arjunsawhney1

india_RE_transition

recommender-systems

In this repo, I explore matrix factorization using singular value decomposition and RFM Analysis to design recommender systems

artifact-directory-template

Template for specifying locations for all capstone project components

data-structures

In this repo, I build and unit test several classic and custom Data Structures from scratch. I also build implementations of these data structures in the form of Bloom Filters, Round Robin Schedulers, etc.

DSC_106_Final_Project

Data visualizations to analyze complaints filed with the NYPD

face-ML

In this repo, I demonstrate how simple Linear Algebra concepts can be utilized for powerful image element detection applications

gaussian-networks

In this repo, I explore Gaussian Radial Basis Networks and their utility in simplifying classification tasks

graph-algorithms

In this repo, I modify different graph algorithms and explore implementations of Breadth First Search, Depth First Search, and Bellman Ford.

intel-capstone-project

20 week collaborative capstone project advised by Intel Telemetry

scalable-ML

In this repo, I build a LogisticRegression prediction model with Dask and PySpark and initialize an AWS EMR cluster to run the entire pipeline.

modified-lloyd

In this repo, I implement an updated K-means algorithm using same cluster querying and explore it's application in image segmentation

NLP

In this repo, I explore the different facets of Natural Language Processing including pre-processing techniques and word embeddings

NYPD-ML

In this repo, I attempt to understand systemic biases in gender and racial policing as well as train an sklearn ML model for predicting the ethnicity of NYPD officers from allegation data.

search-relevance

In this repo, I attempt to quantify the search relevance of different query settings using the Normalized Discounted Cumulative Gain (NDCG).

sorting-algorithms

In this repo, I implement several different classic sorting algorithms (mergesort, quicksort, timsort, etc.) and perform a comparative runtime analysis

Spacescape

Spacescape is a single player game made on Unity. Stealthily avoid the robot guards on patrol in order to escape your prison in outer space