Predicting_AGI
Predicting Average Adjusted Gross Income (AGI) per County in the USA with Linear Regression (Spark MLIB) using US Census data and IRS Tax Info.
Possibly Available
About
Software engineer with experience in machine learning, wireless / embedded systems.
Evidence-backed skills
Repositories
Dinosaur_Island_Character_Lvl_Language_Model
Character Level RNN for generating dinosaur names.
Emojify
Given an input sentence the model adds the appropriate emoji.
Python
Python Data Structures and Algorithms
PictureCollage
Implementing an Android app that takes pictures, shows results, allows dragging of imageviews and lets you combine multiple pictures into one and save onto persistent storage.
bloomberg_job_desc
Bloomberg Workflow Discovery and Analytics job description
spinningup
An educational resource to help anyone learn deep reinforcement learning.
ARM_Worker
The ARM Worker PIC for handling communication between the ARM and the rover
Humans_and_RL_in_Atari
In this project, we attempt to equip the agent with the recognition of basic components of an Atari game environment through curriculum learning—gleaned from human developmental psychology—and evaluate its performance. Our best agent was pre-trained on a carefully designed curriculum to learn to complete a new game 5x faster than regular agents. By analyzing our agent’s behavior, we can examine how it acquires knowledge and skills differently from humans.
DS-GA-1003-SPRING-2020-PUBLIC
Machine Learning (DS-GA 1003)
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions
decision-tree-cart
Simple implementation of CART algorithm to train decision trees