Engineer Data
Resume:
Nicolas Mon
Recent U.C. Berkeley master's graduate seeking new opportunities in
the area of machine learning and data infrastructure *****@********.***
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
Contact this candidate