• Curated the second version of Microsoft Visual Storytelling dataset and developed a novel algorithm which uses
R-CNN for image feature extraction and a hybrid Transformer-GRU model, knowledge graphs for story generation
• Stance classification and Sentiment analysis making use of Google Maps API, Amazon MTurk and GPT-2 on
climate change time-series data (800,000 tweets) in collaboration with the geology department at Penn State
• Formulated experiments for identifying the most efficient alerting strategy during auto-manual takeover in
Autonomous Vehicles (SAE Level-4) using simulations from NADS minisim and human subjects
• Recruitment of subjects, Data/resource acquisition, pre-processing, feature engineering,
Alltronics Technologies
Dec 2017 – May 2019
Hyderabad , India
Data Analyst
• Spearheaded the data handling and predictive analytics tasks on SQL databases to monitor plant health utilizing
images, air temperature, humidity, soil moisture and pH obtained through Raspberry pi based IoT devices
• Developed advanced data visualization dashboards and workbooks to analyze and generate data-driven alerts
