Apr 2022 – Sep 2022 · 5 mos · Greater London, England, United Kingdom

• Responsible for tagging every delivery with a set of parameters like line, length, shot type etc. and using this data to generate performance insights for the players with Microsoft Excel.
• Responsible for curating video content using Davinci Resolve for the club’s social media platforms. Doubled the number of subscribers and video views, and had 6,20,000 total impressions on the club’s YouTube channel.

Aug 2019 – Aug 2021 · 2 yrs · Bangalore

• Gained hands-on experience in implementing an end-to-end data science project lifecycle for predicting equipment failure and estimating remaining useful life of a machine. It involved stages like data pre-processing, feature engineering, data visualization, model selection, parameter tuning and dashboard creation. Extensively used Python and libraries like pandas, seaborn, streamlit along with ML algorithms like gradient boosting and decision trees during the workflow.
• Built a state-of-the-art knowledge discovery engine that can extract insights from structured and unstructured data in the manufacturing sector, using modern data visualisation tools like network graphs to interpret the insights.
• Built an AI chatbot based on Natural Language Processing techniques to automate replies to customer queries in the retail sector. Used RASA as a framework and Bidirectional Encoder Representations from Transformers for training the model.

Mar 2019 – Jul 2019 · 4 mos · Bengaluru, Karnataka, India

• Managed the English Content Team for Broken Cricket. Covered the 2019 editions of the IPL and the Cricket World Cup, and was also responsible for writing, editing and publishing articles.

Jul 2018 – Aug 2018 · 1 mo · Gainesville, Florida

• Used Machine Learning and Pattern Recognition methods like Tabular Nearest Neighbor Encoding for recognition and classification of space debris, by simulating satellite imagery. Eventually developed a similarity index based classification system.

Jun 2017 – Aug 2017 · 2 mos · Bengaluru Area, India

• Analyzed methods of data transfer between server and cloud, and developed a crude transfer mechanism for GE Healthcare to aid transfer of patients’ health records between a server and a cloud. Explored methods like data compression and data splitting, series and parallel transfer, to send the information across to the destination.