Projects

This is a collection of some personal/collaborative projects I’ve worked on.

---

Python

• House Sale Price Prediction
• Manhattan-Crime-Analysis
• Breast Cancer Diagnosis
• Ads-Click-Prediction
• Customer Lifetime Value
• Manhattan-Properties-Analysis

---

R Work

• Lending Club Loan Data Analysis
• Analysis of National Identity
• Analysis of NYC Police Stops/Arrests against ethnicity
• EDA of American Presidential Elections vs. income groups
• Time-series analysis of CH4 Emissions in Boston
• Exploring Barley Yields(1927-1936) for anomaly detection
• Multinomial Logistic Regression for Student Program Choice Prediction

---

Cloud/Big Data Project

• STOP SIGN DETECTION IN IMAGE AND VIDEO STREAMS USING SPARK

---

Matlab

• Bayesian Binary Decision Model
• Image-Quantization-using-K-means-Algorithm

---

SAS

• Factors-affecting-GHG-Emissions-in-US

---

Arduino

• Automatic-Fare-Collection-System-Using-Near-Field-Communication

---

Technical Reports

• CEPH - Distributed Storage System
• NAIAD - Microsoft’s Distributed System based on computational model - “Timely dataflow”
• Overview of Apache Spark
• Machine_Learning_Case_Studies

Publications

• Paper on NFC Based Automatic-Fare-Collection-System published in IJERD Journal.