Graduate Student at Carnegie Mellon University, Pittsburgh, PA
Prediction of Currency Value
Time series analysis of valuation of currency over a period of 180 days. Various statistical concepts are considered in analysis. ARIMA and neural network models are also built.
Automatic Detection of a Specific Pattern in Electroencephalogram (EEG)
Train a classifier to predict the occurrence of Cyclic Alternating Pattern (CAP), associated with sleep disorders, in the electroencephalogram (EEG).
Named Entity Recognition
Identification and extraction of relevant search terms using a custom-built logistic regression model. The model was fine tuned by improving feature selection. AWS EC2 cluster was deployed to handle the heavy computation.
Analysis of ELectronic Medical Records of Cancer Patients Using Natural Language Processing
Slides of third prize winning solution at NAACCR hackathon (June 9-11, 2018) held at UPMC Hillman Cancer Center, Pittsburgh, PA.
Data-driven Process Scheduling
Improve operation of a manufacturing facility using process data to find optimal schedule. Total operation cost decreased by about 30% after optimization.
Ideal Locations of Fire and Rescue Stations in Montgomery County, MD
Analysis of over 300,000 911 calls over 3 years in Montgomery county, MD. Exploratory analysis and clustering to find best locations for the fire and rescue stations.
