Nicolas Mon

Recent U.C. Berkeley master's graduate seeking new opportunities in

the area of machine learning and data infrastructure ac762q@r.postjobfree.com

702-***-****

Santa Barbara, CA

nic-mon.github.io

EDUCATION

08/2016 – 05/2018

Master of Information Management &

Systems

University of California, Berkeley

GPA: 3.6

Data Mining Full Stack Web Dev

Deep Reinforcement

Learning

Deep Time-Series

Learning

09/2012 – 06/2016

B.S. in Mathematics / Economics with

emphasis in computing

University of California, Los Angeles

GPA: 3.7

Linear Algebra Optimization

Advanced Programming Probability Theory

Multivariable Calculus Numerical Methods

WORK EXPERIENCE

06/2017 – 08/2017

AI Scientist Intern

Sikka Software

San Jose, CA

Led development of automated Inventory Management

model prototype with Amazon Lambda & Alexa

Assessed applicability of current ML research to project Delivered multiple technical presentations on findings Built database of supplies for inventory model

Scraped inventory information from various sources 06/2015 – 08/2015

Venture Captital Intern

JUMP Investors

Los Angeles, CA

Conducted market research for a startup tech company Exposed to venture funding process and capital pitches Coached by leaders from different industries

06/2014 – 08/2014

Data Migration Engineer

Telecom Carrier Access (TCA VoIP)

Santa Barbara, CA

Managed transition of route data to new hosting service Developed methods to analyze network call data

Improved efficiency & volume of call trading

SKILLS

Deep Learning Data Structures Algorithms

Reinforcement Learning NLP Computer Vision

Full Stack Web Dev Distributed Computing

ACADEMIC PROJECTS

Proximal Policy Optimization w/ Optimistic Value Fxns Tested alterations to the PPO algorithm for robotic control tasks in a simulated OpenAI Gym environment

Energy Grid Price Prediction with LSTMs

Improved real Texas energy grid price predictions with LSTMs Image Classification with CNNs

Trained a CNN to classify medical images for cancer screening Image Generation with GANs

Trained a GAN to generate new images similar to the original dataset Captivate AI - Contextual Content Suggestions for PPTs Launched AI driven presentation coach add-on for Google Slides Detecting Mentions of Drug-Drug Interactions

Trained a classifier to detect mentions of interactions in medical docs Basketball Shot Analysis Through Wearable IMU Data Detected good shooting form with motion data from a Myo armband SOFTWARE TOOLS

TensorFlow Keras NumPy Git Pandas

Scikit-Learn NLTK OpenCV Hadoop Linux

Flask SQL AWS GCP

PROGRAMMING LANGUAGES

Python

C++

Java

JavaScript

HTML

CSS

Sample Courses

Sample Courses

Achievements/Tasks

Achievements/Tasks

Achievements/Tasks

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