Jun 2022 – Feb 2024 · 1 yr 8 mos · Bengaluru, Karnataka, India

• Worked on experiment design, execution and evaluation to assess performance, enhance features and improve UI of Demand SaaS product
• Successfully designed, implemented, and optimised demand planning models for a client, resulting in
• improved accuracy and efficiency in forecasting
• Monitored production models
• Performed analysis on customer’s data to discover patterns, spot anomalies, test hypothesis and check assumptions with the help of statistical summary and visual representation
• Handled data cleaning/preparation, data correctness, exploratory data analysis, feature engineering, etc
• Analysed high volume, high-dimensionality data to obtain business insights (Ex: 42B)
• Worked on feature selection using unsupervised techniques
• Worked and collaborated with data science, data engineering and product team at all stages of CRISP-DM methodology

Aug 2020 – Jun 2022 · 1 yr 10 mos · Bengaluru, Karnataka, India

• Developed a data quality report generation module to generate statistical summary and perform data quality checks on raw data
• Built visualisation module that could generate various kinds of plots like histogram, box plot, scatter plot, etc
• Used ML based models to diagnose the drivers of quality issues by generating rules
• Worked on finding regions of hot zone in multi dimension using clustering to minimise defect risks in
• Manufacturing
• Worked on feature importance techniques like SHAP and PPS
• Built an early warning system based on quality rules with 100% negative prediction value
• Built reusable modules that helped team members reduce TAT by 87%

Feb 2020 – May 2020 · 3 mos · Bengaluru, Karnataka, India

• Worked on offering face verification, OCR and address verification as a micro service in
• applications where key functionality was offering loans to MSMEs

May 2019 – Aug 2019 · 3 mos · Bangalore

• Worked on analysis of weather and PV system data to understand long term trends