kmandyam
ML Engineer @facebook. Former Master's Student at the University of Washington. NLP Research. Formerly at @microsoft, Blue Origin, @Expedia.
MetaSeattle, Washington
Pinned Repositories
attribute_transfer
Using methods from Delete, Retrieve, Generate: A Simple Approach to Style Transfer by Li et al. (2018) to incorporate syntactic structures into text generation via attribute transfer.
Cryptogram-Solver
A program that attempts to solve cryptograms
Innovation-Challenge
InterviewPreparation
Interview problems and their solutions (mostly from Cracking the Coding Interview)
kmandyam.github.io
Personal Website
NWHacks2017
A chrome extension that helps users discover their political echo chamber
verbal-autopsy
Exploring pre-training techniques and stacked learning for Verbal Autopsy
legislation-defhacks.github.io
Predictive Modeling for House of Representatives’ Voting. Won Best College Hack at defhacks Seattle on March 25th 2018.
machine-dictionary
A neural network based tool that finds sentences in documents relevant to a query term.
a11ytext
A pdf / image to text converter that helps students learn
kmandyam's Repositories
kmandyam/attribute_transfer
Using methods from Delete, Retrieve, Generate: A Simple Approach to Style Transfer by Li et al. (2018) to incorporate syntactic structures into text generation via attribute transfer.
kmandyam/Innovation-Challenge
kmandyam/Cryptogram-Solver
A program that attempts to solve cryptograms
kmandyam/InterviewPreparation
Interview problems and their solutions (mostly from Cracking the Coding Interview)
kmandyam/NWHacks2017
A chrome extension that helps users discover their political echo chamber
kmandyam/Scheduler
Google Calendar and Google Keep integration to help me schedule my day
kmandyam/Scrape
A chrome extension that attempts to scrape a user's messenger conversations to produce a conversational data set for training language models
kmandyam/Set390P
kmandyam/verbal-autopsy
Exploring pre-training techniques and stacked learning for Verbal Autopsy
kmandyam/kmandyam.github.io
Personal Website
kmandyam/BubbleBot
A messenger bot that helps you stay up to date with all sides of news conversations.
kmandyam/CheckBot
An AI Bot capable of simplifying medical procedures through conversation. In order to run the bot, install the Microsoft Bot Emulator and launch the project in Edge.
kmandyam/CheckStarter
A web application that attempts to solve the problem of complex medical procedures (and other procedures) through checklists.
kmandyam/data-visualization-512
kmandyam/delete_retrieve_generate
PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm
kmandyam/GWC-Mini-Hackathon
A starter project for the Expedia Girls Who Code mini-hackathon.
kmandyam/Hello-World
First practice repository
kmandyam/linguistic_preprocessing
kmandyam/NatyaAverageChoreoTool
Not your average dance choreography tool
kmandyam/NLPReferenceGame
A natural language processing reference game created for a research project
kmandyam/russian-troll-tweet-classifier
Using BERT to classify tweets as originating from Russian troll bots
kmandyam/vampire
Variational Methods for Pretraining in Resource-limited Environments
kmandyam/WeHack2017
A logistic regression classifier that predicts whether an employee will leave a company within the next pay period given certain statistics about the employee's experience