2019 - Present

Relevant Coursework Undertaken: 1. Data Science Programming 2. Statistical Data Mining 3. Advanced Database Management 4. Analytical Methods in Business 5. Data Mining 6. Data Visualization for Story Telling 7. Distributed Information System 8. Advanced Systems Analysis and Design 9. Information Security and Risk Assessment 10. Project Management